{"693637":{"#nid":"693637","#data":{"type":"news","title":"Researchers Create Tool to Detect AI-Hallucinated Legal Citations ","body":[{"value":"\u003Cp\u003EAs more legal documents are drafted with large language models (LLMs), falsified citations are becoming a problem for the people who rely on them. Georgia Tech researchers have created a tool to help lawyers verify their work.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThrough a donation from IBM, Georgia Tech\u2019s Center for Scientific Software Engineering (CSSE) and Open Source Program Office (OSPO) held a fellowship competition for students to work with mentors at CSSE and OSPO to create the tool. Master\u2019s students \u003Ca href=\u0022https:\/\/adrian123l.github.io\/\u0022\u003E\u003Cstrong\u003EAdrian Lozada\u003C\/strong\u003E\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/woodygoodenough.com\/\u0022\u003E\u003Cstrong\u003EDi Wu\u003C\/strong\u003E\u003C\/a\u003E were selected as fellows to work on the project.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/github.com\/gt-csse\/mellea-lrc\/\u0022\u003EThe Mellea Legal Requirements Checker\u003C\/a\u003E (Mellea-LRC) can quickly identify and accurately verify case law citations, specifically checking for citations that are hallucinated by artificial intelligence (AI). One fellowship goal was to give lawyers and others in the legal field a tool to easily verify legal citations. Mella-LRC does this by using both LLMs and IBM\u2019s Mellea open-source framework to verify and repair LLM prompts. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe team tested the tool on 26 public court-filing documents containing falsified citations. Mellea-LRC can process a document in about eight minutes. The tool first extracts the case law citations from the legal document. It then verifies that each citation is authentic and supports the document\u0027s content.\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIBM\u2019s Mellea framework was the foundation we built it on. Mellea\u2019s job is to make model calls predictable: you write the rules the output must satisfy as ordinary code, and the framework retries until LLM output meets them. Our job was to leverage the framework to build the legal application from end to end,\u201d Wu said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAn important aspect of the project was ensuring the tool\u2019s code was open source. The team supported this goal by also creating and releasing a new test and validation dataset on Hugging Face \u2013 a popular open-source AI development community \u2013 for future benchmarking studies.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cAgentic AI is growing quickly, and much of the growth happens in open-source projects, where anyone can read, use, and improve the work,\u201d Lozada said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOSPO Director and Principal Research Scientist \u003Ca href=\u0022https:\/\/jyoung3131.github.io\/\u0022\u003E\u003Cstrong\u003EJeff\u003C\/strong\u003E \u003Cstrong\u003EYoung\u003C\/strong\u003E\u003C\/a\u003E noted that IBM\u2019s Mellea framework was critical to this work in that its \u201cinstruct, verify, repair\u201d paradigm allows for the creation of reliable LLM loops as well as the use of small language models (SLMs), such as IBM\u2019s Granite, which can be run on a laptop.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis project demonstrates the power of open-source models like IBM Granite as well as the importance of using novel software engineering and algorithmic techniques from the Mellea project to improve the reliability of our existing LLMs and SLMs.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMellea-LRC provides a compelling example of AI\u2019s potential to evolve from a source of error in the legal profession into a trusted ally by helping lawyers work faster and cite precedents more accurately,\u201d Young said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EThrough a donation from IBM, Georgia Tech\u2019s Center for Scientific Software Engineering (CSSE) and Open Source Program Office (OSPO) held a fellowship competition for students to work with mentors at CSSE and OSPO to create the tool. Master\u2019s students \u003Cstrong\u003EAdrian Lozada\u003C\/strong\u003E and \u003Cstrong\u003EDi Wu\u003C\/strong\u003E were selected as fellows to work on the project.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Mellea Legal Requirements Checker (Mellea-LRC) can quickly identify and accurately verify case law citations, specifically checking for citations that are hallucinated by artificial intelligence (AI). One fellowship goal was to give lawyers and others in the legal field a tool to easily verify legal citations. Mella-LRC does this by using both LLMs and IBM\u2019s Mellea open-source framework to verify and repair LLM prompts. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers have created a tool that detects AI-hallucinated citations in legal documents. "}],"uid":"36532","created_gmt":"2026-10-29 21:10:19","changed_gmt":"2026-10-30 19:37:40","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-30T00:00:00-04:00","iso_date":"2026-10-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681600":{"id":"681600","type":"image","title":"AdobeStock_2cc0dae5-a93c-42b2-bf30-419166aa8f0b.jpg","body":null,"created":"1793308229","gmt_created":"2026-10-29 21:10:29","changed":"1793308229","gmt_changed":"2026-10-29 21:10:29","alt":"AI analyzing legal document","file":{"fid":"266026","name":"AdobeStock_2cc0dae5-a93c-42b2-bf30-419166aa8f0b.jpg","image_path":"\/sites\/default\/files\/2026\/10\/29\/AdobeStock_2cc0dae5-a93c-42b2-bf30-419166aa8f0b.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/29\/AdobeStock_2cc0dae5-a93c-42b2-bf30-419166aa8f0b.jpg","mime":"image\/jpeg","size":107712,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/29\/AdobeStock_2cc0dae5-a93c-42b2-bf30-419166aa8f0b.jpg?itok=vOEwx20X"}}},"media_ids":["681600"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50875","name":"School of Computer Science"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"2556","name":"artificial intelligence"},{"id":"5155","name":"open source"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMorgan Usry, Communications Officer, School of Computer Science\u003C\/p\u003E","format":"limited_html"}],"email":["morgan.usry@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693628":{"#nid":"693628","#data":{"type":"news","title":"How Hip-Hop\u2019s Remix Culture Can Inspire Innovation in Design and Technology","body":[{"value":"\u003Cp\u003EThe connections among hip-hop, creativity, and technology will be in the spotlight during the next CTRL+CM Speaker Series event on Nov. 10.\u003C\/p\u003E\u003Cp\u003EHip-hop has long used remixing to transform existing sounds, ideas, and cultural influences into something new. At Georgia Tech, that creative practice provides a framework for thinking about innovation across design, education, and technology.\u003C\/p\u003E\u003Cp\u003EThe next CTRL+CM Speaker Series event, \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/event\/2026\/11\/10\/remixing-innovation-how-hip-hop-shapes-creativity-design-and-technology\u0022\u003E\u003Cem\u003ERemixing Innovation: How Hip-Hop Shapes Creativity, Design, and Technology\u003C\/em\u003E\u003C\/a\u003E, will bring together two Georgia Tech faculty members to explore these connections. The conversation will feature \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/joycelyn-wilson\u0022\u003E\u003Cstrong\u003EJoycelyn\u003C\/strong\u003E \u003Cstrong\u003EWilson\u003C\/strong\u003E\u003C\/a\u003E, an associate professor in the School of Literature, Media, and Communication (LMC), and will be moderated by Professor \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/susana-morris\u0022\u003E\u003Cstrong\u003ESusana\u003C\/strong\u003E \u003Cstrong\u003EMorris\u003C\/strong\u003E\u003C\/a\u003E, also with LMC.\u003C\/p\u003E\u003Cp\u003EThe event will be held Tuesday, Nov. 10, from 11 a.m. to 1 p.m. in the Scholars Event Theater. It is free and open to the public, and lunch will be provided. \u003Ca href=\u0022https:\/\/forms.cloud.microsoft\/pages\/responsepage.aspx?id=u5ghSHuuJUuLem1_Mvqgg6i9Fteo9rpJkuaIrEONRVhUNzc5NUVWUENJUjNIUEFOWllGTVJWWDdFSS4u\u0026amp;route=shorturl\u0022\u003ERegistration is required\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EDrawing on her book, \u003Cem\u003EHacking Hip Hop: Design Remix Logic in Research, Method, and Practice\u003C\/em\u003E, Wilson will examine how hip-hop\u0027s remix logic can inform creative technology and innovation. The discussion will explore how cultural practices can inspire new approaches to problem-solving, creative expression, and technological development.\u003C\/p\u003E\u003Cp\u003EWilson, an educational anthropologist, documentary film producer, and hip-hop scholar, studies the intersections of hip-hop, media, culture, design, technology, and education. Her work examines how community, storytelling, and remix culture can shape how people learn, create, and develop new technologies.\u003C\/p\u003E\u003Cp\u003EMorris will moderate the conversation, drawing on her scholarship in Black feminism, culture, storytelling, media, and Afrofuturism. She is the author of \u003Cem\u003EPositive Obsession: The Life and Times of Octavia E. Butler\u003C\/em\u003E and a co-founder of the Crunk Feminist Collective. Her work examines how race, gender, literature, and cultural expression shape how people imagine and engage with the future.\u003C\/p\u003E\u003Cp\u003ETogether, Wilson and Morris will explore how cultural knowledge and creative practices can drive innovation and challenge conventional boundaries among the humanities, design, and technology. Their conversation will highlight how understanding the cultural contexts behind creative work can open new possibilities for technological development and problem-solving.\u003C\/p\u003E\u003Cp\u003EThe event is part of the CTRL+CM Speaker Series, an initiative of the \u003Ca href=\u0022https:\/\/constellations.gatech.edu\/cict-collective-impact-creative-technology-program\u0022\u003ECollective Impact of Creative Technology (CICT) program\u003C\/a\u003E. The series brings perspectives on culture, creativity, and technology into conversation, highlighting the ways interdisciplinary thinking can inform contemporary questions in innovation and design.\u003C\/p\u003E\u003Cp\u003EFunding from the \u003Ca href=\u0022https:\/\/www.maxwell-hanrahan.org\/\u0022 target=\u0022_new\u0022 title=\u0022https:\/\/www.maxwell-hanrahan.org\/\u0022\u003E\u003Cstrong\u003EMaxwell\/Hanrahan Foundation\u003C\/strong\u003E\u003C\/a\u003E supports the CICT program. Generative AI was used to assist with an initial draft of this article. The author reviewed, revised, and fact-checked the content and is responsible for the final version.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe CTRL+CM Speaker Series is set to explore how cultural practices can inspire new approaches to problem-solving, creative expression, and technological development. On November 10, \u003Ca href=\u0022https:\/\/calendar.gatech.edu\/event\/2026\/11\/10\/remixing-innovation-how-hip-hop-shapes-creativity-design-and-technology\u0022\u003E\u003Cem\u003ERemixing Innovation: How Hip-Hop Shapes Creativity, Design, and Technology\u003C\/em\u003E\u003C\/a\u003E will bring together \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/joycelyn-wilson\u0022\u003E\u003Cstrong\u003EJoycelyn\u003C\/strong\u003E \u003Cstrong\u003EWilson\u003C\/strong\u003E\u003C\/a\u003E, an associate professor in the School of Literature, Media, and Communication (LMC), and Professor \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/susana-morris\u0022\u003E\u003Cstrong\u003ESusana\u003C\/strong\u003E \u003Cstrong\u003EMorris\u003C\/strong\u003E\u003C\/a\u003E, also in LMC.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"CTRL+CM Speaker Series is set to explore how cultural practices can inspire new approaches to problem-solving, creative expression, and technological development."}],"uid":"32045","created_gmt":"2026-10-29 17:28:20","changed_gmt":"2026-10-29 17:44:42","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-29T00:00:00-04:00","iso_date":"2026-10-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681596":{"id":"681596","type":"image","title":"hip-hop-creativity-design-tech-AdobeStock_341292695.jpeg","body":null,"created":"1793295059","gmt_created":"2026-10-29 17:30:59","changed":"1793295059","gmt_changed":"2026-10-29 17:30:59","alt":"AdobeStock-hiphop shaping creativity design and technology","file":{"fid":"266021","name":"hip-hop-creativity-design-tech-AdobeStock_341292695.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/29\/hip-hop-creativity-design-tech-AdobeStock_341292695.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/29\/hip-hop-creativity-design-tech-AdobeStock_341292695.jpeg","mime":"image\/jpeg","size":96412,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/29\/hip-hop-creativity-design-tech-AdobeStock_341292695.jpeg?itok=4_JcGbyp"}},"681598":{"id":"681598","type":"image","title":"CTRL+CM Speaker Series event graphic-hiphop-creativity-design-technology-remixing-Innovation","body":null,"created":"1793295328","gmt_created":"2026-10-29 17:35:28","changed":"1793295328","gmt_changed":"2026-10-29 17:35:28","alt":"CTRL+CM Speaker Series event graphic-hiphop-creativity-design-technology-remixing-Innovation","file":{"fid":"266023","name":"Remixing-Innovation.jpg","image_path":"\/sites\/default\/files\/2026\/10\/29\/Remixing-Innovation_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/29\/Remixing-Innovation_0.jpg","mime":"image\/jpeg","size":143209,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/29\/Remixing-Innovation_0.jpg?itok=HslW9xDD"}}},"media_ids":["681596","681598"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"606703","name":"Constellations Center"}],"categories":[{"id":"193234","name":"Campaign Stories"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"143","name":"Digital Media and Entertainment"},{"id":"132","name":"Institute Leadership"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"97611","name":"research news"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBen Snedeker\u003C\/p\u003E\u003Cp\u003ECommunications Manager\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E\u003Cp\u003Ealbert.snedeker@cc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":["albert.snedeker@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693622":{"#nid":"693622","#data":{"type":"news","title":"Researchers Find Architectural Backdoors in AI Models Are Harder to Exploit in the Real World","body":[{"value":"\u003Cp\u003EImagine a vehicle powered by artificial intelligence (AI) whose object detection system has been secretly modified to misidentify stop signs whenever a particular visual pattern appears in its camera feed.\u003C\/p\u003E\u003Cp\u003EUnlike traditional AI backdoors, which manipulate a model\u0027s learned parameters, architectural backdoors hide malicious instructions directly in the code that defines how the model operates.\u003C\/p\u003E\u003Cp\u003EHowever, everyday image-processing operations, such as cropping, adjusting contrast, or adding noise, can change a trigger pattern and prevent an attack from working, according to \u003Ca href=\u0022https:\/\/davidoygenblik.github.io\/pdfs\/FAULT.pdf\u0022\u003Enew research\u003C\/a\u003E from Georgia Tech.\u003C\/p\u003E\u003Cp\u003EThe findings challenge assumptions about how practical these attacks are. Although previous research showed that architectural backdoors could work under controlled conditions, the Georgia Tech team found that existing approaches struggle to remain effective and difficult to detect when AI systems process images under realistic conditions.\u003C\/p\u003E\u003Cp\u003E\u201cThe biggest misconception is that demonstrating an architectural backdoor under controlled conditions means it will actually work in the real world,\u201d said \u003Cstrong\u003EDavid Oygenblik\u003C\/strong\u003E, Ph.D. student and lead author of the study.\u003C\/p\u003E\u003Cp\u003EThe study details the development of FAULT, a framework for evaluating architectural backdoors under realistic conditions.\u003C\/p\u003E\u003Cp\u003EThe findings reveal a tradeoff. Attackers can make a backdoor more sensitive, so it recognizes its trigger after an image has been changed. But that also increases the chance that ordinary images will accidentally activate the backdoor, potentially hurting the AI system\u2019s performance.\u003C\/p\u003E\u003Cp\u003E\u201cFor the architectural backdoors we study, this tradeoff is fundamental,\u201d Oygenblik said.\u003C\/p\u003E\u003Cp\u003EThe team found that this problem persisted across five methods of implementing architectural backdoors. Even when attackers knew how the system would process images, they struggled to make their attacks both reliable and difficult to detect.\u003C\/p\u003E\u003Cp\u003EThe research did not test attacks against real vehicles or other production systems, nor did it demonstrate outcomes such as crashes or ransomware. Instead, it examined whether existing architectural backdoors could reliably activate under different image-processing conditions.\u003C\/p\u003E\u003Cp\u003EHowever, the findings highlight a potential risk in the AI software supply chain. If an attacker inserted malicious code into an AI model used in a real system, the backdoor could potentially cause incorrect predictions when its trigger was detected. The consequences would depend on how the system used the model\u2019s output.\u003C\/p\u003E\u003Cp\u003EBecause architectural backdoors hide in code, examining a model\u2019s learned parameters or retraining it may not be enough to uncover or remove the threat.\u003C\/p\u003E\u003Cp\u003EOygenblik said developers should test AI systems under realistic conditions, watch for unexpected drops in accuracy, and examine model code for suspicious trigger-detection logic.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/davidoygenblik.github.io\/pdfs\/FAULT.pdf\u0022\u003E\u003Cem\u003EFinding FAULTs in Architectural Backdoors: Why Trigger Detection Fails Under Real-World Conditions\u003C\/em\u003E\u003C\/a\u003E, was accepted to the \u003Ca href=\u0022https:\/\/sigsac.org\/ccs\/CCS2026\/\u0022\u003EACM Conference on Computer and Communications Security\u003C\/a\u003E. The authors will present the paper in The Hague in November.\u003C\/p\u003E\u003Cp\u003EOygenblik conducted the research with undergraduate students \u003Cstrong\u003ETeja Akella\u003C\/strong\u003E and \u003Cstrong\u003ETanmay Gupta\u003C\/strong\u003E, Ph.D. student \u003Cstrong\u003EYizhi Huang,\u003C\/strong\u003E and Associate Professor \u003Cstrong\u003EBrendan Saltaformaggio\u003C\/strong\u003E of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Laboratory\u003C\/a\u003E. The lab is a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EArchitectural backdoors in AI models appear harder to exploit reliably under real-world image processing. Georgia Tech researchers developed FAULT to evaluate these threats beyond controlled demonstrations.\u003C\/p\u003E\u003Cp\u003E\u2022\u2002Cropping, contrast changes, and similar transformations can disrupt visual triggers across five backdoor methods.\u003Cbr\u003E\u2022\u2002Increasing trigger sensitivity improves reliability but also raises accidental activations and may reduce system performance.\u003Cbr\u003E\u2022\u2002The study warns that parameter inspection or retraining may miss code-based threats, urging realistic testing and code reviews for suspicious trigger logic.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Architectural backdoors in AI models appear harder to exploit reliably under real-world image processing. Georgia Tech researchers developed FAULT to evaluate these threats beyond controlled demonstrations."}],"uid":"36253","created_gmt":"2026-10-29 17:11:18","changed_gmt":"2026-10-29 17:16:10","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-29T00:00:00-04:00","iso_date":"2026-10-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681594":{"id":"681594","type":"image","title":"Car-security.png","body":null,"created":"1793293918","gmt_created":"2026-10-29 17:11:58","changed":"1793293918","gmt_changed":"2026-10-29 17:11:58","alt":"A digital car with a lock on the top of it ","file":{"fid":"266018","name":"Car-security.png","image_path":"\/sites\/default\/files\/2026\/10\/29\/Car-security.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/29\/Car-security.png","mime":"image\/png","size":758850,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/29\/Car-security.png?itok=cyR93DUW"}}},"media_ids":["681594"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693612":{"#nid":"693612","#data":{"type":"news","title":"New Faculty Joins Tech to Advance Medicine and Science through AI","body":[{"value":"\u003Cp\u003EAs doctors increasingly rely on computational approaches to examine and treat patients, Georgia Tech is building its expertise at the intersection of healthcare, computer vision, and artificial intelligence (AI).\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/pwang.pw\/\u0022\u003EJiayun (Peter) Wang\u003C\/a\u003E began his tenure-track career on Oct. 15 as an assistant professor in the School of Computational Science and Engineering (\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ECSE\u003C\/a\u003E).\u003C\/p\u003E\u003Cp\u003EAt Georgia Tech, Wang will develop new AI tools to help doctors make better use of complex medical data. His research aims to transform information from medical images, clinical measurements, and patient records into clearer insights that improve diagnosis, treatment, and patient care.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019m excited to build a lab at Georgia Tech, and to work with students and collaborators on new ideas,\u201d Wang said. \u201cI hope our research can connect fundamental advances in AI with real challenges in healthcare and science.\u201d\u003C\/p\u003E\u003Cp\u003EBefore starting at Georgia Tech, Wang conducted postdoctoral research at Caltech and worked as a senior research scientist at Accenture. He earned his Ph.D. in 2023 from the University of California, Berkeley.\u003C\/p\u003E\u003Cp\u003EMuch of Wang\u2019s healthcare research builds on computer vision, which enables machines to interpret images and videos.\u003C\/p\u003E\u003Cp\u003EFor example, lung ultrasound is a fast, portable, and radiation-free way to check breathing problems. However, a drawback is that images can be hard to read.\u003C\/p\u003E\u003Cp\u003EWang led the development of\u0026nbsp;\u003Ca href=\u0022https:\/\/pwang.pw\/lungNO\/\u0022\u003ELUNA\u003C\/a\u003E, an AI method that converts raw ultrasound signals into maps showing how air is distributed in the lungs. This approach makes bedside lung exams more consistent and easier to interpret.\u003C\/p\u003E\u003Cp\u003EWang has also used AI to improve another common type of medical imaging: MRI.\u003C\/p\u003E\u003Cp\u003EMRI scans can take time to complete, and analyzing the results can take even longer. Patients may find it uncomfortable to lie still in a scanner and waiting for results can add stress during an already difficult time. Long scans and reviews can also make it harder for doctors to schedule procedures and consult specialists.\u003C\/p\u003E\u003Cp\u003ETo overcome this shortfall, Wang worked on a team that built a\u0026nbsp;\u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2410.16290\u0022\u003Esingle, flexible AI model\u003C\/a\u003E that reconstructs high-quality MRI images from fewer measurements across different scanning settings. Along with enabling faster scans, the approach preserves the details doctors need to make informed decisions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESurgeon training is another way Wang has helped doctors using computer vision techniques.\u003C\/p\u003E\u003Cp\u003EDuring robot-assisted surgery, trainees receive guidance from experienced surgeons. However, it is difficult to know what advice improves techniques. A\u0026nbsp;\u003Ca href=\u0022https:\/\/proceedings.mlr.press\/v259\/gupta25a.html\u0022\u003Esurgical-training study\u003C\/a\u003E that Wang co-authored combined video and spoken feedback to assess trainee learning.\u003C\/p\u003E\u003Cp\u003EWang has used less serious clinical conditions to improve quality of life through AI. Dry eye is one of the most common reasons people visit eye clinics, yet the condition is difficult to assess.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWorking with collaborators at UC Berkeley, Wang studied AI methods to analyze patient information alongside images of tiny glands in the eyelids. This work contributed to AI tools that assist in \u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2410.00292\u0022\u003Ediagnosing ocular surface diseases\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41598-025-96778-x\u0022\u003Epredicting dry eye onset based on lifestyle factors\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EBeyond healthcare, Wang also works to make AI easier to train and use. His research helps models learn from images without extensive human labeling and build strong systems that require less computing power.\u003C\/p\u003E\u003Cp\u003E\u201cMedical measurements are often noisy, incomplete, or difficult to interpret. Yet they can carry information that matters for doctors and patients,\u201d said Wang.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019m motivated by the opportunity to combine what we know about the physical world with new learning methods to build AI systems that are more reliable and useful.\u201d\u003C\/p\u003E\u003Cp\u003ELooking ahead, Wang is building the\u0026nbsp;\u003Ca href=\u0022https:\/\/swilab.cc.gatech.edu\/\u0022\u003ESWI Lab\u003C\/a\u003E (science, world models, and intelligence) at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe lab develops AI \u201cworld models\u201d that learn how physical and biological systems behave, predict how they change, and help researchers draw insights from incomplete measurements. This work connects fundamental AI advances with challenges in medicine and science.\u003C\/p\u003E\u003Cp\u003EPh.D. students\u0026nbsp;\u003Ca href=\u0022https:\/\/xfeng01.github.io\/\u0022\u003EXinsong Feng\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/zwt.zip\/\u0022\u003EWentao Zhou\u003C\/a\u003E joined SWI Lab this fall as its inaugural members. The lab welcomes prospective students, research interns, and visitors interested in world models and Wang\u2019s work.\u003C\/p\u003E\u003Cp\u003E\u201cThe opportunity to work across computing, engineering, and science attracted me most to Georgia Tech,\u201d Wang said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe most interesting problems often require both new AI ideas and deep knowledge of their applications. I look forward to studying those problems through new relationships and collaborations.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs doctors increasingly rely on computational approaches to examine and treat patients, Georgia Tech is building its expertise at the intersection of healthcare, computer vision, and artificial intelligence (AI).\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:https:\/\/pwang.pw\/\u0022\u003EJiayun (Peter) Wang\u003C\/a\u003E began his tenure-track career on Oct. 15 as an assistant professor in the School of Computational Science and Engineering (\u003Ca href=\u0022mailto:https:\/\/cse.gatech.edu\/\u0022\u003ECSE\u003C\/a\u003E).\u003C\/p\u003E\u003Cp\u003EAt Georgia Tech, Wang will develop new AI tools to help doctors make better use of complex medical data. His research aims to transform information from medical images, clinical measurements, and patient records into clearer insights that improve diagnosis, treatment, and patient care.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Jiayun (Peter) Wang began his tenure-track career at Georgia Tech on Oct. 15. He is an assistant professor in the School of Computational Science and Engineering (CSE) specializing in computer vision and AI for healthcare, biology, and science."}],"uid":"36319","created_gmt":"2026-10-29 15:05:18","changed_gmt":"2026-10-29 15:44:35","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-29T00:00:00-04:00","iso_date":"2026-10-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681588":{"id":"681588","type":"image","title":"PW3-Story-Head-Image.jpg","body":null,"created":"1793286333","gmt_created":"2026-10-29 15:05:33","changed":"1793286333","gmt_changed":"2026-10-29 15:05:33","alt":"CSE Peter Wang","file":{"fid":"266010","name":"PW3-Story-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/10\/29\/PW3-Story-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/29\/PW3-Story-Head-Image.jpg","mime":"image\/jpeg","size":125726,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/29\/PW3-Story-Head-Image.jpg?itok=4ow99w4n"}}},"media_ids":["681588"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"11506","name":"computer vision"},{"id":"194391","name":"AI in Healthcare"},{"id":"195233","name":"AI in medicine"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693089":{"#nid":"693089","#data":{"type":"news","title":"New Neural Framework Could Make LLMs More Empathetic ","body":[{"value":"\u003Cp\u003EAs more people turn to large-language models (LLMs) during personal crises, the companies behind them are engineering these AI-powered models to be more personal, empathetic, and understanding when prompts indicate a user is in emotional distress.\u003C\/p\u003E\u003Cp\u003EThe trend is raising concern about how well prepared ChatGPT, Claude, Gemini, and other popular LLMs are to provide appropriate emotional support.\u003C\/p\u003E\u003Cp\u003ETo address this concern, Georgia Tech researchers have developed a new neural framework that examines how different training sources influence empathy and social reasoning within these AI-powered models.\u003C\/p\u003E\u003Cp\u003E\u201cA lot of people are using LLMs to help process the death of a loved one, or maybe their girlfriend broke up with them, or their boyfriend cheated on them,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/glennmatlin.doctor\/\u0022\u003E\u003Cstrong\u003EGlenn Matlin\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in the School of Interactive Computing.\u003C\/p\u003E\u003Cp\u003EMatlin said the new framework he and a Georgia Tech-led research team have developed audits neural networks with an LLM and estimates the influence documents, transcripts, and other data sources have on a model\u2019s output.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re trying to connect the data to outputs, which is helpful for us in understanding where the information a language model produces comes from,\u201d he said.\u003C\/p\u003E\u003Cp\u003EMatlin is the lead author of a new paper examining model sourcing for social reasoning and how models mimic human behavior in conversations. The\u0026nbsp;\u003Ca href=\u0022https:\/\/hcai-lab-gt.github.io\/capabilibara\/\u0022\u003Epaper\u003C\/a\u003E will be presented this week at the\u0026nbsp;\u003Ca href=\u0022https:\/\/colm.cc\/\u0022\u003EConference on Language Modeling\u003C\/a\u003E in San Francisco.\u003C\/p\u003E\u003Cp\u003EMatlin said the findings suggest that an objective tone in its output indicates that a model places greater importance on textbooks or similar neutral training sources. An empathetic tone suggests the model values sources with dialogue and conversational examples more.\u003C\/p\u003E\u003Cp\u003E\u201cWe find that models tend to learn better from interpersonal dialogue when it comes to social reasoning,\u201d he said. \u201cModels that are good at social reasoning will rely less on textbooks about human emotions and more on FAQs or customer service dialogue.\u003C\/p\u003E\u003Cp\u003E\u201cIt can read all it wants from texts that explain anger, but that wouldn\u2019t help it determine whether someone is angry.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/eilab.gatech.edu\/mark-riedl.html\u0022\u003E\u003Cstrong\u003EProfessor Mark Riedl\u003C\/strong\u003E\u003C\/a\u003E, Matlin\u2019s advisor, said that knowing which sources models value most could enable engineers to alter their behavior.\u003C\/p\u003E\u003Cp\u003E\u201cThe question is, in this vast ocean of documents in this neural network, which ones become important in certain situations, and which ones don\u2019t,\u201d Riedl said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis leads to the potential for interventions in how we train the model. If we want more empathy, we might look to see where it learns empathy and give it more of those documents, fewer of them, or other documents.\u201d\u003C\/p\u003E\u003Cp\u003ERiedl said the framework can audit an LLM\u2019s sourcing for advice on any topic, from financial to medical.\u003C\/p\u003E\u003Cp\u003E\u201cWe want to help people make more informed decisions about whether they should use AI for a particular task,\u201d he said.\u003C\/p\u003E\u003Cp\u003E\u201cYou might make a different decision about whether to trust the AI\u2019s recommendation if you knew how a skill was learned and which documents influenced that decision. The first step is knowing how it learns, where it learns from, and what documents tend to lead to certain behaviors.\u201d\u003C\/p\u003E\u003Cp\u003EThe findings that Matlin, Riedl, and their collaborators have made so far came through a\u0026nbsp;\u003Ca href=\u0022https:\/\/allenai.org\/blog\/olmo-capability-tracing\u0022\u003Epartnership with the Allen AI Institute\u003C\/a\u003E (Ai2), which allowed them to audit their open-sourced LLM, Olmo 3.\u003C\/p\u003E\u003Cp\u003EWhile not as large as ChatGPT or Claude, Olmo 3\u2019s training data comprises over a billion documents.\u003C\/p\u003E\u003Cp\u003EMatilin said it\u2019s impossible to know why ChatGPT or Claude behave in certain ways because their parent companies do not disclose their training data. However, Matlin\u2019s study may help researchers to make better guesses about what\u2019s happening behind the scenes.\u003C\/p\u003E\u003Cp\u003EHe added that the study is the first of its kind and scale on an academic level.\u003C\/p\u003E\u003Cp\u003E\u201cThis is the first one that\u2019s ever been done for an open data model of that type,\u201d he said. \u201cWe\u2019re providing a view into neural networks that is hard to come by without being in the corporate setting.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers have developed a new neural framework that examines how different training sources influence empathy and social reasoning within large language models.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers have developed a new neural framework that examines how different training sources influence empathy and social reasoning within large language models."}],"uid":"36530","created_gmt":"2026-10-05 19:48:24","changed_gmt":"2026-10-26 13:09:36","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-05T00:00:00-04:00","iso_date":"2026-10-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681361":{"id":"681361","type":"image","title":"ACM-AI-2026_86A6750.jpg","body":null,"created":"1791229727","gmt_created":"2026-10-05 19:48:47","changed":"1791229727","gmt_changed":"2026-10-05 19:48:47","alt":"Mark Riedl","file":{"fid":"265741","name":"ACM-AI-2026_86A6750.jpg","image_path":"\/sites\/default\/files\/2026\/10\/05\/ACM-AI-2026_86A6750.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/05\/ACM-AI-2026_86A6750.jpg","mime":"image\/jpeg","size":123514,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/05\/ACM-AI-2026_86A6750.jpg?itok=pWipndaV"}}},"media_ids":["681361"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693148":{"#nid":"693148","#data":{"type":"news","title":"BridgeUP STEM Scholar Returns as Helen Fellow to Research AI in Mental Healthcare\u00a0","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAshley Ni\u003C\/strong\u003E first came to BridgeUP STEM as a high school student, joining in the 2024-2025 academic year. Now she is a computer science student, returning to the program as a Helen Fellow and serving as the first BridgeUP STEM participant to experience the program as both a scholar and a fellow.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs a high school student at Global Impact Academy in Fairburn, Georgia, Ni worked with four professors, spending about two months with each and exploring different areas of computing.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cIt was really cool being able to experience the different forms of computing and their significance,\u201d Ni said. \u201cOne day I would be playing AI literacy games with Dr. \u003Cstrong\u003EJudith Uchidiuno\u003C\/strong\u003E, then the next day I\u2019d be training my own ML model with Dr. \u003Cstrong\u003ESonia Chernova\u003C\/strong\u003E.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/constellations.gatech.edu\/bridgeup-stem-building-future-computing\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EBridgeUP STEM\u003C\/a\u003E is a College of Computing program that guides first-generation and low-income students by moving them beyond the traditional classroom. Funded by the Helen Gurley Brown Foundation, the program provides early, hands-on exposure to coding skills and computing research activities.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENi was interested in technology and STEM but planned to pursue a career in healthcare after high school because she considered it a more practical path.\u0026nbsp;However, in her junior year, she stepped out of her comfort zone and chose a path that felt foreign to her.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cBridgeUP really helped me through my journey. It allowed me to see what computing was all about and made me confident in my choice to switch paths,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENow, as a Helen Fellow, Ni continues to explore the intersection of computing and health through research in the lab of School of Interactive Computing Associate Professor \u003Cstrong\u003ERosa Arriaga\u003C\/strong\u003E. She is working on TEAMMAIT, an artificial intelligence (AI) assistant project focused on understanding how mental health clinicians interact with AI.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGeorgia Tech researchers are developing TEAMMAIT as an AI teammate for mental health work, with the goal of providing insights and feedback to help mental health professionals.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAlong with lab-based research, Ni\u2019s fellowship also connects her with the current BridgeUP STEM cohort.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019d say this role is both a mentorship and a research role because, in addition to the research work, I\u2019ll also be assisting Dr. Arriaga in the spring semester by mentoring her research seminars with the BridgeUP STEM scholars,\u201d Ni said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENi says that returning to the program has already felt nostalgic, especially at the first BridgeUP STEM meeting of the semester.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI met Dr. Judith as well as the people from her lab who also recognized me. It made me feel very happy seeing how enthusiastic these new scholars are, and it feels like so much yet so little has changed,\u201d Ni said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor Ni, returning as a fellow is an opportunity to share the experience that helped her find a new direction. She hopes it can encourage other students who may be uncertain about their paths.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cBridgeUP STEM is a program that is near and dear to me. It allowed me to find myself and build a path for my future career goals,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI wanted to return to BridgeUP STEM as a Helen Fellow because I would like to inspire those coming after me and share my story with them. I want to let them know that it\u2019s never too late to go for what they\u2019re truly passionate about even if you feel like it\u2019s a race against time.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHer advice to students now beginning their BridgeUP journey is to ask questions, talk to the researchers, and make the most of the experience.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs she returns to the program with a new perspective, Ni carries one lesson from her time as a scholar: \u201cTime flies and you should make the most of it.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAshley Ni\u003C\/strong\u003E first came to BridgeUP STEM as a high school student, joining in the 2024-2025 academic year. Now she is a computer science student, returning to the program as a Helen Fellow and serving as the first BridgeUP STEM participant to experience the program as both a scholar and a fellow.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ashley Ni first came to BridgeUP STEM as a high school student, joining in the 2024-2025 academic year. Now she is a computer science student, returning to the program as a Helen Fellow and serving as the first BridgeUP STEM participant to experience the "}],"uid":"36613","created_gmt":"2026-10-08 22:26:31","changed_gmt":"2026-10-26 13:07:00","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-09T00:00:00-04:00","iso_date":"2026-10-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681384":{"id":"681384","type":"image","title":"Ashley Ni","body":null,"created":"1791498570","gmt_created":"2026-10-08 22:29:30","changed":"1791498570","gmt_changed":"2026-10-08 22:29:30","alt":"Ashley Ni","file":{"fid":"265765","name":"Untitled-design--13-.png","image_path":"\/sites\/default\/files\/2026\/10\/08\/Untitled-design--13-.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/08\/Untitled-design--13-.png","mime":"image\/png","size":188397,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/08\/Untitled-design--13-.png?itok=3DZT0tZC"}}},"media_ids":["681384"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"42901","name":"Community"},{"id":"42911","name":"Education"},{"id":"134","name":"Student and Faculty"},{"id":"193157","name":"Student Honors and Achievements"}],"keywords":[{"id":"175066","name":"constellations"},{"id":"176480","name":"constellations center for equity in computing"},{"id":"654","name":"College of Computing"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EEmily Smith\u003Cbr\u003E\u003Ca href=\u0022mailto:emily.smith@cc.gatech.edu\u0022\u003Eemily.smith@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693211":{"#nid":"693211","#data":{"type":"news","title":"Deleted AI Chats May Leave Clues Behind","body":[{"value":"\u003Cp\u003EDeleting a conversation with an artificial intelligence (AI) assistant may not erase everything the assistant remembers.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers have developed a tool that can recover deleted conversations from AI assistants running on Android phones. The tool, called \u003Ca href=\u0022https:\/\/ieeexplore.ieee.org\/abstract\/document\/11573549\u0022\u003EORISA\u003C\/a\u003E, can also rebuild the recovered information into a working AI session.\u003C\/p\u003E\u003Cp\u003EThe findings show that deleting an AI conversation on a phone does not necessarily mean it removes every trace.\u003C\/p\u003E\u003Cp\u003EThe research could give digital investigators a new way to recover information from phones. It also raises privacy concerns for people who use AI assistants that run locally on their devices.\u003C\/p\u003E\u003Cp\u003ELocal AI assistants run directly on a phone rather than sending conversations to a cloud service. While the local assistant is running, information from conversations can remain in the phone\u2019s working memory even after it is deleted.\u003C\/p\u003E\u003Cp\u003EORISA searches this memory for pieces of deleted conversations.\u003C\/p\u003E\u003Cp\u003EIn one experiment, researchers created a fictional AI assistant called \u201cProject Note Keeper\u201d using the ChatterUI Android app. They gave it 100 fictional facts about a project, then deleted the conversation.\u003C\/p\u003E\u003Cp\u003EORISA recovered information from the deleted conversation and used it to create a new working session. When researchers asked the restored assistant to list the project notes it had been given, it returned 26 facts. The original session could access only 14 facts because the rest had fallen outside its active memory.\u003C\/p\u003E\u003Cp\u003EThe experiment showed that researchers could recover information the AI had already stopped actively using.\u003C\/p\u003E\u003Cp\u003E\u201cIt can help establish what information someone shared with an AI assistant and what assistance they received,\u201d said Ph.D. student \u003Cstrong\u003EKen Xu\u003C\/strong\u003E, lead author of the study.\u003C\/p\u003E\u003Cp\u003EThe researchers tested ORISA with 10 Android apps and three AI models. Across 60 test configurations, the tool recovered conversation information that remained in the phone\u2019s memory.\u003C\/p\u003E\u003Cp\u003EThe researchers say the information becomes harder to recover as the phone\u2019s memory is overwritten by other activity.\u003C\/p\u003E\u003Cp\u003EThe research was presented at the 2026 IEEE Symposium on Security and Privacy. The paper, titled \u003Cem\u003ERecovering and Rehosting Mobile Local LLM Conversations and Contexts via Memory Forensics,\u0026nbsp;\u003C\/em\u003Ewas authored by Ph.D. students Xu, \u003Cstrong\u003EDavid Oygenblik\u003C\/strong\u003E, \u003Cstrong\u003ERunze Zhang\u003C\/strong\u003E, and \u003Cstrong\u003EMingxuan Yao\u003C\/strong\u003E; Research Scientist \u003Cstrong\u003EMuhammad Ibrahim\u003C\/strong\u003E; and Associate Professor \u003Cstrong\u003EBrendan\u003C\/strong\u003E \u003Cstrong\u003ESaltaformaggio\u003C\/strong\u003E. The work was done in Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Laboratory\u003C\/a\u003E, a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDeleting a locally stored AI conversation may remove it from view without eliminating its data. Researchers find that deleted local AI chats may remain recoverable from a phone\u2019s memory through a new tool called ORISA. ORISA recovered 26 of 100 project facts from a deleted Android AI session\u2014more than the original session could still access. This shows that information an assistant appears to have forgotten may remain forensically recoverable.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers find that deleted local AI chats may remain recoverable from a phone\u2019s memory through a new tool called ORISA."}],"uid":"36253","created_gmt":"2026-10-13 12:45:52","changed_gmt":"2026-10-26 12:59:02","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-13T00:00:00-04:00","iso_date":"2026-10-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681416":{"id":"681416","type":"image","title":"Cyfi-Lab-Brendan-and-Student.jpg","body":null,"created":"1791895736","gmt_created":"2026-10-13 12:48:56","changed":"1791895736","gmt_changed":"2026-10-13 12:48:56","alt":"A man points to a rack of CPUs. He is talking to a student who is slighlty out of focus. ","file":{"fid":"265819","name":"Cyfi-Lab-Brendan-and-Student.jpg","image_path":"\/sites\/default\/files\/2026\/10\/13\/Cyfi-Lab-Brendan-and-Student.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/13\/Cyfi-Lab-Brendan-and-Student.jpg","mime":"image\/jpeg","size":362068,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/13\/Cyfi-Lab-Brendan-and-Student.jpg?itok=zg3onBN9"}}},"media_ids":["681416"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693212":{"#nid":"693212","#data":{"type":"news","title":"Small Farmers Being Weighed Down by Food Traceability Rule, New Paper Finds","body":[{"value":"\u003Cp\u003EThe Food and Drug Administration\u2019s (FDA)\u0026nbsp;\u003Ca href=\u0022https:\/\/www.fda.gov\/media\/183514\/download\u0022\u003EFood Traceability Rule\u003C\/a\u003E requires producers and distributors of perishable foods to submit electronic data records during a contamination outbreak.\u003C\/p\u003E\u003Cp\u003EHowever, a new paper by a Georgia Tech-led research team suggests that the requirements can disproportionately burden family farms and other small food producers due to a lack of technological infrastructure, resources, or compliance expertise.\u003C\/p\u003E\u003Cp\u003EThe rule is mandated by Section 204(d) of the Food Safety Modernization Act, which Congress passed and President Barack Obama signed into law in 2011. Intended to help the FDA quickly identify the source of contamination, the rule requires producers or distributors with more than $25,000 in annual produce sales to comply or face significant fines.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEarlier this year, the FDA extended its compliance deadline to July 2028. One reason for the extension may be the volume of feedback from stakeholders affected by the rule. The FDA received more than 1,200 comments during an open forum, with feedback from stakeholders ranging from major distributors to small farmers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMany small farmers commented on how they may not have the devices needed to input this data,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.kwonsoonho.com\/\u0022\u003E\u003Cstrong\u003ESoonho Kwon\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in Georgia Tech\u2019s School of Interactive Computing (SIC) and lead author of the paper. \u201cDoes this mean they have to purchase it themselves? Do they need to become educated on how to use computing systems?\u201d\u003C\/p\u003E\u003Cp\u003EKwon is a member of the\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/escapelab?pli=1\u0026amp;authuser=0\u0022\u003EEquity and Sustainability in Computing Lab\u003C\/a\u003E, which is led by SIC professor and chair\u0026nbsp;\u003Ca href=\u0022https:\/\/shaowenbardzell.com\/about\/\u0022\u003E\u003Cstrong\u003EShaowen Bardzell\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EMany small farms also said they can\u2019t afford to hire someone to track the data.\u003C\/p\u003E\u003Cp\u003EOne small farmer said the amount of data tracking required by the rule is overwhelming. Some of the required data include:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ea1cd1b17babad7a094193ce3cfcdc1e5\u0022\u003Elocation and name of the field where food was harvested\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e3e0b858de04d537ed1544ed215d6a3ca\u0022\u003Edate of harvest\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e513b4f8aa9e9d9f23b57363206857f61\u0022\u003Epacking dates\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e619ee0212b73538d858d6c2bed7b8f07\u0022\u003Eshipping dates\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cPlease do not force us to do technology stuff,\u201d the commenter said. \u201cIt\u2019s hard enough to keep up with the local demand as it is. We run a pretty low digital technology effort. It\u2019s basically harvest fresh organically grown veggies and sell them to local people.\u201d\u003C\/p\u003E\u003Cp\u003EKwon said the intention of the Food Traceability Rule is admirable.\u003C\/p\u003E\u003Cp\u003E\u201cPreventing foodborne illness is critical, and data- and technology-driven governance can be a powerful tool toward that goal,\u201d he said. \u201cBut it\u2019s equally important to think critically about who is supposed to be the default user of these systems, and who gets missed in the process. It\u2019s undermining the people who are unable to comply.\u201d\u003C\/p\u003E\u003Cp\u003EOther factors didn\u2019t appear to be considered by the FDA, including the lack of technological infrastructure in rural America, where many foods are grown.\u003C\/p\u003E\u003Cp\u003E\u201cMany parts of rural America have limited or unreliable internet access,\u201d Kwon said. \u201cIf the FDA wants them to send this data, they must comply within 24 hours. Does that mean they have to stop their daily routine and drive to a city that has internet to send it? The rule is operating on the assumption that everyone is dealing with the same physical environment.\u201d\u003C\/p\u003E\u003Cp\u003ECulture and religion also seem overlooked. Some commenters raised concerns that Amish farmers who avoid certain technologies for religious reasons would be pressured into digital record keeping.\u003C\/p\u003E\u003Cp\u003EMany major distributors and organizations expressed support for the Food Traceability Rule in the FDA\u2019s forum.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cathwieczorek.com\/\u0022\u003E\u003Cstrong\u003ECatherine Wieczorek\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in SIC and co-author on the paper, said these organizations don\u2019t have the same tension points as smaller producers.\u003C\/p\u003E\u003Cp\u003E\u201cLarger food producers have the operational capacity to do the type of work the rule requires,\u201d Wieczorek said. \u201cWe find there\u2019s a power imbalance when it comes to smaller food producers like a family farm. Change at that scale is difficult for smaller producers.\u201d\u003C\/p\u003E\u003Cp\u003EBardzell, who advises Kwon and Wieczorek, said the situation provides computing researchers an opportunity to create interventions that will benefit those with fewer resources.\u003C\/p\u003E\u003Cp\u003E\u201cIn a data age when we\u2019re adding AI into our work processes and labor practices, we need to think about how this need creates unequal burdens on different stakeholders in our food system,\u201d Bardzell said. \u201cIt\u2019s a significant challenge for computing going forward.\u201d\u003C\/p\u003E\u003Cp\u003EKwon will present the paper on behalf of his collaborators next week at the\u0026nbsp;\u003Ca href=\u0022https:\/\/cscw.acm.org\/2026\/\u0022\u003EACM Conference on Computer-Supported Cooperative Work and Social Computing\u003C\/a\u003E (CSCW) in Salt Lake City, Utah. Their research is supported by the National Science Foundation.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA new paper by a Georgia Tech-led research team suggests that the FDA\u0027s Food Traceability Rule can disproportionately burden family farms and other small food producers due to a lack of technological infrastructure, resources, or compliance expertise.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new paper by a Georgia Tech-led research team suggests that the FDA\u0027s Food Traceability Rule can disproportionately burden family farms and other small food producers due to a lack of technological infrastructure, resources, or compliance expertise."}],"uid":"36530","created_gmt":"2026-10-13 14:42:39","changed_gmt":"2026-10-26 12:58:29","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-13T00:00:00-04:00","iso_date":"2026-10-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681417":{"id":"681417","type":"image","title":"AdobeStock_615559252.jpeg","body":null,"created":"1791902571","gmt_created":"2026-10-13 14:42:51","changed":"1791902571","gmt_changed":"2026-10-13 14:42:51","alt":"A farmer holds a tablet while a woman to his right assists him","file":{"fid":"265820","name":"AdobeStock_615559252.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/13\/AdobeStock_615559252.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/13\/AdobeStock_615559252.jpeg","mime":"image\/jpeg","size":129552,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/13\/AdobeStock_615559252.jpeg?itok=pcEMK4t4"}}},"media_ids":["681417"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194609","name":"Industry"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71901","name":"Society and Culture"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693262":{"#nid":"693262","#data":{"type":"news","title":"CS Ph.D. Student Gains Industry Insight at Apple","body":[{"value":"\u003Cp\u003EFor many graduate students, an internship offers a chance to see how their research holds up outside the lab. \u003Ca href=\u0022https:\/\/oytunkuday.com\u0022\u003E\u003Cstrong\u003EOytun Duran\u003C\/strong\u003E\u003C\/a\u003E, a third-year computer science Ph.D. student, had that opportunity this summer at Apple.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDuran spent nearly four months interning at Apple\u2019s headquarters in Cupertino, California. His work during the internship focused on Apple\u2019s Foundation Models, a series of generative AI models that power Apple Intelligence, and on the large-scale infrastructure and tooling around them. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDuran\u2019s research interests lie at the intersection of computer architecture, systems, and machine learning. More recently, he has focused on making artificial intelligence (AI) workloads more accessible, sustainable, and cost-effective. Duran is co-advised by Associate Professor \u003Ca href=\u0022https:\/\/eiclab.scs.gatech.edu\/pages\/team.html#PI\u0022\u003E\u003Cstrong\u003EYingyan (Celine) Lin\u003C\/strong\u003E\u003C\/a\u003E and Assistant Professor \u003Ca href=\u0022https:\/\/www.anand-iyer.com\u0022\u003E\u003Cstrong\u003EAnand Iyer\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E \u003C\/strong\u003Ein the School of Computer Science.\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDuran said he saw the internship as an opportunity to gain industry experience and apply his knowledge to real-world problems. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIndustry research is particularly exciting to me because you can work on challenging problems while also seeing how these ideas can translate into systems and products at a very large scale and impact nearly a billion lives,\u201d he said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs a research intern, Duran especially appreciated the level of independence he was given. He was expected to take initiative to find problems on his own and then develop solutions with his mentors. Although Duran liked taking ownership of his work, he also came to better understand the value of outside input. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cOne thing I\u2019m continuing to improve is recognizing when it\u2019s more efficient to ask for input earlier rather than spending too much time trying to solve everything independently,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDuran said he enjoyed the internship, especially the people he met. However, the biggest highlight for him was presenting his work.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI had the opportunity to present several times, including to larger audiences across different organizations, and I really enjoyed discussing the findings and getting feedback from people with different perspectives,\u201d he said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to the technical knowledge he gained, Duran said the experience gave him a new perspective on how research and engineering work in industry. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI realized that combining strong research with real business needs can often create much greater impact than research alone,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI really enjoyed seeing my work translate into something with broader, tangible impact, and that has influenced the kind of work I want to pursue in the future.\u201d \u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFor many graduate students, an internship offers a chance to see how their research holds up outside the lab. \u003Cstrong\u003EOytun Duran\u003C\/strong\u003E, a third-year computer science Ph.D. student, had that opportunity this summer at Apple.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A computer science Ph.D. student spent his summer interning at Apple, gaining industry insight and experience. "}],"uid":"36532","created_gmt":"2026-10-15 22:14:47","changed_gmt":"2026-10-26 12:58:02","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-15T00:00:00-04:00","iso_date":"2026-10-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681444":{"id":"681444","type":"image","title":"OytunDuran.JPG","body":null,"created":"1792103427","gmt_created":"2026-10-15 22:30:27","changed":"1792103427","gmt_changed":"2026-10-15 22:30:27","alt":"Man standing outside in front of rainbow sculpture ","file":{"fid":"265852","name":"OytunDuran.JPG","image_path":"\/sites\/default\/files\/2026\/10\/15\/OytunDuran.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/15\/OytunDuran.JPG","mime":"image\/jpeg","size":149185,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/15\/OytunDuran.JPG?itok=A_XEkfLm"}}},"media_ids":["681444"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50875","name":"School of Computer Science"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[],"core_research_areas":[],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:morgan.usry@cc.gatech.edu\u0022\u003EMorgan Usry\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ECollege of Computing\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693263":{"#nid":"693263","#data":{"type":"news","title":"Cybersecurity Community Rallies Around Campus Food Insecurity","body":[{"value":"\u003Cp\u003EThroughout the month of September, faculty and staff in the School of Cybersecurity and Privacy raised over $3,600 for \u003Ca href=\u0022https:\/\/star.studentlife.gatech.edu\/klemis-kitchen\u0022\u003EKlemis Kitchen\u003C\/a\u003E, Georgia Tech\u2019s on-campus food bank.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe kitchen serves students in need with groceries or meals, works to reduce food waste on campus, and is part of \u003Ca href=\u0022https:\/\/star.studentlife.gatech.edu\/\u0022\u003EStudents\u2019 Temporary Assistance and Resources\u003C\/a\u003E (STAR) Services.\u003C\/p\u003E\u003Cp\u003E\u201cThe STAR Office is so grateful to the School of Cybersecurity and Privacy for sponsoring a food drive this semester,\u201d said STAR Program Director \u003Cstrong\u003ESteven Fazenbaker.\u0026nbsp;\u003C\/strong\u003E\u201cYour successful campaign has put us in a position to serve over 300 students by keeping Klemis Kitchen fully stocked with our most popular shelf-stable food items for the rest of the fall semester.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u201cIt also allows us to get a head start restocking Klemis Kitchen during the winter break, so we will be ready when the spring semester begins. Thank you so much for your over-the-top generosity.\u201d\u003C\/p\u003E\u003Cp\u003EThe school exceeded its goal by $1,600 and surpassed \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/scp-food-drive\u0022\u003Elast year\u2019s donation\u003C\/a\u003E of $2,110.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDirector of Research Operations \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/staffer-prioritizes-building-school-culture\u0022\u003E\u003Cstrong\u003EMary Helen Hayes\u003C\/strong\u003E\u003C\/a\u003E organized the food drive and spent September fundraising.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhile I organized and led the drive, its success came from the generosity and community spirit of our faculty and staff,\u201d Hayes said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThank you to everyone who contributed and helped make it possible. SCP is proud to support such a meaningful cause, and we truly hope our contribution makes a difference for Klemis Kitchen and the students it serves.\u201d\u003C\/p\u003E\u003Cp\u003EWhile SCP hosts this food drive once a year, Klemis Kitchen accepts donations year-round.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EVisit \u003Ca href=\u0022https:\/\/star.studentlife.gatech.edu\/klemis-kitchen\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/star.studentlife.gatech.edu\/klemis-kitchen\u0022\u003EKlemis Kitchen\u003C\/a\u003E to learn more about how you can help. The Kitchen relies 100% on donations, including leftovers from the dining halls, donations from community partners like grocery stores and churches, and food drives sponsored by departments across campus.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by John Popham\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s cybersecurity community raised over $3,600 for Klemis Kitchen in September. The campaign strengthened food access for students and supported future restocking. The fundraiser exceeded its goal by $1,600 and surpassed last year\u2019s $2,110 donation, helping Klemis Kitchen serve over 300 students through fall and prepare for spring. Organized by Mary Helen Hayes, the drive reflected faculty and staff generosity, while Klemis Kitchen continues accepting donations year-round.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u2019s cybersecurity community raised over $3,600 for Klemis Kitchen in September. The campaign strengthened food access for students and supported future restocking."}],"uid":"36253","created_gmt":"2026-10-16 12:56:02","changed_gmt":"2026-10-26 12:57:27","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-16T00:00:00-04:00","iso_date":"2026-10-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681450":{"id":"681450","type":"image","title":"SCP-Food-Drive-2026.jpg","body":null,"created":"1792413326","gmt_created":"2026-10-19 12:35:26","changed":"1792413326","gmt_changed":"2026-10-19 12:35:26","alt":"A group photo of more than a dozen people. A woman in the center is holding a large check for Klemis Kitchen, Georgia Tech\u0027s on-campus food pantry. ","file":{"fid":"265858","name":"SCP-Food-Drive-2026.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/SCP-Food-Drive-2026.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/SCP-Food-Drive-2026.jpg","mime":"image\/jpeg","size":1555304,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/SCP-Food-Drive-2026.jpg?itok=sRFybjCz"}},"681452":{"id":"681452","type":"image","title":"Food-Drive-4.jpg","body":null,"created":"1792413487","gmt_created":"2026-10-19 12:38:07","changed":"1792413487","gmt_changed":"2026-10-19 12:38:07","alt":"A smiling woman unloading food from a car. ","file":{"fid":"265860","name":"Food-Drive-4.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Food-Drive-4.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Food-Drive-4.jpg","mime":"image\/jpeg","size":4795205,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Food-Drive-4.jpg?itok=NxJ96fzq"}},"681453":{"id":"681453","type":"image","title":"Food-Drive-5.jpg","body":null,"created":"1792413487","gmt_created":"2026-10-19 12:38:07","changed":"1792413487","gmt_changed":"2026-10-19 12:38:07","alt":"A group of people standing around a large amount of food for Klemis Kitchen. ","file":{"fid":"265861","name":"Food-Drive-5.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Food-Drive-5.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Food-Drive-5.jpg","mime":"image\/jpeg","size":5382040,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Food-Drive-5.jpg?itok=3uKOvhLZ"}},"681454":{"id":"681454","type":"image","title":"Food-Drive-6.jpg","body":null,"created":"1792413487","gmt_created":"2026-10-19 12:38:07","changed":"1792413487","gmt_changed":"2026-10-19 12:38:07","alt":"A group of people standing around a large amount of food for Klemis Kitchen. ","file":{"fid":"265862","name":"Food-Drive-6.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Food-Drive-6.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Food-Drive-6.jpg","mime":"image\/jpeg","size":4094472,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Food-Drive-6.jpg?itok=6-TctkHI"}}},"media_ids":["681450","681452","681453","681454"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"129","name":"Institute and Campus"},{"id":"134","name":"Student and Faculty"},{"id":"194836","name":"Sustainability"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693264":{"#nid":"693264","#data":{"type":"news","title":"When a Ship\u2019s Systems Lie, Cybersecurity Gets Complicated","body":[{"value":"\u003Cp\u003ESailors at sea rely on electronic equipment to keep ships on course and out of danger, but what happens when hackers get involved? Are the mariners equipped to handle modern cybersecurity threats like GPS spoofing?\u003C\/p\u003E\u003Cp\u003EIn a \u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2609.12810\u0022\u003Estudy\u003C\/a\u003E accepted for the 2026 \u003Ca href=\u0022https:\/\/www.sigsac.org\/ccs\/CCS2026\/index.html\u0022\u003EACM Conference on Computer and Communications Security\u003C\/a\u003E, Georgia Tech researchers interviewed 20 military sailors about their cybersecurity experiences, training, and responses to hypothetical scenarios. Their findings point to a gap between how mariners are trained to handle emergencies and how cyberattacks can compromise the systems they depend on.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe study found several gaps in how crews prepare for cyber threats:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022edf63c815360cecb04c01d6561be9a7b1\u0022\u003ETraining often misses the mark. Thirteen participants said that standard cybersecurity training was largely irrelevant to their shipboard duties, and 14 reported receiving no mission-specific cybersecurity training.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e619f896d048b6bcd034a76176e6067bb\u0022\u003EOperational technology is often overlooked. Eighteen participants said their training did not distinguish between traditional information technology and operational technology, such as navigation and propulsion systems.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e928f3fef211e61dcd97e963697bd9389\u0022\u003EObvious failures are easier to recognize. Eighteen participants said they would primarily look for visible signs of operational problems when identifying a potential cyberattack.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e1499170bf08bd8a760ed09fee3a091d7\u0022\u003ECybersecurity is often a low priority. Seventeen participants described their cybersecurity training as absent, low quality, or a low priority.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThese gaps matter because cyberattacks can compromise a system without causing it to stop working. For example, an attacker could manipulate navigation data, leaving a crew to make decisions based on false information.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019d assume it was anything but cyber at first. It would probably take me quite some time to get to that conclusion,\u201d one participant told the researchers.\u003C\/p\u003E\u003Cp\u003EThe team examined three hypothetical scenarios: GPS spoofing, loss of propulsion control in a high-traffic area, and failure of electronic navigation systems in a congested channel at night.\u003C\/p\u003E\u003Cp\u003EIn each scenario, mariners would first focus on keeping the vessel safe, using established procedures to stabilize the ship and troubleshoot its systems. While this response is essential during an emergency, it could delay recognition of an attack if crews do not consider that the system or its data may have been compromised.\u003C\/p\u003E\u003Cp\u003EFor example, a ship navigating a narrow channel depends on accurate location information, but what happens when its navigation systems appear to work normally while a hacker manipulates that data?\u003C\/p\u003E\u003Cp\u003EAn attacker could use GPS spoofing to falsify a vessel\u2019s reported position. If the false position is close enough to the ship\u2019s actual location, a mariner might not notice anything wrong. The vessel could gradually head toward shallow water or another obstacle without triggering an obvious error or alarm.\u003C\/p\u003E\u003Cp\u003E\u201cBy the time the mariner realizes something is wrong, the ship\u2019s size and limited maneuverability could make it too late to avoid a grounding or collision,\u201d said \u003Cstrong\u003EAnna Raymaker\u003C\/strong\u003E, a Georgia Tech Ph.D. student who studies maritime security.\u003C\/p\u003E\u003Cp\u003EThe scenario illustrates a central challenge in maritime cybersecurity: An equipment failure may be easy to recognize, but a cyberattack that provides false information can be much harder to detect.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2609.12810\u0022\u003E\u003Cem\u003EBatten the Hatches: Cybersecurity with Military Mariners\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u0026nbsp;\u003C\/em\u003Ewas written by master\u2019s student \u003Cstrong\u003ERyan Von Brock\u003C\/strong\u003E, Raymaker, Research Scientist \u003Cstrong\u003EAnimesh Chhotaray\u003C\/strong\u003E, Associate Professors \u003Cstrong\u003EFrank Li\u003C\/strong\u003E and \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E, and Provost \u0026amp; Executive Vice President for Academic Affairs \u003Cstrong\u003ERaheem Beyah\u003C\/strong\u003E.\u003C\/p\u003E\u003Cp\u003EThe research was conducted in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Security Lab\u003C\/a\u003E, a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by Terence Rushin\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMaritime cybersecurity training leaves sailors vulnerable to attacks that manipulate ship systems without obvious failures. The Georgia Tech study identifies weaknesses in preparation and threat recognition among military mariners. Interviews with 20 military sailors found that 13 considered standard training irrelevant, while 14 lacked mission-specific cybersecurity training. Operational technology gaps affected 18 participants, and 18 said they would mainly seek visible operational problems when detecting attacks. In scenarios involving GPS spoofing and navigation or propulsion failures, crews prioritized vessel safety, but false data could delay detection and cause grounding or collision.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Maritime cybersecurity training leaves sailors vulnerable to attacks that manipulate ship systems without obvious failures. The Georgia Tech study identifies weaknesses in preparation and threat recognition among military mariners."}],"uid":"36253","created_gmt":"2026-10-16 13:29:06","changed_gmt":"2026-10-26 12:57:00","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-16T00:00:00-04:00","iso_date":"2026-10-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681456":{"id":"681456","type":"image","title":"Saman-Zonouz-Lab_banner.jpg","body":null,"created":"1792414735","gmt_created":"2026-10-19 12:58:55","changed":"1792414735","gmt_changed":"2026-10-19 12:58:55","alt":"A group photo of students and faculty standing around lab equipment found on a ship. ","file":{"fid":"265864","name":"Saman-Zonouz-Lab_banner.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_banner.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_banner.jpg","mime":"image\/jpeg","size":1807296,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Saman-Zonouz-Lab_banner.jpg?itok=C77DD-Gm"}},"681458":{"id":"681458","type":"image","title":"Saman-Zonouz-Lab_side-view.jpg","body":null,"created":"1792414735","gmt_created":"2026-10-19 12:58:55","changed":"1792414735","gmt_changed":"2026-10-19 12:58:55","alt":"A group of students working on lab equipment. The equipment replicates a ship\u0027s helm. ","file":{"fid":"265866","name":"Saman-Zonouz-Lab_side-view.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_side-view.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_side-view.jpg","mime":"image\/jpeg","size":1676397,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Saman-Zonouz-Lab_side-view.jpg?itok=-Potoyjw"}},"681457":{"id":"681457","type":"image","title":"Saman-Zonouz-Lab_ship-equipment.jpg","body":null,"created":"1792414735","gmt_created":"2026-10-19 12:58:55","changed":"1792414735","gmt_changed":"2026-10-19 12:58:55","alt":"Lab equipment of a ship steering wheel and other electronic  measuring devices. ","file":{"fid":"265865","name":"Saman-Zonouz-Lab_ship-equipment.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_ship-equipment.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_ship-equipment.jpg","mime":"image\/jpeg","size":1781292,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Saman-Zonouz-Lab_ship-equipment.jpg?itok=mkKyqYFy"}}},"media_ids":["681456","681458","681457"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"147","name":"Military Technology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693300":{"#nid":"693300","#data":{"type":"news","title":"Sensing Data Toolkit Helps Improve Therapy for Veterans With PTSD","body":[{"value":"\u003Cp\u003EClinical psychologists who treat post-traumatic stress disorder (PTSD) could soon gain better insight into how their patients experience triggering environments and situations outside the clinic.\u003C\/p\u003E\u003Cp\u003ECognitive behavioral therapies require patients to practice skills between sessions. Clinicians rely on retrospective patient reports to understand what happens during that time.\u003C\/p\u003E\u003Cp\u003EHowever, recall bias, selective disclosure, and difficulty remembering can render those reports subjective, incomplete, or inaccurate.\u003C\/p\u003E\u003Cp\u003EClinicians can now see sensor data on how patients\u2019 bodies react in these situations thanks to a new technology toolkit from Georgia Tech and Emory University.\u003C\/p\u003E\u003Cp\u003EA new app that syncs with a FitBit wearable device can track and record heart rate, step count, noise level, and other sensor data when patients practice prolonged exposure homework assigned by their therapists.\u003C\/p\u003E\u003Cp\u003EA web dashboard lets clinicians review that data, add notes, and track patient progress. This information helps them structure therapy sessions more effectively and accelerate patient progress.\u003C\/p\u003E\u003Cp\u003EThe toolkit is the culmination of a\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/627023\/new-12-million-nsf-grant-aims-improve-treatment-ptsd-patients\u0022\u003E$1.2 million National Science Foundation\u003C\/a\u003E grant awarded to Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/riarriaga\/home\u0022\u003E\u003Cstrong\u003ERosa Arriaga\u003C\/strong\u003E\u003C\/a\u003E and Emory\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/med.emory.edu\/directory\/profile\/?u=AMSHERR\u0022\u003E\u003Cstrong\u003EAndrew Sherrill\u003C\/strong\u003E\u003C\/a\u003E in 2019.\u003C\/p\u003E\u003Cp\u003EArriaga is an associate professor at Tech\u2019s School of Interactive Computing. Sherrill is an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/med.emory.edu\/departments\/psychiatry\/index.html\u0022\u003EDepartment of Psychiatry and Behavioral Sciences\u003C\/a\u003E at the\u0026nbsp;\u003Ca href=\u0022https:\/\/med.emory.edu\/\u0022\u003EEmory School of Medicine\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ESherrill is also a practicing clinical psychologist at the Emory Healthcare Veterans Program and has worked with veterans with PTSD for more than a decade.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EArriaga and the students in her\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/riarriaga\/lab?authuser=0\u0022\u003EUbicomp Health and Wellness Lab\u003C\/a\u003E spent five years developing the toolkit, which they call the Patient Engagement Computational Sensing System (PECSS).\u003C\/p\u003E\u003Cp\u003E\u201cIt was a lot of master\u2019s students and undergrads who built the back end to the app and the dashboard,\u201d Arriaga said. \u201cIt was a lot of work and effort by a lot of students to take an idea from conception to deployment.\u201d\u003C\/p\u003E\u003Cp\u003EThe researchers originally titled the toolkit the Prolonged Exposure Collecting Sensing System, but they changed the name after realizing it could be used for other types of therapy.\u003C\/p\u003E\u003Cp\u003E\u201cThe idea is that for any therapy that has a homework component, this can bridge the gap between patient self-reporting and clinician intuition,\u201d Arriaga said.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.natswinger.com\/\u0022\u003E\u003Cstrong\u003ENathaniel Swinger,\u003C\/strong\u003E\u003C\/a\u003E a Ph.D. student in Arriaga\u2019s lab, co-led a paper on the study\u2019s results along with Ph.D. student Myeonghan Ryu. Their paper received a best paper award at the\u0026nbsp;\u003Ca href=\u0022https:\/\/cscw.acm.org\/2026\/\u0022\u003E2026 ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW).\u003C\/a\u003E Best papers are given to less than 1% of the papers published at the conference.\u003C\/p\u003E\u003Cp\u003E\u201cOur findings showed that the deployment was quite successful,\u201d Swinger said. \u201cOver 75% of the patients who incorporated PECSS into their treatment experienced a clinically significant change in symptoms. We don\u2019t know if that\u2019s causal, but there is some evidence the system worked to facilitate the process.\u201d\u003C\/p\u003E\u003Cp\u003EProlonged exposure is a method for systematically approaching trauma memories and reminders to make them safe and tolerable for patients. It is typically delivered in one-on-one therapy sessions.\u003C\/p\u003E\u003Cp\u003ESherrill said the toolkit shows promise toward enhancing prolonged exposure therapy outside of clinical settings.\u003C\/p\u003E\u003Cp\u003E\u201cProlonged exposure has been researched more than any other therapy that exists,\u201d Sherrill said. \u201cWe know it\u2019s effective, but we\u2019ve had problems for decades implementing it in the real world.\u003C\/p\u003E\u003Cp\u003E\u201cThere\u2019s a need for technology in taking what patients learn in their sessions and having them replicate it outside of the clinic.\u201d\u003C\/p\u003E\u003Cp\u003EUntil now, the impact prolonged exposure on a patient with PTSD depends on the patient\u2019s willingness to self-report the results of their homework.\u003C\/p\u003E\u003Cp\u003E\u201cThe number of potential triggers is an endless list,\u201d Sherrill said. \u201cWe want people to approach them with their guard down and not to engage in avoidance or soothing behaviors.\u201d\u003C\/p\u003E\u003Cp\u003ESherrill said most of his patients have shown interest in continuing to use the toolkit \u2014 even after therapy is no longer needed.\u003C\/p\u003E\u003Cp\u003E\u201cA system like this could reduce the frequency of sessions with a therapist,\u201d Sherrill said. \u201cWe\u2019re teaching patients to be their own therapists. This toolkit gives them a greater sense of independence.\u201d\u003C\/p\u003E\u003Cp\u003EGiven the promising results, Swinger said that ideally the next step would be a large-scale clinical trial.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re looking to better test the causal clinical impacts of the system and a more generalizable notion of efficacy,\u201d Swinger said. \u201cWe want to rigorously test it in a clinical setting for people beyond veterans with PTSD.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EClinicians can now see sensor data on how patients\u2019 bodies react in triggering environments thanks to a new technology toolkit from Georgia Tech and Emory University.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Clinicians can now see sensor data on how patients\u2019 bodies react in triggering environments thanks to a new technology toolkit from Georgia Tech and Emory University."}],"uid":"36530","created_gmt":"2026-10-19 17:24:16","changed_gmt":"2026-10-26 12:56:30","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-19T00:00:00-04:00","iso_date":"2026-10-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681463":{"id":"681463","type":"image","title":"AdobeStock_864610717.jpeg","body":null,"created":"1792430666","gmt_created":"2026-10-19 17:24:26","changed":"1792430666","gmt_changed":"2026-10-19 17:24:26","alt":"A therapist sits across from her patient who is a veteran with PTSD","file":{"fid":"265871","name":"AdobeStock_864610717.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AdobeStock_864610717.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AdobeStock_864610717.jpeg","mime":"image\/jpeg","size":139731,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AdobeStock_864610717.jpeg?itok=gpVvUOZu"}}},"media_ids":["681463"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71901","name":"Society and Culture"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693317":{"#nid":"693317","#data":{"type":"news","title":"Georgia Tech Researchers Find a Way to Reduce AI Chatbots\u2019 Reinforcement of Delusions","body":[{"value":"\u003Cp\u003EArtificial intelligence (AI) chatbots can give people a comfortable place to discuss personal thoughts and feelings. However, when a chatbot constantly agrees with a user, it can reinforce false beliefs and potentially \u003Ca href=\u0022https:\/\/www.theatlantic.com\/technology\/2025\/12\/ai-psychosis-is-a-medical-mystery\/685133\/?gift=rYkYJRkiFfFnni2r6QoYhEoKOopttUMYKvO0wk3NqmY\u0026amp;utm_source=copy-link\u0026amp;utm_medium=social\u0026amp;utm_campaign=share\u0022\u003Ecause harm\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3849709\u0022\u003ENew research\u003C\/a\u003E from Georgia Tech suggests that a simple change to a chatbot\u2019s instructions could reduce that risk. The work was accepted to the \u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3849709\u0022\u003EACM AI Letters\u003C\/a\u003E publication.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EResearchers \u003Cstrong\u003ELorenzo de la Loza\u003C\/strong\u003E and \u003Cstrong\u003EVijay Madisetti\u003C\/strong\u003E tested eight AI models in 1,280 experiments involving simulated conversations about delusional beliefs. They found that instructions designed to discourage excessive agreement reduced the models\u2019 confirmation of those beliefs by 73.8%. Adding a self-reflection step increased the reduction to 77%.\u003C\/p\u003E\u003Cp\u003E\u201cWe think that this paper will help AI providers and solution creators better understand how best to protect and safeguard their users from harming themselves,\u201d Madisetti said. \u201cThis may make AI safer for all of us.\u201d\u003C\/p\u003E\u003Cp\u003EAI chatbots are designed to be helpful and supportive. But that behavior can become risky when a chatbot agrees with a user\u2019s beliefs without questioning whether they reflect reality. Researchers call this behavior sycophancy.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECourtney Crooks\u003C\/strong\u003E, a principal research scientist at the \u003Ca href=\u0022https:\/\/gtri.gatech.edu\/\u0022\u003EGeorgia Tech Research Institute\u003C\/a\u003E and adjunct faculty member in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E, said chatbot conversations can have both positive and negative effects.\u003C\/p\u003E\u003Cp\u003EPeople may feel more comfortable discussing difficult thoughts with a chatbot than with another person. But if the chatbot always agrees, users may miss opportunities to question their beliefs or consider other points of view.\u003C\/p\u003E\u003Cp\u003EThe same behavior that makes a chatbot feel supportive, Crooks explained, can also encourage harmful patterns of thinking.\u003C\/p\u003E\u003Cp\u003EThe researchers tested instructions that told AI models not to reinforce users\u2019 beliefs simply to be agreeable. The team evaluated the models using 16 clinically derived scenarios involving delusional beliefs.\u003C\/p\u003E\u003Cp\u003EThe team also tested other safety tools, including systems designed to flag potentially harmful content. The results suggest that changing a chatbot\u2019s instructions can be an effective way to reduce excessive agreement in the scenarios tested.\u003C\/p\u003E\u003Cp\u003ECrooks called the findings a promising direction for future research combining psychology and AI safety.\u003C\/p\u003E\u003Cp\u003EThe study did not test people in clinical settings or prove that the approach prevents real-world harm. However, it offers developers a potential way to make chatbots more careful when responding to vulnerable users without building an entirely new AI model.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers found that instruction changes can reduce chatbots\u2019 reinforcement of delusional beliefs. The study suggests a practical safety measure while noting its real-world limits.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers found that instruction changes can reduce chatbots\u2019 reinforcement of delusional beliefs."}],"uid":"36253","created_gmt":"2026-10-20 14:31:00","changed_gmt":"2026-10-26 12:55:58","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681502":{"id":"681502","type":"image","title":"AI-Chatbot.jpg","body":null,"created":"1792602258","gmt_created":"2026-10-21 17:04:18","changed":"1792602258","gmt_changed":"2026-10-21 17:04:18","alt":"A person at a computer. A little digital robot is hovering near his fingers.","file":{"fid":"265912","name":"AI-Chatbot.jpg","image_path":"\/sites\/default\/files\/2026\/10\/21\/AI-Chatbot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/AI-Chatbot.jpg","mime":"image\/jpeg","size":1715464,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/AI-Chatbot.jpg?itok=9cA4rhB2"}},"681478":{"id":"681478","type":"image","title":"Vijay.jpg","body":null,"created":"1792507064","gmt_created":"2026-10-20 14:37:44","changed":"1792507064","gmt_changed":"2026-10-20 14:37:44","alt":"A man in a suit speaking with two students. ","file":{"fid":"265888","name":"Vijay.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/Vijay_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/Vijay_0.jpg","mime":"image\/jpeg","size":1580263,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/Vijay_0.jpg?itok=Dfwgw1z0"}}},"media_ids":["681502","681478"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693393":{"#nid":"693393","#data":{"type":"news","title":"AI Improves Diabetes Care One Decision at a Time","body":[{"value":"\u003Cp\u003EPublic health systems often face a difficult challenge when time, funding, and resources are limited: who should receive care first? These decisions are complicated further by differences in patient needs, disease progression, and social factors like access to care.\u003C\/p\u003E\u003Cp\u003EA team of computer scientists and doctors led by Georgia Tech aims to change that. Using a system of artificial intelligence (AI) models, the team can help clinicians deliver the right intervention to the right patient at the right time.\u003C\/p\u003E\u003Cp\u003ETheir system uses Restless Multi-Armed Bandit (RMAB) models. While the name is technical, the idea is simple. The RMAB framework helps decision-makers choose the best actions over time when conditions are complex and constantly changing.\u003C\/p\u003E\u003Cp\u003EThis project will tackle Type 2 Diabetes (T2D), building on previous experience expanding RMAB models to support maternal health care in India. Success on this front could lead to treating other chronic illnesses, like hypertension, heart disease, kidney disease, and mental health.\u003C\/p\u003E\u003Cp\u003ERecognizing the RMAB system\u2019s potential, the National Institutes of Health (NIH)\u0026nbsp; awarded the group an R01 grant.\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/reporter.nih.gov\/search\/Dar1PemdxE2k-lko4bhfMQ\/project-details\/11418002\u0022\u003EThe award will fund the project\u003C\/a\u003E with $1.2 million through 2029.\u003C\/p\u003E\u003Cp\u003E\u201cOur goal is to address the immense challenge of allocating limited health intervention resources in optimal ways,\u201d said\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/guaguakai.com\/\u0022\u003EKai Wang\u003C\/a\u003E, an assistant professor in the School of Computational Science and Engineering (\u003Ca href=\u0022mailto:https:\/\/cse.gatech.edu\/\u0022\u003ECSE\u003C\/a\u003E).\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cBy leveraging rich contextual data and accounting for social determinants, we envision RMAB models that empower health centers to customize interventions to individual patient profiles. Ultimately, this advances precision medicine and ensures equitable healthcare access for diverse populations.\u201d\u003C\/p\u003E\u003Cp\u003ET2D is a diabetes condition where the body resists insulin or doesn\u2019t produce enough to regulate blood sugar levels. Left unmanaged, high blood sugar leads to severe health problems like heart disease and stroke, damage to organs like eyes and kidneys, nerve damage, infections, and ulcers.\u003C\/p\u003E\u003Cp\u003ET2D is challenging to treat because patients have different ages, genetics, lifestyles, and body composition, all of which affect the progress of the disease. Social factors, like transportation and family support, matter just as much as biology to treat the disease.\u003C\/p\u003E\u003Cp\u003EFor these reasons, patients who get the same medications may get very different results. While treatment plans now incorporate new GLP-1 drugs, they remain expensive and difficult to distribute equitably.\u003C\/p\u003E\u003Cp\u003E\u201cDiabetes is a great example of a complicated, multi-faceted problem. It is a natural playground for the kind of high-dimensional machine learning algorithms we want to build and deploy,\u201d said School of CSE Professor\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/faculty.cc.gatech.edu\/~badityap\/\u0022\u003EB. Aditya Prakash\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cAs a chronic disease, diabetes also creates opportunities for sequential decision-making. Providers are not making just one decision to treat the condition, but rather a series of decisions over time.\u201d\u003C\/p\u003E\u003Cp\u003ETrue to its multi-armed name, the team\u2019s framework applies RMAB models across three different thrusts.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EContextual RMABs use patient histories, biomarkers, demographics, and other data to predict how each individual will respond to an intervention. These models directly provide personalized, data-driven treatments.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy incorporating patient-specific information, contextual RMAB models can help healthcare providers prioritize the most timely interventions. The goal is to improve patient outcomes while making more efficient use of limited healthcare resources.\u003C\/p\u003E\u003Cp\u003ENext, the group wants to understand social life and community influence in public health. Families and social networks shape how people manage chronic health conditions.\u003C\/p\u003E\u003Cp\u003ENetwork RMABs study and account for the role of social factors in health interventions. For example, the models can recognize when one patient responds better to treatment than others through benefits of their social circle.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMore broadly, hospitals, clinics, government agencies, and nonprofit organizations often share responsibility for the same population in an area. Sometimes, they even compete for the same medications or funding.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMulti-agent RMABs are the third glass of models aimed at decentralized health systems to make fairer decisions. These tools examine how to coordinate resources and decisions between stakeholders. This in turn leads to policies that encourage cooperation and equitable resource distribution.\u003C\/p\u003E\u003Cp\u003E\u201cI feel extremely confident in RMABs because we have already seen these frameworks deliver real-world impact,\u201d Wang said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cPrior success has proven the value of data-driven decision-making under resource constraints, giving us a strong blueprint to effectively address the nuances and complexities of diabetes.\u201d\u003C\/p\u003E\u003Cp\u003EWang previously built RMAB models to expand maternal healthcare for women in India. Working in conjunction with the non-profit organization ARMMAN, the models used healthcare information to identify and reach the most vulnerable populations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy integrating RMAB models into ARMMAN mobile health technology, the partnership has reached over 350,000\u0026nbsp;mothers. This further led to a 31% improvement in engagement with health information.\u003C\/p\u003E\u003Cp\u003ECompared to maternal healthcare, diabetes is a more nuanced disease with differing causes, symptoms, and treatments. This requires a team effort spanning institutions and backgrounds. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. \u003Cstrong\u003ESara Cromer\u003C\/strong\u003E\u0026nbsp;is an endocrinologist at Massachusetts General Hospital (MGH). Experienced diagnosing and treating diabetes, she has studied how social issues and equity influences the disease. MGH will provide much of the patient data to train the RMAB models.\u003C\/p\u003E\u003Cp\u003EAssociate Professor\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/sites.google.com\/stonybrook.edu\/jianli\u0022\u003EJian Li\u003C\/a\u003E studies reinforcement learning at Stony Brook University. His expertise in applying reinforcement learning for resource allocation plays a key part tailoring models for the T2D problem. Wang and Li have previously worked together on RMAB research.\u003C\/p\u003E\u003Cp\u003EPrakash is an expert in computational epidemiology at Georgia Tech. He has led substantial contributions to the use of AI for networks to predict outbreaks and track disease spread. This experience has led to collaborations with NIH, the Centers for Disease Control and Prevention (CDC), National Science Foundation, and others.\u003C\/p\u003E\u003Cp\u003E\u201cThis project speaks to the interdisciplinary problem-solving we try to achieve in CSE. Despite having different backgrounds, our interest in applying our strengths to real-world healthcare problems unites us together,\u201d Prakash said.\u003C\/p\u003E\u003Cp\u003E\u201cThese problems require experts from all sides. Without computational scientists, we can\u2019t take advantage of available data. We lean on clinical experts to provide the data and expertise needed to guide our methods and make sense of results. Ultimately, these approaches need to be clinically validated if we want to make real-world progress.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EPublic health systems often face a difficult challenge when time, funding, and resources are limited: who should receive care first? These decisions are complicated further by differences in patient needs, disease progression, and social factors like access to care.\u003C\/p\u003E\u003Cp\u003EA team of computer scientists and doctors led by Georgia Tech aims to change that. Using a system of artificial intelligence (AI) models, the team can help clinicians deliver the right intervention to the right patient at the right time.\u003C\/p\u003E\u003Cp\u003ETheir system uses Restless Multi-Armed Bandit (RMAB) models. While the name is technical, the idea is simple. The RMAB framework helps decision-makers choose the best actions over time when conditions are complex and constantly changing.\u003C\/p\u003E\u003Cp\u003EThis project will tackle Type 2 Diabetes (T2D), building on previous experience expanding RMAB models to support maternal health care in India. Success on this front could lead to treating other chronic illnesses, like hypertension, heart disease, kidney disease, and mental health.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of CSE researchers Kai Wang and B. Aditya Prakash are PIs of a $1.2 million NIH R01 grant to build AI models that consider individual, social, and system factors when treating patients with Type 2 Diabetes and other chronic illnesses."}],"uid":"36319","created_gmt":"2026-10-22 13:51:13","changed_gmt":"2026-10-26 12:55:43","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-22T00:00:00-04:00","iso_date":"2026-10-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681512":{"id":"681512","type":"image","title":"Wang-Prakash-NIH-R01-Head-Image.jpg","body":null,"created":"1792677082","gmt_created":"2026-10-22 13:51:22","changed":"1792677082","gmt_changed":"2026-10-22 13:51:22","alt":"CSE Wang Prakash NIH R01 Grant","file":{"fid":"265923","name":"Wang-Prakash-NIH-R01-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/10\/22\/Wang-Prakash-NIH-R01-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/Wang-Prakash-NIH-R01-Head-Image.jpg","mime":"image\/jpeg","size":174520,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/Wang-Prakash-NIH-R01-Head-Image.jpg?itok=F247Tcxl"}},"681513":{"id":"681513","type":"image","title":"RMAB-Figure-3.png","body":null,"created":"1792677124","gmt_created":"2026-10-22 13:52:04","changed":"1792677124","gmt_changed":"2026-10-22 13:52:04","alt":"CSE Wang Prakash NIH R01 Grant","file":{"fid":"265924","name":"RMAB-Figure-3.png","image_path":"\/sites\/default\/files\/2026\/10\/22\/RMAB-Figure-3.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/RMAB-Figure-3.png","mime":"image\/png","size":82207,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/RMAB-Figure-3.png?itok=DiMd3WJi"}}},"media_ids":["681512","681513"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"176858","name":"machine learning center"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"49591","name":"Diabetes"},{"id":"186687","name":"diabetes research"},{"id":"755","name":"public health"},{"id":"108101","name":"chronic disease"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693304":{"#nid":"693304","#data":{"type":"news","title":"Where Are They Now? Team Atlanta Takes AI Cybersecurity Beyond the Competition","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/team-atlanta.github.io\/\u0022\u003ETeam Atlanta\u003C\/a\u003E spent two years exploring how artificial intelligence (AI) could help identify and fix software security problems as part of the Defense Advanced Research Projects Agency (DARPA) \u003Ca href=\u0022https:\/\/sites.gatech.edu\/winningaixcc\/\u0022\u003EAI Cyber Challenge\u003C\/a\u003E (AIxCC).\u003C\/p\u003E\u003Cp\u003EAfter a grueling, world-class competition, the team \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/georgia-tech-makes-history-wins-darpa-challenge\u0022\u003Ewon\u003C\/a\u003E the $4 million first-place prize in August 2025.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe team has since disbanded. Some members have moved into the corporate world, while others continue in academia. Despite these varied paths, Team Atlanta\u2019s search for breakthrough AI cybersecurity solutions continues.\u003C\/p\u003E\u003Ch2\u003EFrom AIxCC to Microsoft\u003C\/h2\u003E\u003Cp\u003ETeam Atlanta lead \u003Cstrong\u003ETaesoo\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E, principal security researcher \u003Cstrong\u003EDongkwan\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E, and three other former team members joined Microsoft Security after the competition, where they continue to work on AI and cybersecurity in the \u003Ca href=\u0022https:\/\/github.com\/microsoft\/forge-lab\u0022 target=\u0022_blank\u0022\u003EFrontier Offensive Research \u0026amp; Generative Exploitation (FORGE) Lab\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe move has given the researchers an opportunity to apply concepts from AIxCC to real-world software. It has also exposed them to challenges that are difficult to replicate in a competition or research lab.\u003C\/p\u003E\u003Cp\u003EDongkwan Kim said that team members continue to share what they learned through research papers, reports, software, and benchmarks. At Microsoft, these lessons are tested against real customer code.\u003C\/p\u003E\u003Cp\u003EThis work led to \u003Ca href=\u0022https:\/\/www.microsoft.com\/en-us\/security\/blog\/2026\/05\/12\/defense-at-ai-speed-microsofts-new-multi-model-agentic-security-system-tops-leading-industry-benchmark\/\u0022\u003EMDASH\u003C\/a\u003E, Microsoft\u0027s multi-agent, multi-model system for vulnerability discovery and remediation. The system uses more than 100 AI agents to search for vulnerabilities, validate potential findings, and help develop fixes.\u003C\/p\u003E\u003Cp\u003ERather than asking a single AI model if a piece of code contains a vulnerability, MDASH can examine a problem using multiple agents. The system can also try to create an exploit to determine whether a potential vulnerability is real and reachable.\u003C\/p\u003E\u003Cp\u003EFor Dongkwan Kim and the other former Team Atlanta members at Microsoft, moving from AIxCC to MDASH showed how research can look different when applied to real software.\u003C\/p\u003E\u003Cp\u003E\u201cAIxCC was not an endpoint for Team Atlanta,\u201d he said. \u201cWe continue sharing what we learned through technical reports, papers, open artifacts, and benchmarks for vulnerability discovery and patching.\u201d\u003C\/p\u003E\u003Cp\u003EWorking with customer code introduced new challenges for the Microsoft team. The researchers had to consider security boundaries, existing development processes, how findings would be reviewed, and how vulnerabilities would be prioritized for action.\u003C\/p\u003E\u003Cp\u003EThese challenges created a new feedback loop between research and product development. The team took ideas from AIxCC, test them on real software, learn where they worked and where they fell short, and use those lessons to improve the system.\u003C\/p\u003E\u003Cp\u003EThe experience also showed that AI does not replace the need for cybersecurity experts. Human researchers are still needed to provide context, decide how to break down difficult problems, validate findings, understand attack paths, and determine the potential impact of a vulnerability.\u003C\/p\u003E\u003Cp\u003ETaesoo Kim, a professor in the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and vice president of security research at Microsoft, said the competition continues to influence the Microsoft team\u0027s work.\u003C\/p\u003E\u003Cp\u003E\u201cEvery single activity that we\u2019ve done at Microsoft was influenced by AIxCC,\u201d he said in a \u003Ca href=\u0022https:\/\/commandline.microsoft.com\/taesoo-kim-interview-mdash-security-research\/\u0022\u003E2026 interview with Microsoft\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe work has continued to grow. In 2026, Microsoft introduced \u003Ca href=\u0022https:\/\/microsoft.ai\/models\/mai-cyber-1-flash\/\u0022\u003EMAI-Cyber-1-Flash\u003C\/a\u003E, an AI model built specifically for cybersecurity and designed to work with MDASH.\u003C\/p\u003E\u003Cp\u003EThe model is designed to handle many of MDASH\u0027s tasks while allowing larger AI models to focus on harder problems. Microsoft reported that replacing 80% of the models used by MDASH with MAI-Cyber-1-Flash increased its performance on the CyberGym benchmark from 88.4% to 95.95%.\u003C\/p\u003E\u003Cp\u003EThe benchmark includes more than 1,500 examples from 188 software projects. Microsoft also reported that the new setup can achieve similar performance at half the cost of the previous MDASH configuration.\u003C\/p\u003E\u003Cp\u003E\u201cAIxCC has sparked cybersecurity innovation across the globe, from frontier AI companies to small academic labs,\u201d said Taesoo Kim. \u201cIt is an incredibly exciting time to be working in AI-driven security engineering and research, as we see AI fundamentally reshape how we find and fix vulnerabilities at scale.\u201d\u003C\/p\u003E\u003Ch2\u003EContinuing the Research at Georgia Tech\u003C\/h2\u003E\u003Cp\u003EThe AIxCC experience also continues to shape cybersecurity research at Georgia Tech.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EJiho\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E, a Georgia Tech Ph.D. student who was part of Team Atlanta\u0027s research efforts, said one of the biggest lessons he\u2019s brought back to campus was learning how AI and traditional security tools can work together.\u003C\/p\u003E\u003Cp\u003EOne of these tools is fuzzing. Fuzzing tests software with large numbers of inputs to detect unexpected behavior or security problems. Large language models (LLMs), meanwhile, can reason about code and help guide the search.\u003C\/p\u003E\u003Cp\u003EDuring the AIxCC competition, the Team Atlanta combined these ideas in \u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3832783.3834365\u0022\u003ECtxFuzz\u003C\/a\u003E, a system that uses an LLM to help guide fuzzing toward parts of software that may contain vulnerabilities.\u003C\/p\u003E\u003Cp\u003EThe research was submitted to the \u003Ca href=\u0022https:\/\/conf.researchr.org\/home\/ase-2026\u0022\u003EACM\/IEEE International Conference on Automated Software Engineering\u003C\/a\u003E, where it received the ACM Distinguished Paper Award.\u003C\/p\u003E\u003Cp\u003E\u201cSince AIxCC, we\u2019ve continued building on some of the core findings from our two-year journey with Team Atlanta,\u201d Jiho Kim said.\u003C\/p\u003E\u003Cp\u003E\u201cOne of the biggest lessons for us was understanding how LLMs and traditional fuzzing can work together in a mutually beneficial way, using each to overcome the limitations of the other and ultimately find more and deeper vulnerabilities.\u201d\u003C\/p\u003E\u003Cp\u003EThe researchers also wanted to make the lessons from AIxCC useful to other cybersecurity researchers.\u003C\/p\u003E\u003Cp\u003EThey created an \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/competition-community-how-team-atlantas-ai-cybersecurity-breakthrough-going-open-source\u0022\u003EOpen-Source Cyber Reasoning System Framework\u003C\/a\u003E (OSS-CRS) and CRSBench, which provides researchers and security professionals with ways to use, test, and build on technology developed through AIxCC.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019ve also been focused on making the results of AIxCC useful to the broader security community,\u201d Kim said. \u201cWe created OSS-CRS and CRSBench so that researchers and practitioners can more easily use, reproduce, and build upon the capabilities and lessons from our AIxCC work.\u201d\u003C\/p\u003E\u003Cp\u003EThe team\u0027s research has also moved beyond identifying vulnerabilities. Researchers are studying how well AI models can understand and reason about computer code.\u003C\/p\u003E\u003Cp\u003EJiho Kim and his lab mates in the \u003Ca href=\u0022https:\/\/gts3.org\/\u0022\u003ESystems Software \u0026amp; Security Lab\u003C\/a\u003E developed COIN, a benchmark designed to test how well LLMs can reason about code. The work has been accepted to the \u003Ca href=\u0022https:\/\/2026.emnlp.org\/\u0022\u003E2026 Conference on Empirical Methods in Natural Language Processing\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe Georgia Tech researchers are also developing additional benchmarks to study the various types of reasoning required for cybersecurity. They are using what they learn to create new datasets and methods for training AI models focused on cybersecurity.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re using what we learn from these benchmarks to train cybersecurity-focused models through new datasets and training methodologies,\u201d Jiho Kim said.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by John Popham\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETeam Atlanta\u2019s AI cybersecurity work has advanced from a competition victory to real-world vulnerability discovery. Former members continue this work through Microsoft products and Georgia Tech research. Microsoft\u2019s MDASH uses more than 100 AI agents for vulnerability discovery, validation, exploitation testing, and remediation; MAI-Cyber-1-Flash raised CyberGym performance from 88.4% to 95.95% while reducing costs. Georgia Tech researchers combine large language models with fuzzing through CtxFuzz, which received an ACM Distinguished Paper Award, and released OSS-CRS, CRSBench, and COIN to advance cybersecurity research.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Team Atlanta\u2019s AI cybersecurity work has advanced from a competition victory to real-world vulnerability discovery. Former members continue this work through Microsoft products and Georgia Tech research."}],"uid":"36253","created_gmt":"2026-10-19 17:56:04","changed_gmt":"2026-10-20 13:38:47","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680033":{"id":"680033","type":"image","title":"AIxCC-2025-27-web-copy.jpg","body":null,"created":"1776880174","gmt_created":"2026-04-22 17:49:34","changed":"1776880174","gmt_changed":"2026-04-22 17:49:34","alt":"A group of people standing inside of a convention hall. ","file":{"fid":"264266","name":"AIxCC-2025-27-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/04\/22\/AIxCC-2025-27-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/22\/AIxCC-2025-27-web-copy.jpg","mime":"image\/jpeg","size":1078593,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/22\/AIxCC-2025-27-web-copy.jpg?itok=6t8OfTPC"}},"681466":{"id":"681466","type":"image","title":"TeamAtlanta-Reception-15.jpg","body":null,"created":"1792432685","gmt_created":"2026-10-19 17:58:05","changed":"1792432685","gmt_changed":"2026-10-19 17:58:05","alt":"A crowd of people looking at a screen. The screen shows a team photo of Team Atlanta.","file":{"fid":"265874","name":"TeamAtlanta-Reception-15.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/TeamAtlanta-Reception-15.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/TeamAtlanta-Reception-15.jpg","mime":"image\/jpeg","size":2223190,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/TeamAtlanta-Reception-15.jpg?itok=Uk3m9De-"}},"677708":{"id":"677708","type":"image","title":"Team Atlanta at DefCon 33","body":null,"created":"1755285635","gmt_created":"2025-08-15 19:20:35","changed":"1755285635","gmt_changed":"2025-08-15 19:20:35","alt":"Team Atlanta stands on the dark DefCon stage during the convention\u0027s closing ceremony. ","file":{"fid":"261641","name":"IMG_9163.jpg","image_path":"\/sites\/default\/files\/2025\/08\/15\/IMG_9163.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/08\/15\/IMG_9163.jpg","mime":"image\/jpeg","size":2393783,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/08\/15\/IMG_9163.jpg?itok=QL3hjg7_"}},"681468":{"id":"681468","type":"image","title":"AIxCC-2025-38.jpg","body":null,"created":"1792432817","gmt_created":"2026-10-19 18:00:17","changed":"1792432817","gmt_changed":"2026-10-19 18:00:17","alt":"A man standing with his hands out looking at the sky. ","file":{"fid":"265876","name":"AIxCC-2025-38.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-38.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-38.jpg","mime":"image\/jpeg","size":2528658,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-38.jpg?itok=XTCMKvSN"}},"681469":{"id":"681469","type":"image","title":"AIxCC-2025-42.jpg","body":null,"created":"1792432817","gmt_created":"2026-10-19 18:00:17","changed":"1792432817","gmt_changed":"2026-10-19 18:00:17","alt":"A man looking at the camera smiling. ","file":{"fid":"265877","name":"AIxCC-2025-42.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-42.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-42.jpg","mime":"image\/jpeg","size":5433378,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-42.jpg?itok=uc5jvAL_"}},"681470":{"id":"681470","type":"image","title":"AIxCC-2025-50.jpg","body":null,"created":"1792432817","gmt_created":"2026-10-19 18:00:17","changed":"1792432817","gmt_changed":"2026-10-19 18:00:17","alt":"A man looking up at a screen with his hands clasped in front of him.","file":{"fid":"265878","name":"AIxCC-2025-50.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-50.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-50.jpg","mime":"image\/jpeg","size":2962205,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-50.jpg?itok=ydXeVf8n"}},"681467":{"id":"681467","type":"image","title":"AIxCC-2025-05.jpg","body":null,"created":"1792432817","gmt_created":"2026-10-19 18:00:17","changed":"1792432817","gmt_changed":"2026-10-19 18:00:17","alt":"A trophy next to a virtual scoreboard. The scoreboard has virtual stats from the AIxCC competition. ","file":{"fid":"265875","name":"AIxCC-2025-05.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-05.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-05.jpg","mime":"image\/jpeg","size":4251863,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-05.jpg?itok=tfIiiSsD"}}},"media_ids":["680033","681466","677708","681468","681469","681470","681467"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692904":{"#nid":"692904","#data":{"type":"news","title":"Registration Open: Author to Examine Social Impacts of AI During Upcoming Event","body":[{"value":"\u003Cp\u003EArtificial intelligence (AI) is changing not only how people work with technology but also how emerging technologies intersect with history, culture, and the systems that shape society.\u003C\/p\u003E\u003Cp\u003EThese questions will be at the center of a conversation with \u003Cstrong\u003EKamau\u003C\/strong\u003E \u003Cstrong\u003EBobb\u003C\/strong\u003E, senior director of Georgia Tech\u2019s Constellations Center for Education in Computing, on Oct. 16, as part of the CTRL+CM Speaker Series.\u003C\/p\u003E\u003Cp\u003EBobb will discuss his new book, \u003Cem\u003EThe Bullwhip\u0027s Algorithm: Artificial Intelligence and America\u0027s Racial Caste System\u003C\/em\u003E, from 11 a.m. to 1 p.m. in the Scholars Event Theater at Price Gilbert Library. Lunch will be provided, and \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2F2ymnumBRxg\u0026amp;data=05%7C02%7Calbert.snedeker%40cc.gatech.edu%7C0642e9ced514411af4ff08df1b176fc7%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639259459615741055%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=0NNUay6qZAETyirQ79QRRVbUQ2lUUVM1NmONrlX7OR4%3D\u0026amp;reserved=0\u0022\u003Eregistration is required\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EDrawing on the themes of his book, Bobb will examine the connections among AI, public policy, education, and social systems. The discussion will consider both the opportunities and challenges posed by emerging technologies and the responsibilities that accompany their development and use.\u003C\/p\u003E\u003Cp\u003EBobb brings experience spanning higher education, government, and industry to the conversation.\u003C\/p\u003E\u003Cp\u003EHe is the founding senior director of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/constellations.gatech.edu\/\u0022\u003EConstellations Center for Education in Computing\u003C\/a\u003E, which \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/599792\/georgia-tech-launches-constellations-center-aimed-equity-computing\u0022\u003Eopened in 2017\u003C\/a\u003E. Before joining Georgia Tech, he served as director of STEM Education Strategy and Research at Google, a program officer in the National Science Foundation\u2019s Directorate for Computer and Information Science and Engineering, and director of the STEM Initiative for the University System of Georgia. He also served on President Obama\u2019s \u003Cem\u003EMy Brother\u2019s Keeper\u003C\/em\u003E STEM Task Force.\u003C\/p\u003E\u003Cp\u003EHe earned a Ph.D. in science and technology policy from Georgia Tech and master\u2019s and bachelor\u2019s degrees in mechanical engineering from the University of California, Berkeley.\u003C\/p\u003E\u003Cp\u003EThe speaking engagement follows Bobb\u2019s September appearance at the Richard Tapia Celebration of Diversity in Computing in Atlanta. He co-headlined a session with data scientist and Tapia co-founder \u003Cstrong\u003EValerie\u003C\/strong\u003E \u003Cstrong\u003EThomas\u003C\/strong\u003E on AI and its impact on underrepresented groups, a topic also explored in his book.\u003C\/p\u003E\u003Cp\u003EThe Constellations Center\u2019s Collective Impact Creative Technology program organizes the CTRL+CM Speaker Series. The Oct. 16 event is open to those interested in AI, computing, education, public policy, and the social impact of emerging technologies.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fforms.cloud.microsoft%2Fr%2F2ymnumBRxg\u0026amp;data=05%7C02%7Calbert.snedeker%40cc.gatech.edu%7C0642e9ced514411af4ff08df1b176fc7%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639259459615741055%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=0NNUay6qZAETyirQ79QRRVbUQ2lUUVM1NmONrlX7OR4%3D\u0026amp;reserved=0\u0022\u003E\u003Cstrong\u003ERegister for the Oct. 16 event\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EQuestions about AI and society will be at the center of a conversation with \u003Cstrong\u003EKamau\u003C\/strong\u003E \u003Cstrong\u003EBobb\u003C\/strong\u003E, senior director of Georgia Tech\u2019s Constellations Center for Education in Computing, on Oct. 16, as part of the CTRL+CM Speaker Series.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u0027s Kamau Bobb will discuss his new book as the Oct. 16 guest of the CM+CTRL Speaker Series."}],"uid":"32045","created_gmt":"2026-09-29 15:46:39","changed_gmt":"2026-10-02 16:52:40","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-29T00:00:00-04:00","iso_date":"2026-09-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681286":{"id":"681286","type":"image","title":"Candid photo of Georgia Tech\u0027s Kamau Bobb speaking during a campus event in 2026.","body":"\u003Cp\u003ECandid photo of Georgia Tech\u0027s Kamau Bobb speaking during a campus event in 2026. Photo by Terence Rushin\/GT Computing\u003C\/p\u003E","created":"1790696811","gmt_created":"2026-09-29 15:46:51","changed":"1790696811","gmt_changed":"2026-09-29 15:46:51","alt":"Candid photo of Georgia Tech\u0027s Kamau Bobb speaking during a campus event in 2026.","file":{"fid":"265657","name":"Kamau-Bobb-2026.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Kamau-Bobb-2026.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Kamau-Bobb-2026.jpg","mime":"image\/jpeg","size":89696,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Kamau-Bobb-2026.jpg?itok=-T6R06yY"}},"681287":{"id":"681287","type":"image","title":"Bullwhip-s-Algorithm-Flier-H-88-.jpg","body":null,"created":"1790696985","gmt_created":"2026-09-29 15:49:45","changed":"1790696985","gmt_changed":"2026-09-29 15:49:45","alt":"Flyer with information about Kamau Bobb\u0027s upcoming speaking engagement at Georgia Tech on Oct. 16","file":{"fid":"265658","name":"Bullwhip-s-Algorithm-Flier-H-88-.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Bullwhip-s-Algorithm-Flier-H-88-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Bullwhip-s-Algorithm-Flier-H-88-.jpg","mime":"image\/jpeg","size":122791,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Bullwhip-s-Algorithm-Flier-H-88-.jpg?itok=XejXRB6y"}}},"media_ids":["681286","681287"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"606703","name":"Constellations Center"}],"categories":[{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"175066","name":"constellations"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAneesah Allen\u003C\/p\u003E\u003Cp\u003EProgram Manager\u003C\/p\u003E\u003Cp\u003EConstellations Center for Education in Computing\u003C\/p\u003E\u003Cp\u003Eaallen336@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692947":{"#nid":"692947","#data":{"type":"news","title":"Academia or Industry? Recent Graduate Says Internships Can Help Ph.D. Students Make the Right Choice","body":[{"value":"\u003Cp\u003EWhile many doctoral students know from the start whether they want to go into academia or industry, some don\u2019t make that decision until closer to the end of their journey.\u003C\/p\u003E\u003Cp\u003ESichen Jin, who graduated in the spring with a Ph.D. in computer science from Georgia Tech\u2019s School of Interactive Computing, said students in this situation should make good use of their internships.\u003C\/p\u003E\u003Cp\u003EJin speaks from experience because she wasn\u2019t sure which path to take when she started her Ph.D.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI think that was always an open question to me,\u201d she said. \u201cI was debating between them a lot. I know my first two or three years, I wanted to make sure I got to know what research was like and then try the industry experience.\u201d\u003C\/p\u003E\u003Cp\u003EKnowing she would complete at least two internships at Georgia Tech, she decided to base her decision on those experiences.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn 2024, Jin interned at the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.pnnl.gov\/\u0022\u003EPacific Northwest National Laboratory\u003C\/a\u003E (PNNL).\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/ai-visualization-tool-provides-power-grid-operators-data-monitoring-and-analysis\u0022\u003EShe helped design a large-scale visual analytics tool powered by artificial intelligence (AI)\u003C\/a\u003E to help power grid operators make quick, informed decisions.\u003C\/p\u003E\u003Cp\u003E\u201cThe work I did at PNNL was more aligned with the work I was doing in my Ph.D.,\u201d she said. \u201cIt was very exploratory. I had free reign to go whatever direction I wanted.\u201d\u003C\/p\u003E\u003Cp\u003EJin said her next internship was nothing like her internship at PNNL. She interned at Cisco over the summer and said the main difference was that the work focused on producing research to enhance a product.\u003C\/p\u003E\u003Cp\u003EShe helped Cisco build new pipelines that allowed its products to automate visualizations with AI.\u003C\/p\u003E\u003Cp\u003E\u201cI think industry\u2019s goal is so different from what academia is looking for,\u201d she said. \u201cUsually, academia wants a novel idea and a demo, but industry wants something reliable, something that is tested repeatedly. There are so many steps before you can release a product. They are driven by results.\u201d\u003C\/p\u003E\u003Cp\u003EJin said she gravitated toward that, which pushed her to apply for industry jobs.\u003C\/p\u003E\u003Cp\u003EShe is now a research scientist at Meta.\u003C\/p\u003E\u003Cp\u003E\u201cI like that the work is straightforward,\u201d she said. \u201cYou get a task with a concrete goal, and you aim for it, and you get it solved. There\u2019s tangible output. You get to see what you build be used by users, and your work reaches a lot broader audience. Every decision you make will affect them and whether they are happy with the product.\u201d\u003C\/p\u003E\u003Cp\u003ELooking back on her experience, Jin said she wouldn\u2019t change how she approached her Ph.D. Whether a doctoral student wants to pursue academia, industry, or is unsure, she said laying a foundation for their research is paramount.\u003C\/p\u003E\u003Cp\u003E\u201cYou need some concrete research outcomes that people know you for, and you need some publications under your belt. Those are the years when you\u2019re still exploring your topic or research. Most of the time, your advisor can\u2019t tell you what the topic of your dissertation, so you need to figure it out. Doing a research-oriented internship can help you do that.\u201d\u003C\/p\u003E\u003Cp\u003EJin added that all students should experience both sides to ensure they make the best choice.\u003C\/p\u003E\u003Cp\u003E\u201cYou might find that you are doing research that is aligned with the industry\u2019s needs. Then you might want to get a sense of what that looks like; you can do an engineering or product-driven internship. You can make fair comparisons and not regret your decision.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhile many doctoral students know from the start whether they want to go into academia or industry, some don\u2019t make that decision until closer to the end of their journey.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"While many doctoral students know from the start whether they want to go into academia or industry, some don\u2019t make that decision until closer to the end of their journey."}],"uid":"36530","created_gmt":"2026-09-30 17:27:25","changed_gmt":"2026-09-30 17:29:17","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-30T00:00:00-04:00","iso_date":"2026-09-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681312":{"id":"681312","type":"image","title":"04_Sichen-Jin_P9A7594-Enhanced-NR.jpg","body":null,"created":"1790789259","gmt_created":"2026-09-30 17:27:39","changed":"1790789259","gmt_changed":"2026-09-30 17:27:39","alt":"Sichen Jin leans over her laptop as she works","file":{"fid":"265684","name":"04_Sichen-Jin_P9A7594-Enhanced-NR.jpg","image_path":"\/sites\/default\/files\/2026\/09\/30\/04_Sichen-Jin_P9A7594-Enhanced-NR.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/30\/04_Sichen-Jin_P9A7594-Enhanced-NR.jpg","mime":"image\/jpeg","size":101749,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/30\/04_Sichen-Jin_P9A7594-Enhanced-NR.jpg?itok=E69vtd6Z"}}},"media_ids":["681312"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"130","name":"Alumni"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692926":{"#nid":"692926","#data":{"type":"news","title":"Cybersecurity Student Spends Summer of Securing the High Seas","body":[{"value":"\u003Cp\u003EWhen \u003Cstrong\u003EAnna\u003C\/strong\u003E \u003Cstrong\u003ERaymaker\u003C\/strong\u003E began her Ph.D. at Georgia Tech, she hadn\u0027t yet decided which area of cybersecurity she wanted to pursue. That changed when she began working on a boat test bed and \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/researchers-find-training-gaps-impacting-maritime-cybersecurity-readiness\u0022\u003Etalking\u003C\/a\u003E with mariners about the cybersecurity challenges they face at sea.\u003C\/p\u003E\u003Cp\u003EThose conversations led Raymaker to focus her research on maritime security, including vulnerabilities in the Automatic Identification System (AIS), which ships use to broadcast their location, speed, and course.\u003C\/p\u003E\u003Cp\u003EThis summer, Raymaker brought this research to Massachusetts Institute of Technology (MIT) \u003Ca href=\u0022https:\/\/www.ll.mit.edu\/\u0022\u003ELincoln Laboratory\u003C\/a\u003E, where she built a test bed to study AIS security in a controlled environment. The experience has also led to new research questions, from the security of shipboard Starlink connections to autonomous vessels and other maritime technologies.\u003C\/p\u003E\u003Cp\u003EWe spoke with Raymaker about her research, her experience at Lincoln Laboratory, and what she hopes to investigate next.\u003C\/p\u003E\u003Ch2\u003EWhat will you be working on at the MIT Lincoln Laboratory next?\u003C\/h2\u003E\u003Cp\u003EAfter submitting our paper based on this summer\u2019s work to a cybersecurity conference, we are continuing our collaboration and starting a new project to identify critical infrastructure that uses unique protocols. The project is still in the early stages of planning and design, but I\u2019m excited to continue working with the team.\u003C\/p\u003E\u003Ch2\u003EWhat was the biggest challenge you faced while building and testing the AIS security testbed, and how did you work through it?\u003C\/h2\u003E\u003Cp\u003EThe biggest challenge was getting equipment designed to be installed and operated on a boat to function properly in a lab setting. That meant using a Faraday cage so that our AIS transmissions and security experiments wouldn\u2019t accidentally broadcast to nearby ships or interfere with real maritime traffic. I also had to simulate GPS signals and set up additional hardware to trick the AIS transponders into thinking they were operating on a real vessel. Putting all those pieces together into a safe, realistic test bed was challenging, but it ultimately let us study the equipment in a controlled environment.\u003C\/p\u003E\u003Ch2\u003EYou mentioned the collaborative culture at Lincoln Laboratory. Can you share a specific interaction or experience with a researcher there that had an impact on you or your work?\u003C\/h2\u003E\u003Cp\u003EWorking with \u003Cstrong\u003EHamed\u003C\/strong\u003E \u003Cstrong\u003EOkhravi\u003C\/strong\u003E, a senior staff member at Lincoln Laboratory, was an amazing experience. He was my mentor and consistently went out of his way to connect me with people who could help me find datasets, access equipment, or get the lab space I needed for my work. For example, when I realized I needed a Faraday cage for my experiments, he connected me with the Mobile Device Lab and helped me get access very quickly. The lab manager was also immediately willing to let me use the space and equipment. That experience really reflected the culture I saw throughout Lincoln Laboratory. Everyone genuinely wanted to help each other get what they needed to move their research forward.\u003C\/p\u003E\u003Ch2\u003EHow did Georgia Tech prepare you for the work at Lincoln Laboratory, and did the internship change how you think about your research or future career?\u003C\/h2\u003E\u003Cp\u003EMy experience at Georgia Tech was instrumental in preparing me for my work at Lincoln Laboratory. The way I was taught to think through difficult research problems and work independently toward solutions translated well to a large research lab. I was able to hit the ground running and take ownership of a project because Georgia Tech had prepared me to lead research independently. The internship also gave me valuable experience in a research environment outside academia, which broadened my perspective on how I could pursue research in the future.\u003C\/p\u003E\u003Ch2\u003EYou\u2019ve said you want to work through the cybersecurity problems mariners have shared with you \u201cone by one.\u201d Which problem do you most want to tackle next, and why?\u003C\/h2\u003E\u003Cp\u003ENext, I\u2019d love to look at Starlink connectivity for ships or for autonomous shipping. Mariners we\u2019ve spoken with have raised concerns about both. With Starlink and increasingly autonomous vessels, they worry that greater remote connectivity could give attackers new ways to access onboard systems and disrupt ship operations. I think those concerns are worth investigating.\u003C\/p\u003E\u003Cp\u003EWe recently had a paper accepted at CCS that examines exposed solar distributed energy resources, and I think applying a similar perspective to exposed maritime equipment could be very interesting. That paper is available \u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2609.07783v1\u0022\u003Ehere\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EWe also recently had a paper on measuring GPS spoofing of ships accepted at IEEE S\u0026amp;P. The full paper isn\u2019t online yet, but the project was directly motivated by mariners telling us that they were struggling with GPS spoofing. That made me want to find a way to systematically measure where spoofing was occurring.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EUltimately, the goal is to turn that kind of research into something useful for mariners, such as warning them when they are entering an area experiencing spoofing or when their own vessel may be affected and they should no longer trust their GPS. That is the kind of research I\u2019d like to continue doing: listening to the problems mariners are actually experiencing and finding ways to investigate and address them.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by Kevin Beasley and Terence Rushin\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAnna Raymaker\u2019s maritime cybersecurity research is advancing through controlled AIS testing and collaboration with mariners. Her summer at MIT Lincoln Laboratory expanded both her methods and future research direction. \u2022 She built a safe AIS testbed using a Faraday cage, simulated GPS signals, and specialized hardware to study ship equipment without affecting real maritime traffic. \u2022 Raymaker plans to investigate Starlink connectivity, autonomous vessels, exposed maritime equipment, and GPS spoofing, with the goal of developing practical warnings for mariners.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Anna Raymaker\u2019s maritime cybersecurity research is advancing through controlled AIS testing and collaboration with mariners."}],"uid":"36253","created_gmt":"2026-09-29 18:46:36","changed_gmt":"2026-09-29 18:55:53","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-29T00:00:00-04:00","iso_date":"2026-09-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681294":{"id":"681294","type":"image","title":"Anna-Raymaker-3.jpg","body":null,"created":"1790707760","gmt_created":"2026-09-29 18:49:20","changed":"1790707760","gmt_changed":"2026-09-29 18:49:20","alt":"Smiling woman sitting in front of a window. Behind her buildings of Midtown Atlanta are visible. ","file":{"fid":"265665","name":"Anna-Raymaker-3.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Anna-Raymaker-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Anna-Raymaker-3.jpg","mime":"image\/jpeg","size":1969103,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Anna-Raymaker-3.jpg?itok=tvfoOWJN"}},"681295":{"id":"681295","type":"image","title":"Saman-Zonouz-Lab_86A4415.jpg","body":null,"created":"1790707976","gmt_created":"2026-09-29 18:52:56","changed":"1790707976","gmt_changed":"2026-09-29 18:52:56","alt":"A woman working on a simulated ship","file":{"fid":"265666","name":"Saman-Zonouz-Lab_86A4415.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4415.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4415.jpg","mime":"image\/jpeg","size":28896742,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Saman-Zonouz-Lab_86A4415.jpg?itok=ED3WU7x_"}},"681296":{"id":"681296","type":"image","title":"Saman-Zonouz-Lab_86A4427.jpg","body":null,"created":"1790707976","gmt_created":"2026-09-29 18:52:56","changed":"1790707976","gmt_changed":"2026-09-29 18:52:56","alt":"Three people working on a simulated ship in a lab","file":{"fid":"265667","name":"Saman-Zonouz-Lab_86A4427.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4427.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4427.jpg","mime":"image\/jpeg","size":29768827,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Saman-Zonouz-Lab_86A4427.jpg?itok=KWHcK2MP"}}},"media_ids":["681294","681295","681296"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691627":{"#nid":"691627","#data":{"type":"news","title":"New Model Teaches Workplace AI to Read More Like Humans","body":[{"value":"\u003Cp\u003EModern artificial intelligence (AI) platforms can summarize reports, analyze documents, and answer questions in seconds. But when information is spread across dozens of slides, charts, and tables, even advanced models can miss important details.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs many organizations and businesses are turning to AI to improve workplace efficiency, risk remains high. Between overlooked footnotes and misread graphics, small mistakes can have expensive consequences.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETo address this challenge, researchers from Georgia Tech and J.P. Morgan developed SlideAgent. The new framework helps large language models (LLMs) better understand complex visual documents like presentation slide decks, brochures, and reports.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2510.26615\u0022\u003ESlideAgent\u003C\/a\u003E works by breaking documents into multiple levels, allowing the model to analyze both the big picture and the fine details. This human-inspired approach leads to more accurate and reliable interpretation than existing systems.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBeyond improving workplace tools, SlideAgent also points to a broader shift in AI. Instead of building only larger and more powerful models, the work shows how smarter design and more efficient reasoning can improve performance.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMultimodal LLMs such as GPT, Gemini, and Claude, can save people time and reduce the mental effort required to understand these documents, but they remain imperfect,\u201d said \u003Ca href=\u0022https:\/\/ahren09.github.io\/\u0022\u003EYiqiao (Ahren) Jin\u003C\/a\u003E, a Ph.D. candidate in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E (CSE).\u003C\/p\u003E\u003Cp\u003E\u201cIn high-stakes fields such as finance, for example, misreading a number, overlooking a footnote, or making an incorrect comparison across pages could affect reporting, risk assessment, or strategic decisions.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe researchers tested SlideAgent on a wide range of real-world documents, including financial presentations, technical slides, and visual question-answering datasets.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe system consistently outperformed leading commercial models and open-source tools throughout the evaluation. In some cases, it improved accuracy by up to 10%. The gains were especially strong on more complex tasks, such as comparing information across slides or understanding how visuals relate to each other on a page.\u003C\/p\u003E\u003Cp\u003E\u201cWe found the results very encouraging. SlideAgent reaches an improvement of 7.9% over its proprietary base model and 9.8% over the evaluated open-source base models,\u201d said Jin, the project\u2019s lead researcher.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese are meaningful gains given the strength of the underlying multimodal models and the difficulty of the tasks.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECurrent multimodal AI systems often process entire pages at once. This approach can lead to mistakes, such as miscounting items in a chart or overlooking important details in dense visuals.\u003C\/p\u003E\u003Cp\u003ESlideAgent addresses this by mimicking how people read documents. Instead of treating each page as a single unit, the system looks at information at three levels: the full document, individual pages, and specific elements like charts, tables, and text blocks.\u003C\/p\u003E\u003Cp\u003EA network of agents, each specialized for a specific level, divides and coordinates analysis. Then, SlideAgent combines outputs to build a structured understanding of the overall document. This allows it to answer questions more accurately and reason across multiple pages.\u003C\/p\u003E\u003Cp\u003E\u201cThe central inspiration was how people naturally read a long presentation,\u201d Jin said.\u003C\/p\u003E\u003Cp\u003E\u201cWe first develop an understanding of the overall narrative, then identify the relevant pages or sections, and finally zoom in on individual charts, tables, or text blocks when precise evidence is needed.\u201d\u003C\/p\u003E\u003Cp\u003EThe work highlights a growing challenge with AI. As systems become more popular and more powerful, users increasingly discover the technology\u2019s limitations. This is especially true for real-world tasks that require structured reasoning and contextual understanding.\u003C\/p\u003E\u003Cp\u003ESlideAgent shows that better performance does not always come from building bigger models. Instead, it points to smarter ways of organizing how AI processes information that can lead to improvement.\u003C\/p\u003E\u003Cp\u003EThe Association for Computational Linguistics (ACL) accepted SlideAgent for presentation at its annual meeting. The 64th \u003Ca href=\u0022https:\/\/2026.aclweb.org\/\u0022\u003EACL 2026 meeting\u003C\/a\u003E took place July 2-7 in San Diego.\u003C\/p\u003E\u003Cp\u003EACL is a scientific and professional organization for researchers in natural language processing (NLP). Its namesake conference is one of the world\u2019s leading venues for presenting NLP research.\u003C\/p\u003E\u003Cp\u003EACL 2026 followed a year after Jin completed an internship at J.P. Morgan AI Research, where he worked on SlideAgent. He interned under \u003Cstrong\u003ERachneet Kaur\u003C\/strong\u003E, \u003Cstrong\u003EZhen Zeng\u003C\/strong\u003E, and \u003Cstrong\u003ESumitra Ganesh\u003C\/strong\u003E, all co-authors of the paper. School of CSE Associate Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~srijan\/\u0022\u003ESrijan Kumar\u003C\/a\u003E advises Jin at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EAlong with SlideAgent, Jin authored two other papers accepted at ACL 2026.\u003C\/p\u003E\u003Cp\u003E\u201cConferences such as ACL are valuable not only for sharing results, but also for refining future project ideas with the broader community. Discussions across institutions and research areas can reveal limitations, suggest new evaluations, and spark collaborations that are difficult to develop in isolation,\u201d Jin said.\u003C\/p\u003E\u003Cp\u003E\u201cFor SlideAgent, I was particularly interested in feedback on how we can make the framework more computationally efficient without sacrificing accuracy or interpretability.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EModern artificial intelligence (AI) platforms can summarize reports, analyze documents, and answer questions in seconds. But when information is spread across dozens of slides, charts, and tables, even advanced models can miss important details.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs many organizations and businesses are turning to AI to improve workplace efficiency, risk remains high. Between overlooked footnotes and misread graphics, small mistakes can have expensive consequences.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETo address this challenge, researchers from Georgia Tech and J.P. Morgan developed SlideAgent. The new framework helps large language models (LLMs) better understand complex visual documents like presentation slide decks, brochures, and reports.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESlideAgent works by breaking documents into multiple levels, allowing the model to analyze both the big picture and the fine details. This human-inspired approach leads to more accurate and reliable interpretation than existing systems.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBeyond improving workplace tools, SlideAgent also points to a broader shift in AI. Instead of building only larger and more powerful models, the work shows how smarter design and more efficient reasoning can improve performance.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The new AI framework called SlideAgent helps large language models (LLMs) better understand complex visual documents used in the workplace like presentation slide decks, brochures, and reports. "}],"uid":"36319","created_gmt":"2026-08-12 12:01:25","changed_gmt":"2026-09-29 18:42:26","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-12T00:00:00-04:00","iso_date":"2026-08-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680843":{"id":"680843","type":"image","title":"SlideAgent-Head-Image.jpg","body":null,"created":"1786536102","gmt_created":"2026-08-12 12:01:42","changed":"1786536102","gmt_changed":"2026-08-12 12:01:42","alt":"Yiqiao (Ahren) Jin ACL 2026","file":{"fid":"265169","name":"SlideAgent-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/08\/12\/SlideAgent-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/SlideAgent-Head-Image.jpg","mime":"image\/jpeg","size":96345,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/SlideAgent-Head-Image.jpg?itok=MXXpRJcQ"}},"680844":{"id":"680844","type":"image","title":"YJ_ACL2026.jpg","body":null,"created":"1786536492","gmt_created":"2026-08-12 12:08:12","changed":"1786536492","gmt_changed":"2026-08-12 12:08:12","alt":"Yiqiao (Ahren) Jin ACL 2026","file":{"fid":"265170","name":"YJ_ACL2026.jpg","image_path":"\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpg","mime":"image\/jpeg","size":48282,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/YJ_ACL2026.jpg?itok=Vns4uEGI"}},"680845":{"id":"680845","type":"image","title":"YJ_ACL2026.jpeg","body":null,"created":"1786536520","gmt_created":"2026-08-12 12:08:40","changed":"1786536520","gmt_changed":"2026-08-12 12:08:40","alt":"Yiqiao (Ahren) Jin ACL 2026","file":{"fid":"265171","name":"YJ_ACL2026.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpeg","mime":"image\/jpeg","size":219002,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/YJ_ACL2026.jpeg?itok=inGoNwsP"}}},"media_ids":["680843","680844","680845"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"139","name":"Business"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194609","name":"Industry"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"176858","name":"machine learning center"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"14646","name":"human-computer interaction"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691834":{"#nid":"691834","#data":{"type":"news","title":"Georgia Tech Students Claim Victory at DEF CON\u2019s Elite Hacking Competition","body":[{"value":"\u003Cp\u003EYear after year, some of the world\u2019s best hackers gather at DEF CON in Las Vegas to put their skills to the test. None is more prominent than the annual Capture the Flag (CTF) competition, where elite cybersecurity teams compete to find vulnerabilities, exploit systems, and defend their own infrastructure.\u003C\/p\u003E\u003Cp\u003EThis year, Team Blue Water \u2013 which features nine Georgia Tech participants \u2013came out on top after three days of intense competition.\u003C\/p\u003E\u003Cp\u003E\u201cI\u0027ve competed in DEF CON CTFs for four years now,\u201d said Ph.D. student \u003Cstrong\u003EKevin Stevens\u003C\/strong\u003E. \u201cAfter winning second place three years in a row, it\u0027s so rewarding to finally achieve first place with such a great team.\u201d\u003C\/p\u003E\u003Cp\u003EBlue Water finished with 578,103 points, well ahead of second-place team 0x4b52, which scored 454,797 points. SuperDiceCodeLovers took third place with 425,686 points.\u003C\/p\u003E\u003Cp\u003EThe results highlighted Georgia Tech\u2019s strength in the competition. The first-, second-, and third-place teams all included Georgia Tech students or alumni.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech participants on Blue Water included:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e3ef6f543b2df3dd0c7a7b0dafec7fcde\u0022\u003E\u003Cstrong\u003EJalen Chuang\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e1fcabc4eb13dc2c4cb2baddf9cf6b096\u0022\u003E\u003Cstrong\u003EJiho Kim\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e7667fcbac959bcf377625349042de794\u0022\u003E\u003Cstrong\u003EAndrew Chin\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ed8b06407a3d8f2e450314ce2f7310926\u0022\u003E\u003Cstrong\u003EYoungjoon Kim\u003C\/strong\u003E, postdoctoral researcher\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ec981f8ddb4a6646ecec69b29b0b6b05f\u0022\u003E\u003Cstrong\u003EKevin Stevens\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e044abb47507a980780f3b0f8c685d794\u0022\u003E\u003Cstrong\u003EYong Hwi Jin\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e29bbeb464e4c1ae2b2fcd755c17ed6ab\u0022\u003E\u003Cstrong\u003ESunghyeon Jo\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e8bc335225b47fe322beabe2c022e7e50\u0022\u003E\u003Cstrong\u003EYu-Fu Fu\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e2c8ff612c34f25791fb36722de95e26c\u0022\u003E\u003Cstrong\u003EGye Jin Lee\u003C\/strong\u003E, Ph.D. student\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EBlue Water consisted of members from Perfect Blue, Water Paddler, r00timentary, RedBud, BunkyoWesterns, and undef1ned. Combining multiple teams into a single roster is common at DEF CON CTF.\u003C\/p\u003E\u003Cp\u003EThe competition unfolded over three days, with teams competing for about seven hours on each of the first two days and an additional two and a half hours on the final day. However, the work continued beyond the competition\u0027s official hours. The teams were allowed to continue working through the evenings and nights to find vulnerabilities, protect their systems, and gain points.\u003C\/p\u003E\u003Cp\u003EThe challenges were designed by the Benevolent Bureau of Birds, the group that had won the competition for the past four years under the team name Maple Mallard Magistrates. The group is a collaboration between Plaid Parliament of Pwning from Carnegie Mellon University, The Duck from Theori Inc., and Maple Bacon from the University of British Columbia.\u003C\/p\u003E\u003Cp\u003EThis year\u2019s bird-themed competition featured a wide range of technical challenges, including escaping game softlocks, programming in a custom bird emoji language, working with a custom computer architecture and using Game of Life patterns for data exfiltration. Other challenges included a bot battleground, protecting the 1994 Netscape Navigator browser, and exploring a reimagined version of the internet built around \u201cbird HTTP\u201d and \u201cbird CSS.\u201d\u003C\/p\u003E\u003Cp\u003EFor Stevens, one of his contributions to the winning effort focused on a new competition mechanic introduced this year, the \u201crebate mechanic.\u201d\u003C\/p\u003E\u003Cp\u003ETeams could earn partial points back for flags stolen from them if they recovered those flags from recorded network traffic. Stevens created and maintained a service to manage the new mechanic, adding another layer of strategy to an already complex competition.\u003C\/p\u003E\u003Cp\u003EThe victory adds another accomplishment to Georgia Tech\u2019s growing record in elite cybersecurity competitions, where students regularly apply classroom knowledge and research skills into practice against some of the strongest teams in the field.\u003C\/p\u003E\u003Cp\u003E\u201cSCP students and their collaborators continue to excel, winning elite cybersecurity competitions, including this year\u2019s CTF at DEF CON,\u201d said \u003Cstrong\u003EMustaque Ahamad\u003C\/strong\u003E, interim chair of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP).\u003C\/p\u003E\u003Cp\u003E\u201cThis is because of the excellence of our students and the SCP research projects and courses that prepare them with the advanced knowledge and skills needed to discover and mitigate the most challenging security vulnerabilities in systems on which we all rely.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EYear after year, some of the world\u2019s best hackers gather at DEF CON in Las Vegas to put their skills to the test. None is more prominent than the annual Capture the Flag (CTF) competition, where elite cybersecurity teams compete to find vulnerabilities, exploit systems, and defend their own infrastructure.\u003C\/p\u003E\u003Cp\u003EThis year, Team Blue Water \u2013 which features nine Georgia Tech participants \u2013came out on top after three days of intense competition.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Year after year, some of the world\u2019s best hackers gather at DEF CON in Las Vegas to put their skills to the test. None is more prominent than the annual Capture the Flag (CTF) competition, where elite cybersecurity teams compete to find vulnerabilities, e"}],"uid":"36253","created_gmt":"2026-08-19 18:55:49","changed_gmt":"2026-09-29 18:42:09","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-19T00:00:00-04:00","iso_date":"2026-08-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680929":{"id":"680929","type":"image","title":"Blue-Water-Group-Shot.jpg","body":null,"created":"1787165758","gmt_created":"2026-08-19 18:55:58","changed":"1787165758","gmt_changed":"2026-08-19 18:55:58","alt":"A group of people standing outside holding a banner. The banner says \u0022Blue Water\u0022 which is the team\u0027s name.","file":{"fid":"265262","name":"Blue-Water-Group-Shot.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/Blue-Water-Group-Shot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/Blue-Water-Group-Shot.jpg","mime":"image\/jpeg","size":1628866,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/Blue-Water-Group-Shot.jpg?itok=txqXCUkB"}},"680930":{"id":"680930","type":"image","title":"Blue Water GT Team Members.jpg","body":null,"created":"1787166000","gmt_created":"2026-08-19 19:00:00","changed":"1787166000","gmt_changed":"2026-08-19 19:00:00","alt":"A group of four people standing inside a convention hall. ","file":{"fid":"265263","name":"619.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/619.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/619.jpg","mime":"image\/jpeg","size":992380,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/619.jpg?itok=PPnReTf-"}},"680931":{"id":"680931","type":"image","title":"Blue Water Team Photo at Def Con.jpg","body":null,"created":"1787166000","gmt_created":"2026-08-19 19:00:00","changed":"1787166000","gmt_changed":"2026-08-19 19:00:00","alt":"A group of people standing inside of a convention hall. Their banner has their team name, Blue Water","file":{"fid":"265264","name":"621.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/621.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/621.jpg","mime":"image\/jpeg","size":1684270,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/621.jpg?itok=p8bTvXtK"}},"680932":{"id":"680932","type":"image","title":"Georgia Tech Students at Def Con.jpg","body":null,"created":"1787166000","gmt_created":"2026-08-19 19:00:00","changed":"1787166000","gmt_changed":"2026-08-19 19:00:00","alt":"A group of four people stand outside holding up a banner. The banner has their team name, Blue Water","file":{"fid":"265265","name":"623.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/623.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/623.jpg","mime":"image\/jpeg","size":1648037,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/623.jpg?itok=PEOdyYG8"}}},"media_ids":["680929","680930","680931","680932"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"134","name":"Student and Faculty"},{"id":"193158","name":"Student Competition Winners (academic, innovation, and research)"},{"id":"193157","name":"Student Honors and Achievements"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692805":{"#nid":"692805","#data":{"type":"news","title":"Study Uncovers Security Weaknesses in Next-Generation Vehicle Technology","body":[{"value":"\u003Cp\u003EGeorgia Tech researchers have identified seven previously unknown security flaws in next-generation communication standards that connect in-vehicle computers. These flaws create vulnerabilities that could allow attackers to take control of key driver-assistance functions in personal vehicles.\u003C\/p\u003E\u003Cp\u003EThe team also found that the new standard\u0027s core rules for sending messages and handling errors retain every known security weakness of older versions.\u003C\/p\u003E\u003Cp\u003EThe vulnerabilities could allow an attacker who has already gained access to a vehicle\u0027s internal computer network to change or intercept messages, take individual vehicle computers offline, send different information to different systems, or disrupt network communication.\u003C\/p\u003E\u003Cp\u003ECAN Extra Long (CAN XL), the latest version of the controller area network (CAN), is designed for future cars and other vehicles that need to move large amounts of data between onboard computers. The technology is not yet widely deployed in production vehicles, giving manufacturers an opportunity to address security concerns before it becomes more common.\u003C\/p\u003E\u003Cp\u003E\u201cBecause it isn\u0027t widely deployed yet, we have a narrow window to get its security right,\u201d said Associate Professor \u003Cstrong\u003ESaman\u003C\/strong\u003E \u003Cstrong\u003EZonouz\u003C\/strong\u003E of the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E, one of the researchers on the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cFixing a standard now is far easier than fixing it once it\u0027s built into the hardware of millions of cars that stay on the road for a decade or more.\u201d\u003C\/p\u003E\u003Cp\u003EZonouz said CAN XL is expected to become the primary version of CAN, the network that enables computers inside a vehicle to communicate. It is also expected to serve as the main network for driver-assistance systems in future vehicles.\u003C\/p\u003E\u003Cp\u003EThe researchers confirmed the seven vulnerabilities in commercial CAN XL hardware and demonstrated attacks using a physical test setup that mimics a vehicle network.\u003C\/p\u003E\u003Cp\u003EModern vehicles can have dozens of electronic control units that manage systems such as sensors, brakes, steering, and entertainment. These computers need to communicate quickly and reliably.\u003C\/p\u003E\u003Cp\u003EFor decades, many vehicles have used CAN for this communication. However, the original version, known as classic CAN, was not designed to handle the volume of data generated by newer vehicle technologies.\u003C\/p\u003E\u003Cp\u003ECAN XL was developed to provide faster communication, larger messages, and new security features, but the researchers wanted to know whether the new standard\u2019s basic rules were secure. Their testing revealed that they weren\u2019t. They discovered that an attacker who controls one computer on the network could intercept and replace messages or take a targeted computer offline.\u003C\/p\u003E\u003Cp\u003E\u201cThese flaws are in the standard itself, so every device built to follow it inherits them,\u201d Zonouz said. \u201cWith CAN XL, there\u0027s still time to fix these problems before they reach the road.\u201d\u003C\/p\u003E\u003Cp\u003EThe attacks would require an attacker to first gain control of a computer connected to the vehicle\u0027s internal network. The research does not show that CAN XL itself provides a means to break into a vehicle. Instead, it shows what an attacker could do after gaining access.\u003C\/p\u003E\u003Cp\u003ESeveral attacks were also faster and harder to detect than similar attacks against classic CAN, according to the authors.\u003C\/p\u003E\u003Cp\u003EThe researchers proposed changes to the CAN XL rules to prevent several of the attacks. They also recommended additional security measures, including message authentication and systems that can detect unusual activity.\u003C\/p\u003E\u003Cp\u003EThe team reported the vulnerabilities and informed the manufacturers of the commercial devices it tested about the bugs it found. One company has already released a fix. The researchers hope their findings will help manufacturers address security weaknesses before the technology becomes more widely used.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\/presentation\/tang-zhaozhou\u0022\u003E\u003Cem\u003EA Formal Security Analysis of CAN XL\u003C\/em\u003E\u003C\/a\u003E was published in the Proceedings of the \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003E35th USENIX Security Symposium\u003C\/a\u003E, held Aug. 12-14 in Baltimore, MD. The paper was also named a runner-up for a distinguished paper award.\u003C\/p\u003E\u003Cp\u003EThe study was conducted by Georgia Tech Ph.D. student \u003Cstrong\u003EZhaozhouTang\u003C\/strong\u003E, Professor \u003Cstrong\u003EVijay\u003C\/strong\u003E \u003Cstrong\u003EGanesh\u003C\/strong\u003E, Zonouz, and Provost and Executive Vice President for Academic Affairs \u003Cstrong\u003ERaheem\u003C\/strong\u003E \u003Cstrong\u003EBeyah\u003C\/strong\u003E, along with \u003Cstrong\u003EKhaled\u003C\/strong\u003E \u003Cstrong\u003ESerag\u003C\/strong\u003E of the Qatar Computing Research Institute and Z. Berkay Celik of Purdue University.\u003C\/p\u003E\u003Cp\u003EThe paper and its findings result from projects sponsored by the Hyundai America Technical Center, the Georgia Department of Transportation, and the $7 million CHORUS Center through the National Science Foundation\u2019s Cyber-Physical System Frontier Program.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers found seven security flaws in CAN XL, a vehicle network standard intended for future driver-assistance systems. The findings show risks remain before the technology becomes widely deployed. \u2022 Attackers with access to a vehicle\u2019s internal network could alter or intercept messages, disable computers, provide conflicting information, or disrupt communication; some attacks were faster and harder to detect than those targeting classic CAN. \u2022 Researchers confirmed the flaws on commercial hardware, proposed rule changes, and recommended message authentication and unusual-activity detection; one tested manufacturer has released a fix.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers found seven security flaws in CAN XL, a vehicle network standard intended for future driver-assistance systems."}],"uid":"36253","created_gmt":"2026-09-24 14:34:10","changed_gmt":"2026-09-29 18:41:26","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-24T00:00:00-04:00","iso_date":"2026-09-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681243":{"id":"681243","type":"image","title":"Car-security.png","body":null,"created":"1790260526","gmt_created":"2026-09-24 14:35:26","changed":"1790260526","gmt_changed":"2026-09-24 14:35:26","alt":"A digital image of a car with a lock on it","file":{"fid":"265612","name":"Car-security.png","image_path":"\/sites\/default\/files\/2026\/09\/24\/Car-security.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/24\/Car-security.png","mime":"image\/png","size":758850,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/24\/Car-security.png?itok=q0gzPjyJ"}},"675758":{"id":"675758","type":"image","title":"Saman Zonouz.jpg","body":null,"created":"1733171394","gmt_created":"2024-12-02 20:29:54","changed":"1733171394","gmt_changed":"2024-12-02 20:29:54","alt":"man in a pullover smiling","file":{"fid":"259421","name":"Saman Zonouz.jpg","image_path":"\/sites\/default\/files\/2024\/12\/02\/Saman%20Zonouz.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/12\/02\/Saman%20Zonouz.jpg","mime":"image\/jpeg","size":20769150,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/12\/02\/Saman%20Zonouz.jpg?itok=L0vEl8C_"}}},"media_ids":["681243","675758"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692819":{"#nid":"692819","#data":{"type":"news","title":"New Benchmark Measures Memory Capabilities of VLM-Powered Robots","body":[{"value":"\u003Cp\u003EIn-home assistive robots might be able to clean and organize your home, but if they can\u2019t tell you where they put your keys or wallet, they can become a major inconvenience.\u003C\/p\u003E\u003Cp\u003ETo improve robot performance and advance memory capabilities needed for reliable home use, Georgia Tech researchers have developed a new benchmark to evaluate the memory capabilities of vision-language models (VLMs).\u003C\/p\u003E\u003Cp\u003EThat includes Gemini 2.0-flash and GPT-4o.\u003C\/p\u003E\u003Cp\u003EIn-home assistive robots could clean and organize a home while the owner is away, but without enhanced memory capabilities, they could cause more problems than they solve.\u003C\/p\u003E\u003Cp\u003EThey could, for example, cause a major inconvenience if they move important objects like wallets and keys but are unable to tell the owner where they put them.\u003C\/p\u003E\u003Cp\u003EA new benchmark created by Georgia Tech researchers tests the memory capability of vision-language models (VLMs), including Gemini 2.0-flash and GPT-4o, to determine whether they could improve robot performance.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~zk15\/\u0022\u003E\u003Cstrong\u003EZsolt Kira\u003C\/strong\u003E\u003C\/a\u003E, an associate professor in Tech\u2019s School of Interactive Computing, said that most active VLMs can process only a few hundred images at a time before forgetting them.\u003C\/p\u003E\u003Cp\u003E\u201cThere wasn\u2019t a benchmark that could test these specialized capabilities that we might want from a robot,\u201d Kira said. \u201cOur purpose in creating one is to spur research in this area so that others can develop methods to solve this problem.\u201d\u003C\/p\u003E\u003Cp\u003EThe team\u2019s benchmark consists of memory evaluations based on 60 tasks that require continuous engagement and contextual and environmental awareness. Three task categories \u2014 spatial, temporal, and multi-goal \u2014 are highly difficult.\u003C\/p\u003E\u003Cp\u003E\u201cYou can chat with a language model like ChatGPT, and it remembers all the text from your previous conversations with it because the text data is small in terms of storage,\u201d Kira said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cEmbodied agents and robots observe a lot of videos, and those tend to be a lot harder to recall. If you ask it where your diary is, it must efficiently store images of your diary and where it is.\u003C\/p\u003E\u003Cp\u003E\u201cThat\u2019s just a few frames out of a million that it recorded since yesterday, and it must know where that is relative to the spatial layout of the house.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EKarmesh Yadav\u003C\/strong\u003E, a Ph.D. student in Kira\u2019s lab, said users don\u2019t want to repeat information about their preferences after deployment. They also expect the robot to maintain long-term memory.\u003C\/p\u003E\u003Cp\u003E\u201cIn reality, you would want it to have a memory of the entire time it has been in your house, whether that\u2019s days or years,\u201d Yadav said.\u003C\/p\u003E\u003Cp\u003EThe team\u2019s benchmark evaluates memory performance over an average one-day period. It challenges the models with commands like \u201cnavigate to an object you did not interact with yesterday\u201d or \u201cnavigate to a room you did not visit yesterday.\u201d\u003C\/p\u003E\u003Cp\u003EThe results show that current state-of-the-art models have a long way to go before they can be used in embodied agents. The best model achieved roughly a 50% success rate on high-level difficulty tasks.\u003C\/p\u003E\u003Cp\u003ESurprisingly, this model wasn\u2019t Gemini or GPT VLMs. It was an open-source reasoning model from \u003Ca href=\u0022https:\/\/qwen.ai\/qwenchat\u0022\u003EQwen\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIf you use an open-source reasoning model, even one that\u2019s small in size, it can match the performance of closed-source non-reasoning models,\u201d Yadav said. \u201cReasoning models can look at the video and translate it into text. It describes what\u2019s going on in the video in words and determines the right frame to choose in its final output.\u201d\u003C\/p\u003E\u003Cp\u003EKira said that converting images into descriptive text that language models easily understand could be one way to circumvent the memory storage dilemma. Another way could be to assign a hierarchy that teaches the model to identify irrelevant or redundant images and erase them from storage.\u003C\/p\u003E\u003Cp\u003EWhatever future progress researchers make in those areas, Kira and his students are confident that their benchmark will remain relevant.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis benchmark is scalable,\u201d said Ph.D. student \u003Cstrong\u003EYusuf Ali\u003C\/strong\u003E. \u201cIf two years from now, videos are easy for a model to understand and store, you can use the same infrastructure we propose and scale up the problem\u2019s difficulty.\u201d\u003C\/p\u003E\u003Cp\u003EYadav and Ali are co-first authors of a paper on the benchmark, presented in early September at the 2026 European Conference on Computer Vision in Sweden.\u003C\/p\u003E\u003Cp\u003EFor more information about the project, click\u0026nbsp;\u003Ca href=\u0022https:\/\/findingdory-benchmark.github.io\/\u0022\u003Ehere\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETo improve robot performance and advance memory capabilities needed for reliable home use, Georgia Tech researchers have developed a new benchmark to evaluate the memory capabilities of vision-language models (VLMs).\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To improve robot performance and advance memory capabilities needed for reliable home use, Georgia Tech researchers have developed a new benchmark to evaluate the memory capabilities of vision-language models (VLMs)."}],"uid":"36530","created_gmt":"2026-09-24 19:19:33","changed_gmt":"2026-09-29 18:40:59","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-24T00:00:00-04:00","iso_date":"2026-09-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681247":{"id":"681247","type":"image","title":"2X6A9069.jpg","body":null,"created":"1790277587","gmt_created":"2026-09-24 19:19:47","changed":"1790277587","gmt_changed":"2026-09-24 19:19:47","alt":"Zsolt Kira sitting in office chair surrounded by old computers","file":{"fid":"265616","name":"2X6A9069.jpg","image_path":"\/sites\/default\/files\/2026\/09\/24\/2X6A9069.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/24\/2X6A9069.jpg","mime":"image\/jpeg","size":153574,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/24\/2X6A9069.jpg?itok=OK71DyFs"}}},"media_ids":["681247"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"152","name":"Robotics"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"},{"id":"39521","name":"Robotics"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ndeen6@gatech.edy\u0022\u003ENathan Deen\u003C\/a\u003E\u003Cbr\u003ECollege of Computing\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692919":{"#nid":"692919","#data":{"type":"news","title":"Computing Student Spends Year Studying, Working, and Learning in Germany\u00a0","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFor students seeking international experience, studying abroad can offer opportunities that extend well beyond the classroom. Computer Science (CS) Student \u003Cstrong\u003ENicholas Byrd\u2019s\u003C\/strong\u003E year-long experience in Germany gave him the chance to study CS at the Technical University of Munich (TUM) and to intern at TNG Technology Consulting.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDuring the 2025\u201326 academic year, Byrd spent one semester studying at TUM through Georgia Tech\u2019s exchange program and the following months completing a full-time internship. Along the way, he took courses in artificial intelligence (AI) and deep learning, worked on large language model (LLM) benchmarking, traveled throughout Europe, and made friends from around the world.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat drew you to the TUM exchange program and spending a year in Germany?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI was drawn to the TUM exchange program for a couple of reasons. TUM is a great computer science university, often regarded as a top 20 CS university in the world. TUM is also a very international university, with about 45% of its student body being international students. This meant I could take high-quality CS courses in English and meet students from all over the world.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI wanted a new perspective on life and to create more unique experiences, and I felt that studying abroad, traveling, and meeting people from all over the world was a great way to do so.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat classes did you take at TUM, and did any courses or projects stand out?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAt TUM, I took an Intro to Deep Learning course, an Intro to AI Course, and a Visual Data Analytics course. Of these, the \u003Cem\u003EIntro to Deep Learning\u003C\/em\u003E course stood out as a great one, despite being difficult, with a very organized structure and impressive faculty.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EOne thing that stood out overall was the difference in course format between the courses I took at TUM and those in the US. At TUM, each course had only one exam, which counted as the entire course grade.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you do as an intern?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs an intern, I worked on their Innovation Hacking team focusing on LLM benchmarking. The company provides its own internal models, for which benchmarking is essential to assess how well the internally hosted models compare with expensive external models. One main thing I worked on was using agents to automate the benchmarking system, making it more efficient to run large-scale LLM benchmarks frequently.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHave you used anything you\u2019ve learned in classes at your internship?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI mainly programmed in Python for this internship and used the skills I learned in \u003Cem\u003ECS1301:\u0026nbsp;Intro to Programming\u003C\/em\u003E at Georgia Tech. I also benefited from the knowledge I gained in \u003Cem\u003ECS1332: Data Structures and Algorithms\u003C\/em\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat has surprised you most about studying, working, and living in Germany?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWorking in Germany, I was surprised by the emphasis on separating work and life. German colleagues emphasized the importance of enjoying your vacation days and said that time away from work should be truly disconnected from work.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat has been your favorite experience or memory from your time abroad?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMy favorite overall experience from my time abroad was making friends from all over the world and spending a lot of time in the beautiful nature and mountains around Germany and Munich.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI also traveled a lot while I was abroad, and my trips to Spain and Finland were some of my favorites.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give to students considering studying or interning abroad?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EStudying abroad can feel like a big decision, but it can create lifelong memories and expose you to experiences you might never have otherwise.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMany processes, such as gathering documents and information about the country or program, can be confusing and stressful, so it is essential to be proactive in sending emails and figuring things out.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EStudents interested in exploring similar opportunities can learn more through Georgia Tech\u2019s Office of International Education. Information on the TUM exchange program is available \u003Ca href=\u0022https:\/\/atlas.gatech.edu\/_portal\/tds-program-brochure?programid=10258\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ehere,\u003C\/a\u003E and information on other international opportunities is available\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/international-studies\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E here\u003C\/a\u003E.\u202f\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFor students seeking international experience, studying abroad can offer opportunities that extend well beyond the classroom. Computer Science (CS) Student \u003Cstrong\u003ENicholas Byrd\u2019s\u003C\/strong\u003E \u0026nbsp;year-long experience in Germany gave him the chance to study CS at the Technical University of Munich (TUM) and to intern at TNG Technology Consulting.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For students seeking international experience, studying abroad can offer opportunities that extend well beyond the classroom. "}],"uid":"36613","created_gmt":"2026-09-29 17:33:52","changed_gmt":"2026-09-29 17:41:15","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-29T00:00:00-04:00","iso_date":"2026-09-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681289":{"id":"681289","type":"image","title":"nicholas2.jpg","body":null,"created":"1790703245","gmt_created":"2026-09-29 17:34:05","changed":"1790703245","gmt_changed":"2026-09-29 17:34:05","alt":"Nicholas Byrd","file":{"fid":"265660","name":"nicholas2.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/nicholas2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/nicholas2.jpg","mime":"image\/jpeg","size":51429,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/nicholas2.jpg?itok=oPoagOvF"}},"681290":{"id":"681290","type":"image","title":"nicholas3.jpg","body":null,"created":"1790703245","gmt_created":"2026-09-29 17:34:05","changed":"1790703245","gmt_changed":"2026-09-29 17:34:05","alt":"Nicholas Byrd","file":{"fid":"265661","name":"nicholas3.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/nicholas3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/nicholas3.jpg","mime":"image\/jpeg","size":638274,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/nicholas3.jpg?itok=WTFn3tKO"}},"681291":{"id":"681291","type":"image","title":"nicholas4.jpg","body":null,"created":"1790703245","gmt_created":"2026-09-29 17:34:05","changed":"1790703245","gmt_changed":"2026-09-29 17:34:05","alt":"Nicholas Byrd","file":{"fid":"265662","name":"nicholas4.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/nicholas4.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/nicholas4.jpg","mime":"image\/jpeg","size":138248,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/nicholas4.jpg?itok=Pvlm8mUQ"}},"681292":{"id":"681292","type":"image","title":"nicholas1.jpg","body":null,"created":"1790703245","gmt_created":"2026-09-29 17:34:05","changed":"1790703245","gmt_changed":"2026-09-29 17:34:05","alt":"Nicholas Byrd","file":{"fid":"265663","name":"nicholas1.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/nicholas1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/nicholas1.jpg","mime":"image\/jpeg","size":76957,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/nicholas1.jpg?itok=h9zqV2GH"}}},"media_ids":["681289","681290","681291","681292"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"42911","name":"Education"},{"id":"194248","name":"International Education"}],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692828":{"#nid":"692828","#data":{"type":"news","title":"GT Cybersecurity Expert Helping to Chart the Future of AI on the Energy Grid","body":[{"value":"\u003Cp\u003EArtificial intelligence (AI) is becoming increasingly vital to the nation\u2019s power grid. However, AI tools meant to help energy companies manage the grid, plan for future needs, and respond to problems also create new security and safety concerns.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESaman\u003C\/strong\u003E \u003Cstrong\u003EZonouz\u003C\/strong\u003E, an associate professor in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E, is helping address those concerns as a member of a planning committee for the \u003Ca href=\u0022https:\/\/www.nationalacademies.org\u0022\u003ENational Academies of Sciences, Engineering, and Medicine\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ESince May 2026, Zonouz has served on the planning committee for an upcoming public workshop on integrating AI into the electricity system. The workshop is scheduled for Oct. 26 and will convene experts to discuss how to safely and reliably use AI across the power grid.\u003C\/p\u003E\u003Cp\u003EThe workshop will explore how AI is used today, the challenges of integrating AI into existing power systems, and how people and AI can work together. The event will also examine relationships between AI and cybersecurity, data centers, workforce development, and future research.\u003C\/p\u003E\u003Cp\u003EFor Zonouz, cybersecurity and resilience are key parts of the conversation.\u003C\/p\u003E\u003Cp\u003E\u201cAI is both a shield and a target for the grid,\u201d Zonouz said.\u003C\/p\u003E\u003Cp\u003EZonouz leads Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Systems Security Research Laboratory\u003C\/a\u003E. The lab\u2019s research, much of it funded by the U.S. Department of Energy, investigates how AI can protect power systems from cyberattacks.\u003C\/p\u003E\u003Cp\u003EOne recent initiative combines AI with detailed knowledge about power system operations to detect attacks in near real time. Another project sought to identify security weaknesses in solar inverters and other devices that connect energy sources, such as solar panels, to the power grid.\u003C\/p\u003E\u003Cp\u003ERegardless of the challenge, Zonouz and his lab work to identify and fix these weaknesses before attackers can exploit them. Despite their best efforts, however, Zonouz said that some AI tools meant to secure a system can create new ways for attackers to target a power grid.\u003C\/p\u003E\u003Cp\u003EThe lab has demonstrated in several studies that AI systems can be tricked by false or manipulated data. Attackers can also target the software and systems that AI depends on. As AI becomes more advanced, some systems may even be able to modify grid operations.\u003C\/p\u003E\u003Cp\u003EThis raises an important question: What happens if an AI system fails or is attacked?\u003C\/p\u003E\u003Cp\u003E\u201cThat is why the right frame is resilience,\u201d Zonouz said.\u003C\/p\u003E\u003Cp\u003EFor Zonouz, the goal is not to create an AI system that can never fail or be attacked. It\u2019s to build a trustworthy power grid that can continue operating safely even if an AI system fails or is compromised.\u003C\/p\u003E\u003Cp\u003EZonouz will bring his perspective to the National Academies workshop. In addition to helping organize the event, he will lead a session on cybersecurity and resilience. He will also help summarize the workshop\u2019s key takeaways during the closing session. The workshop will be held \u003Ca href=\u0022https:\/\/events.nationalacademies.org\/47042\u0022\u003Evirtually\u003C\/a\u003E in late October. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cLessons learned from the electricity grid can be applied to other critical infrastructure as AI monitoring and control tools continue to advance and become more common,\u201d he said.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researcher Saman Zonouz is helping shape resilient AI practices for the electricity grid. His work connects workshop planning with research on AI-enabled grid protection and emerging vulnerabilities. Zonouz\u2019s laboratory develops near-real-time attack detection and investigates weaknesses in solar inverters and other grid-connected devices. \u2022 Research shows AI systems can be misled by manipulated data or compromised software, making resilience essential when systems fail or face attacks.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researcher Saman Zonouz is helping shape resilient AI practices for the electricity grid. His work connects workshop planning with research on AI-enabled grid protection and emerging vulnerabilities."}],"uid":"36253","created_gmt":"2026-09-25 13:50:08","changed_gmt":"2026-09-29 16:25:29","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-25T00:00:00-04:00","iso_date":"2026-09-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"673306":{"id":"673306","type":"image","title":"Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project. ","body":null,"created":"1709660104","gmt_created":"2024-03-05 17:35:04","changed":"1709660054","gmt_changed":"2024-03-05 17:34:14","alt":"Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project. ","file":{"fid":"256679","name":"Saman-Zonouz.jpg","image_path":"\/sites\/default\/files\/2024\/03\/05\/Saman-Zonouz.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/03\/05\/Saman-Zonouz.jpg","mime":"image\/jpeg","size":56998,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/03\/05\/Saman-Zonouz.jpg?itok=qOSZDIrt"}}},"media_ids":["673306"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ECommunications Officer at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692865":{"#nid":"692865","#data":{"type":"news","title":"GT Computing Students Find Community, Opportunity at Tapia Conference","body":[{"value":"\u003Cp\u003EFor Georgia Tech computer science (CS) students\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/summerabramson\/\u0022\u003E\u003Cstrong\u003ESummer Abramson\u003C\/strong\u003E\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/cindy-muniz\/\u0022\u003E\u003Cstrong\u003ECindy Muniz\u003C\/strong\u003E\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/an1ka-reddy\/\u0022\u003E\u003Cstrong\u003EAnika Gaddam\u003C\/strong\u003E\u003C\/a\u003E, attending the ACM Richard Tapia Celebration of Diversity in Computing Conference was about more than building resum\u00e9s or exploring careers.\u003C\/p\u003E\u003Cp\u003EIt was a chance to find community, encounter new ideas, and see a place for themselves in the future of computing.\u003C\/p\u003E\u003Cp\u003EThe Sept. 16-18 conference at the Hyatt Regency Atlanta brought together students, researchers, educators, and industry professionals from across the country to advance diversity in computing.\u003C\/p\u003E\u003Cp\u003EThe College of Computing had a strong presence throughout the conference, with\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/dean-vivek-sarkar\u0022\u003E\u003Cstrong\u003EVivek\u003C\/strong\u003E \u003Cstrong\u003ESarkar\u003C\/strong\u003E, John P. Imlay Jr. Dean of Computing\u003C\/a\u003E, delivering welcoming remarks at the opening session and several College faculty, researchers, and leaders participating in panels and other programming.\u003C\/p\u003E\u003Ch3\u003EUnprecedented student demand\u003C\/h3\u003E\u003Cp\u003EThe College has funded students to attend Tapia for more than a decade, typically covering attendance for about eight graduate students. However, with Tapia in Atlanta this year, a record number of students sought registration support from the College.\u003C\/p\u003E\u003Cp\u003ETo manage the demand, Associate Dean of Access and Advancement and Regents\u2019 Professor \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/dana-randall\u0022\u003E\u003Cstrong\u003EDana\u003C\/strong\u003E \u003Cstrong\u003ERandall\u003C\/strong\u003E\u003C\/a\u003E established the GT Computing Tapia Award. She led a small committee that reviewed 54 student applications and selected 17 for conference registration support.\u003C\/p\u003E\u003Cp\u003E\u201cOf course, we wish that the College could have covered registration for all of the students who applied,\u201d said Randall. \u201cTapia is an incredible opportunity for students to discover their community as they develop a richer understanding of where a career in computing can take them.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe 17 GT Computing Tapia Award winners were joined by eight students from the\u0026nbsp;\u003Ca href=\u0022https:\/\/omscs.gatech.edu\/\u0022\u003EOnline Master of Science in Computer Science\u003C\/a\u003E program, and about 10 student volunteers, for a GT Computing contingent of approximately 35 students.\u003C\/p\u003E\u003Ch3\u003EConnecting to community\u003C\/h3\u003E\u003Cp\u003EFor Abramson, a\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/degree-programs\/master-science-computer-science\u0022\u003ECS master\u2019s\u003C\/a\u003E student whose research focuses on inclusion in computing, the conference offered an opportunity to connect her academic interests with a broader community.\u003C\/p\u003E\u003Cp\u003E\u201cTapia was especially meaningful to me because much of my research focuses on inclusion in computing and on creating spaces where everyone feels welcome,\u201d Abramson said. \u201cAttending Tapia allowed me to network and to see how others in my field are working toward those goals.\u201d\u003C\/p\u003E\u003Cp\u003EBut most of all, Tapia reinforced Abramson\u0027s sense of belonging.\u003C\/p\u003E\u003Cp\u003E\u201cThe biggest lesson I learned from this conference is that there will always be a place for me at Tapia where I can be myself,\u201d she said. \u201cThe best way to carry that legacy forward is to create the same space for others in my own community.\u201d\u003C\/p\u003E\u003Cp\u003EThe Tapia experience provided Muniz, a second-year CS major, with an equally personal perspective.\u003C\/p\u003E\u003Cp\u003EAs a Latina student, Muniz said she remembered attending a first-year seminar in which the student panel didn\u2019t include anyone who looked like her. At Tapia, she found a diverse, supportive community focused on helping students succeed.\u003C\/p\u003E\u003Cp\u003E\u201cTheir continued advocacy for diversity in the computing industry was inspiring,\u201d Muniz said, \u201cand they provided me with numerous resources so I can work toward my future.\u201d\u003C\/p\u003E\u003Cp\u003EMuniz made the most of these resources by participating in resume review sessions and speaking with recruiters. She also drew inspiration from a presentation by \u003Cstrong\u003EOmar\u003C\/strong\u003E \u003Cstrong\u003EFlorez\u003C\/strong\u003E, team lead for LatamGPT, a large language model for Latin America.\u003C\/p\u003E\u003Cp\u003EAs a bilingual student assistant, Muniz saw the potential for technology like LatamGPT to help address representation and information gaps for communities that may lack access to college application resources.\u003C\/p\u003E\u003Cp\u003EGaddam, a third-year CS major, also appreciated Tapia\u2019s emphasis on diversity in computing.\u003C\/p\u003E\u003Cp\u003EShe found the conference particularly relevant to her academic and professional interests. A session on the \u003Cem\u003EEvolution of Software Engineering with AI\u003C\/em\u003E directly connected to her coursework and internship experience, while a career panel featuring engineers from Meta and Netflix offered insight into career growth for people of color in technology.\u003C\/p\u003E\u003Cp\u003E\u201cBeing in a room where most of the attendees and speakers didn\u0027t match the default image of who works in AI reinforced something I already believe,\u201d said Gaddam.\u003C\/p\u003E\u003Cp\u003E\u201cThe industry needs more people who lead with empathy and intuition, not just technical throughput.\u201d\u003C\/p\u003E\u003Ch3\u003EGT Computing at Tapia\u003C\/h3\u003E\u003Cp\u003EThe College\u2019s presence extended beyond student attendance. Along with Sarkar\u2019s opening remarks, faculty, researchers, and students also participated in conference programming.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.kamaubobb.com\/\u0022\u003E\u003Cstrong\u003EKamau\u003C\/strong\u003E \u003Cstrong\u003EBobb\u003C\/strong\u003E\u003C\/a\u003E, senior director of\u0026nbsp;\u003Ca href=\u0022https:\/\/constellations.gatech.edu\/\u0022\u003EGeorgia Tech\u2019s Constellations Center for Computing Education\u003C\/a\u003E, co-headlined a session with data scientist and Tapia co-founder\u0026nbsp;\u003Ca href=\u0022https:\/\/www.anl.gov\/mcs\/article\/valerie-taylor-receives-distinguished-engineering-alumnialumnae-award-from-purdue\u0022\u003E\u003Cstrong\u003EValerie\u003C\/strong\u003E \u003Cstrong\u003EThomas\u003C\/strong\u003E\u003C\/a\u003E. The two discussed artificial intelligence (AI) and its impact on underrepresented groups, which is the subject of Bobb\u2019s recent book, \u003Cem\u003EThe Bullwhip\u2019s Algorithm: Artificial Intelligence and America\u2019s Racial Caste System\u003C\/em\u003E.\u003C\/p\u003E\u003Cp\u003EAdditional programming contributions from the GT Computing community included:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e6a1e0a3d55e930522c61604e3c5c7a70\u0022\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/reeda-shimaz-huda-257b381b6\/\u0022\u003E\u003Cstrong\u003EReeda Shimaz Huda\u003C\/strong\u003E\u003C\/a\u003E, a first-year\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/degree-programs\/phd-human-centered-computing\u0022\u003EPh.D. student in human-centered computing\u003C\/a\u003E, participated in a panel discussion titled \u003Cem\u003ECultivating Tomorrow\u2019s Innovators: The Transformative Power of Undergraduate Research\u003C\/em\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ef20efdd7b3ff2b081e4d8bbf2dcc5f66\u0022\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/alex-cabral-4282aa1a\/\u0022\u003E\u003Cstrong\u003EAlex\u003C\/strong\u003E \u003Cstrong\u003ECabral\u003C\/strong\u003E\u003C\/a\u003E, a former postdoctoral fellow in the\u0026nbsp;\u003Ca href=\u0022https:\/\/kamoamoa.com\/\u0022\u003EKa Moamoa Lab at Georgia Tech\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/profjosiah\/\u0022\u003E\u003Cstrong\u003EJosiah\u003C\/strong\u003E \u003Cstrong\u003EHester\u003C\/strong\u003E\u003C\/a\u003E, an interactive computing associate professor, participated in a Birds of a Feather session titled \u003Cem\u003EImpact-Focused Research in Computing: Publishing, Career Paths, and Community-Building Without Losing Your Values.\u003C\/em\u003E\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGT Computing recently launched an award program to manage record student demand for registration scholarships for this year\u0027s Tapia Celebration of Diversity in Computing Conference. More than 50 applications were submitted, and 17 were selected. In all, 35 GT Computing students participated in the conference.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The College of Computing recently launched an award program to manage record student demand for registration scholarships for this year\u0027s Tapia Celebration of Diversity in Computing Conference."}],"uid":"32045","created_gmt":"2026-09-28 15:55:06","changed_gmt":"2026-09-28 16:01:33","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-28T00:00:00-04:00","iso_date":"2026-09-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681274":{"id":"681274","type":"image","title":"Regents Professor Dana Randall takes a selfie with a small group of students attending Tapia 2026 in Atlanta.","body":"\u003Cp\u003ERegents Professor Dana Randall (left) takes a selfie with a small group of students attending Tapia 2026 in Atlanta.\u003C\/p\u003E","created":"1790610921","gmt_created":"2026-09-28 15:55:21","changed":"1790610921","gmt_changed":"2026-09-28 15:55:21","alt":"Regents Professor Dana Randall takes a selfie with a small group of students attending Tapia 2026 in Atlanta.","file":{"fid":"265643","name":"Tapia-2026-groupie-selfie-1.jpg","image_path":"\/sites\/default\/files\/2026\/09\/28\/Tapia-2026-groupie-selfie-1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/28\/Tapia-2026-groupie-selfie-1.jpg","mime":"image\/jpeg","size":156125,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/28\/Tapia-2026-groupie-selfie-1.jpg?itok=fsyx_N5X"}},"681275":{"id":"681275","type":"image","title":"CS major Cindy Muniz with GT Computing Dean Vivek Sarkar at Tapia 2026 in Atlanta.","body":"\u003Cp\u003ECS major Cindy Muniz poses with GT Computing Dean Vivek Sarkar at Tapia 2026 in Atlanta.\u003C\/p\u003E","created":"1790611036","gmt_created":"2026-09-28 15:57:16","changed":"1790611036","gmt_changed":"2026-09-28 15:57:16","alt":"CS major Cindy Muniz with GT Computing Dean Vivek Sarkar at Tapia 2026 in Atlanta.","file":{"fid":"265644","name":"Cindy-Muniz-Dean-Sarkar-Tapia2026-2.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/28\/Cindy-Muniz-Dean-Sarkar-Tapia2026-2.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/28\/Cindy-Muniz-Dean-Sarkar-Tapia2026-2.jpeg","mime":"image\/jpeg","size":152327,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/28\/Cindy-Muniz-Dean-Sarkar-Tapia2026-2.jpeg?itok=LidVDWOC"}}},"media_ids":["681274","681275"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"606703","name":"Constellations Center"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"133","name":"Special Events and Guest Speakers"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"175368","name":"Tapia Celebration of Diversity in Computing"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBen Snedeker\u003C\/p\u003E\u003Cp\u003ESenior Communications Manager\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692755":{"#nid":"692755","#data":{"type":"news","title":"Georgia Tech Holds No. 5 Spot in National CS Undergraduate Rankings","body":[{"value":"\u003Cp\u003EThe Georgia Tech College of Computing has retained its No. 5 national ranking for undergraduate computer science programs in the latest \u003Cem\u003EU.S. News \u0026amp; World Report\u003C\/em\u003E rankings.\u003C\/p\u003E\u003Cp\u003ETop-tier specialty rankings in artificial intelligence and cybersecurity continue to drive the program\u0027s standing, with AI retaining its No. 5 rank nationwide and Cybersecurity holding firm at No. 2.\u003C\/p\u003E\u003Cp\u003E\u201cMaintaining a top-five national ranking reflects the extraordinary excellence and dedication of our faculty, students, and staff,\u201d said \u003Cstrong\u003EVivek\u003C\/strong\u003E \u003Cstrong\u003ESarkar\u003C\/strong\u003E, John P. Imlay Jr. Dean of Computing.\u003C\/p\u003E\u003Cp\u003E\u201cOur research strength in critical areas such as cybersecurity and AI, together with our distinctive \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/threads-better-way-learn-computing\u0022\u003Ethreads-based curriculum\u003C\/a\u003E, reflects our commitment to a comprehensive education that keeps pace with rapid technological change and prepares our graduates to thrive in a workforce undergoing major transformation.\u201d\u003C\/p\u003E\u003Cp\u003EThe \u003Cem\u003E2027 U.S. News Best Colleges\u003C\/em\u003E\u0026nbsp;rankings\u0026nbsp;reflect performance across several specialized undergraduate tracks within the College:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e9c53f77dbd8629e965eb685fdc6dfc53\u0022\u003E\u003Cstrong\u003ECybersecurity:\u003C\/strong\u003E No. 2\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e980014ff6503e3f304a2aa826d4c4a9f\u0022\u003E\u003Cstrong\u003ESoftware Engineering:\u003C\/strong\u003E No. 3\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e0fa636bfd37382401649cfa8084e302e\u0022\u003E\u003Cstrong\u003EArtificial Intelligence:\u003C\/strong\u003E No. 5\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e16ebd3c0f695165d62cf7957441ae59f\u0022\u003E\u003Cstrong\u003EData Analytics:\u003C\/strong\u003E No. 5\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e15430f9b3ad5422909d1c81e7e1efe7e\u0022\u003E\u003Cstrong\u003EComputer Systems:\u003C\/strong\u003E No. 6 (up 1 spot)\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e81e53da78a355a055f7814ac95bdc1d9\u0022\u003E\u003Cstrong\u003ETheory:\u003C\/strong\u003E No. 10\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e6304fe7623db4574c58fa26a3252922e\u0022\u003E\u003Cstrong\u003EProgramming Languages:\u003C\/strong\u003E No. 13 (down 3 spots)\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EBuilding on prior years\u0027 gains in national recognition, the latest results mark continued consistency across both foundational theory and specialized subfields.\u003C\/p\u003E\u003Cp\u003EEarlier this year, U.S. News and World Report \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/georgia-tech-climbs-ai-maintains-national-leadership-graduate-computing\u0022\u003Eranked Georgia Tech No. 7 overall among the best graduate CS programs\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech ranks among the top five for AI and cybersecurity and No. 5 for overall undergraduate CS programs.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech ranks among top five for AI and cybersecurity undergraduate programs."}],"uid":"32045","created_gmt":"2026-09-22 12:23:10","changed_gmt":"2026-09-22 12:31:47","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-22T00:00:00-04:00","iso_date":"2026-09-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681219":{"id":"681219","type":"image","title":"The Klaus Advanded Computing Building is the heart of Computing at Georgia Tech","body":null,"created":"1790079799","gmt_created":"2026-09-22 12:23:19","changed":"1790079799","gmt_changed":"2026-09-22 12:23:19","alt":"The Klaus Advanded Computing Building is the heart of Computing at Georgia Tech","file":{"fid":"265586","name":"Klaus-Advanded-Computing-Building_MG_9440.jpg","image_path":"\/sites\/default\/files\/2026\/09\/22\/Klaus-Advanded-Computing-Building_MG_9440.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/22\/Klaus-Advanded-Computing-Building_MG_9440.jpg","mime":"image\/jpeg","size":289847,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/22\/Klaus-Advanded-Computing-Building_MG_9440.jpg?itok=RLfi1D2R"}}},"media_ids":["681219"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"145","name":"Engineering"}],"keywords":[{"id":"143931","name":"US News \u0026 World Report; Computer Science; Georgia Tech"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692643":{"#nid":"692643","#data":{"type":"news","title":"Internship Highlights Industry\u2019s Role in Advancing Safe, Trustworthy AI","body":[{"value":"\u003Cp\u003EAcademic researchers often focus on advancing fundamental knowledge, while industry puts that knowledge into practice. This summer, Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/mphute.github.io\/\u0022\u003EMansi Phute\u003C\/a\u003E experienced both sides of the process during an internship focused on making artificial intelligence (AI) safe, trustworthy, and reliable.\u003C\/p\u003E\u003Cp\u003EUpon returning to Georgia Tech, Phute reflected on her summer internship and what it taught her about the evolving relationship between research and industry.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStudent:\u003C\/strong\u003E Mansi Phute\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Machine learning (ML) robustness and artificial intelligence (AI) safety\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDegree Program:\u003C\/strong\u003E Ph.D. in Computer Science\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFaculty Advisor\u003C\/strong\u003E: School of CSE Professor and Associate Chair\u0026nbsp;\u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E2026 Internship\u003C\/strong\u003E: International Business Machines (\u003Ca href=\u0022https:\/\/www.ibm.com\/us-en\u0022\u003EIBM\u003C\/a\u003E), San Jose, California\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat about IBM interested you in applying for and accepting an internship there?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EIBM is often at the forefront of AI safety, my field of interest, and has a culture that encourages exploratory and fundamental research. I felt this would give me a closer look at cutting-edge industry approaches without compromising on my research interests or my progress toward my thesis.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow well did your coursework and experience at Georgia Tech prepare you for your IBM internship?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EMy experience at Georgia Tech was very helpful in preparing me for IBM. My coursework and other academic experiences certainly transferred over, but I believe that the wide range of people I met during those courses and what I learned from them helped me connect and relate strongly with people at IBM. Being conversant in different fields of research really helped me interact better with IBM coworkers and feel comfortable in a new environment.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you work on while interning at IBM?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EI worked on IBM\u2019s AI Foundations team, focusing on the security of multimodal agent communication during my internship. This is an important problem as we see an increase in agents applied in many use cases. It was also closely aligned with my research interests of AI safety.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDo you have a favorite memory or remarkable achievement from your internship?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EOne of my favorite moments was presenting my work to a broad, cross-team audience of technical and non-technical members. Afterward, my manager told me I was good at explaining my research to people with varying levels of familiarity with the domain. This feedback meant a lot to me because communicating clearly across different audiences is a skill I\u0027ve deliberately worked to improve. So, hearing that the effort was paying off was very rewarding.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOverall, how helpful was this internship toward your studies at Georgia Tech and your career as an aspiring researcher?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EThis internship was very valuable for my development as an aspiring researcher. I worked alongside accomplished people in the AI safety field on projects that aligned closely with my research interests. I also saw how those same projects connect to a company\u0027s broader business priorities, a perspective that isn\u2019t easily available in academic settings. I shared many fruitful discussions with people working in safety, policy, and alignment, which gave me a much clearer sense of how industry approaches these issues compared to the more academic-oriented framing I am used to.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBased on what you learned during your internship, how important is private industry in progressing research and scientific discovery?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EWorking in private industry was a fascinating experience. I come away believing that industry plays an important role in advancing research, especially in AI, where companies have access to computing resources that are less prohibitive than in academic environments. I also think that because private industry has a strong hand in implementing and deploying research,\u0026nbsp;understanding industry priorities can help us frame and design our research in ways that complement industry applications. This ensures research has a bigger impact, particularly in the domain of ML safety and reliability.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAcademic researchers often focus on advancing fundamental knowledge, while industry puts that knowledge into practice. This summer, Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/mphute.github.io\/\u0022\u003EMansi Phute\u003C\/a\u003E experienced both sides of the process during an internship focused on making artificial intelligence (AI) safe, trustworthy, and reliable.\u003C\/p\u003E\u003Cp\u003EUpon returning to Georgia Tech, Phute reflected on her summer internship and what it taught her about the evolving relationship between research and industry.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ph.D. student Mansi Phute spent this summer at an internship focused on making artificial intelligence (AI) safe, trustworthy, and reliable."}],"uid":"36319","created_gmt":"2026-09-17 15:48:44","changed_gmt":"2026-09-21 14:49:44","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-17T00:00:00-04:00","iso_date":"2026-09-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681184":{"id":"681184","type":"image","title":"MP-Head-Image.jpg","body":null,"created":"1789660134","gmt_created":"2026-09-17 15:48:54","changed":"1789660134","gmt_changed":"2026-09-17 15:48:54","alt":"CSE Mansi Phute","file":{"fid":"265549","name":"MP-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/09\/17\/MP-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/17\/MP-Head-Image.jpg","mime":"image\/jpeg","size":139529,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/17\/MP-Head-Image.jpg?itok=ip-e5Jk6"}},"681185":{"id":"681185","type":"image","title":"MP-IBM-Internship.jpg","body":null,"created":"1789660171","gmt_created":"2026-09-17 15:49:31","changed":"1789660171","gmt_changed":"2026-09-17 15:49:31","alt":"CSE Mansi Phute","file":{"fid":"265550","name":"MP-IBM-Internship.jpg","image_path":"\/sites\/default\/files\/2026\/09\/17\/MP-IBM-Internship.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/17\/MP-IBM-Internship.jpg","mime":"image\/jpeg","size":208527,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/17\/MP-IBM-Internship.jpg?itok=IniBDOHb"}}},"media_ids":["681184","681185"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194609","name":"Industry"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"187812","name":"artificial intelligence (AI)"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692727":{"#nid":"692727","#data":{"type":"news","title":"Internship Explores Government\u2019s Investment for the Future","body":[{"value":"\u003Cp\u003EMany scientific breakthroughs begin with long-term research investments. Government agencies often play a central role in this process, supporting work that addresses national priorities while laying the foundation for future innovations.\u003C\/p\u003E\u003Cp\u003EThis summer, M.S. student \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/joey-cuthbert\/\u0022\u003EJoey Cuthbert\u003C\/a\u003E contributed to this mission through an internship at the Air Force Research Laboratory (AFRL). Upon returning to campus, Cuthbert reflected on his internship and what he learned working alongside researchers in government and the defense community. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStudent:\u003C\/strong\u003E Joey Cuthbert\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Machine learning (ML), model-based systems engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDegree Program:\u003C\/strong\u003E M.S. in Computational Science and Engineering, home unit in \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E2026 Internship\u003C\/strong\u003E: Sensors Directorate Internship Program with Air Force Research Laboratory (\u003Ca href=\u0022https:\/\/www.afrl.af.mil\/\u0022\u003EAFRL\u003C\/a\u003E) and the National Air and Space Intelligence Center (\u003Ca href=\u0022https:\/\/www.nasic.af.mil\/\u0022\u003ENASIC\u003C\/a\u003E), Beavercreek, Ohio\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat about AFRL interested you in applying for and accepting an internship there?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EThe Sensors Directorate Internship Program (SDIP) provided a unique opportunity to work alongside mentors from AFRL and NASIC on a defense-related research project over a 14-week internship. This aligned with my desire to work on applied ML research in the defense sector and allowed me to better understand the ins and outs of government and government-contracting work. The program provided competitive pay and housing throughout the program, which was a huge plus for me.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow well did your coursework and experience at Georgia Tech prepare you for your AFRL internship?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EMy experience and coursework at Georgia Tech helped me a great deal this summer. I believe my understanding of ML has greatly improved over the past two semesters, which helped me complete my internship project. All of my experiments ran on high-performance computing (HPC) systems, and I felt I had a head start since I completed an HPC class last spring.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you work on while interning at AFRL?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EI worked on an image-classification robustness project for convolutional neural networks (CNNs) using synthetic aperture radar (SAR) data. I built a robustness benchmark by testing a model against nine types of noise, and used it to show how we can effectively increase robustness by inducing shape-bias in the model during training.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDo you have a favorite memory or remarkable achievement from your internship?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDuring the summer, we went on a tour of nearby \u003Ca href=\u0022https:\/\/www.wpafb.af.mil\/\u0022\u003EWright-Patterson Air Force Base\u003C\/a\u003E, where we visited the sensors directorate buildings and checked out some of their labs. I also received the best poster presentation award among approximately 40 interns.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOverall, how helpful was this internship toward your studies at Georgia Tech and career as an aspiring researcher?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EThis program provided great strides toward my research career goals. My coursework has provided a great foundation in ML, and I was able to apply this knowledge to a project. The internship offered me lots of autonomy, as well as time to explore different paths to find results.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom what you learned on your internship, how important are government agencies in progressing research and scientific discovery?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EI believe government agencies are massively valuable in advancing research and scientific discovery, especially within the defense sector. All work at AFRL has the goal of giving warfighters the greatest advantage possible. This often entails looking 10 to 20 years into the future of science and technology and trying to get there as fast as possible.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMany scientific breakthroughs begin with long-term research investments. Government agencies often play a central role in this process, supporting work that addresses national priorities while laying the foundation for future innovations.\u003C\/p\u003E\u003Cp\u003EThis summer, M.S. student Joey Cuthbert contributed to this mission through an internship at the Air Force Research Laboratory (AFRL). Upon returning to campus, Cuthbert reflected on his internship and what he learned working alongside researchers in government and the defense community. \u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"This summer, M.S. student Joey Cuthbert completed an internship at the Air Force Research Laboratory (AFRL), supporting work that addresses national priorities while laying the foundation for future innovations."}],"uid":"36319","created_gmt":"2026-09-21 14:42:15","changed_gmt":"2026-09-21 14:48:56","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-21T00:00:00-04:00","iso_date":"2026-09-21T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681208":{"id":"681208","type":"image","title":"JC-Head-Image.jpg","body":null,"created":"1790001748","gmt_created":"2026-09-21 14:42:28","changed":"1790001748","gmt_changed":"2026-09-21 14:42:28","alt":"CSE Joey Cuthbert","file":{"fid":"265574","name":"JC-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/09\/21\/JC-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/21\/JC-Head-Image.jpg","mime":"image\/jpeg","size":99824,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/21\/JC-Head-Image.jpg?itok=pWBltqhA"}},"681209":{"id":"681209","type":"image","title":"SARdust-Poster.jpg","body":null,"created":"1790001781","gmt_created":"2026-09-21 14:43:01","changed":"1790001781","gmt_changed":"2026-09-21 14:43:01","alt":"CSE Joey Cuthbert Poster","file":{"fid":"265575","name":"SARdust-Poster.jpg","image_path":"\/sites\/default\/files\/2026\/09\/21\/SARdust-Poster.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/21\/SARdust-Poster.jpg","mime":"image\/jpeg","size":401402,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/21\/SARdust-Poster.jpg?itok=QqefVp7Y"}}},"media_ids":["681208","681209"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"147","name":"Military Technology"},{"id":"194610","name":"National Interests\/National Security"},{"id":"135","name":"Research"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"594","name":"college of engineering"},{"id":"180027","name":". ISyE"},{"id":"2633","name":"Air Force"},{"id":"191204","name":"Air Force Research Laboratory"},{"id":"1325","name":"aerospace"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"192863","name":"go-ai"},{"id":"10199","name":"Daily Digest"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39481","name":"National Security"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692596":{"#nid":"692596","#data":{"type":"news","title":"Internship Connects Supercomputing with National Priorities","body":[{"value":"\u003Cp\u003ENational laboratories play a critical role in advancing science, developing energy technologies, and ensuring national security. This summer, Ph.D. student \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/tage-burnett-537549221\/\u0022\u003ETage Burnett\u003C\/a\u003E contributed to that mission firsthand during an internship at Oak Ridge National Laboratory (ORNL) in Tennessee.\u003C\/p\u003E\u003Cp\u003EThe internship provided Burnett with valuable insight into national laboratory research and reinforced skills he developed through his studies at Georgia Tech. When he returned to campus, we asked Burnett to share more about his internship and what he learned.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStudent:\u003C\/strong\u003E Tage Burnett\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Fusion energy, computational plasma physics, high-performance computing, and structure-preserving machine learning\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDegree Program:\u003C\/strong\u003E Ph.D. in Computational Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFaculty Advisor\u003C\/strong\u003E: School of CSE Assistant Professor \u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E2026 Internship\u003C\/strong\u003E: Oak Ridge National Laboratory, Oak Ridge, Tennessee\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMany people are unfamiliar with national laboratories, like ORNL. Could you explain the purpose of these institutions and why they are important?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Department of Energy (DOE) national laboratories are responsible for moving forward science and technology in the United States and solving high-consequence challenges in science, energy, and national security. They work on both applied and theoretical research with both short-term and long-term returns. ORNL has eight core research areas: biology and environment, energy science, fusion and fission, isotopes, physical sciences, national security, neutron science, and supercomputing. I was an intern in the supercomputing division.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow well did coursework and experience at Georgia Tech prepare you for your ORNL internship?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMy coursework at Georgia Tech was vital in my preparation for this internship. I wrote highly parallel code where I leaned heavily on what I learned in \u003Cem\u003ECSE 6220: High-Performance Computing\u003C\/em\u003E. I also worked on numerical methods which required an understanding of partial differential equations and numerical linear algebra which I also learned at Georgia Tech from classes like \u003Cem\u003ECSE 6643: Numerical Linear Algebra\u003C\/em\u003E and a space plasma physics course.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you work on while interning at ORNL?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAt ORNL, I was a developer on the Adaptive Sparse Grid Discretization (\u003Ca href=\u0022https:\/\/joss.theoj.org\/papers\/10.21105\/joss.06766\u0022\u003EASGarD\u003C\/a\u003E) codebase. The code uses adaptive sparse grids and the Discontinuous Galerkin method to beat the curse of dimensionality and solve high-dimensional partial differential equations (PDEs). \u003Ca href=\u0022https:\/\/github.com\/openjournals\/joss-reviews\/issues\/6766\u0022\u003EThe code\u003C\/a\u003E is designed to simulate fully kinetic plasmas in up to 6-dimensional phase space. My project was to implement an iterative method to solve the efficiently solve the Poisson equation within the codebase. This project gave me hands on experience with linear algebra, numerical PDEs, parallel computing and software engineering which was invaluable to my development as a CSE researcher.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDo you have a favorite memory or remarkable achievement from your internship?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMy favorite memory from my internship was spending time with the other ORNL interns outside of work. There was an amazing group of interns at ORNL, and it was great getting to know them. One particularly good memory was when we went out to a restaurant with live music and played laser tag during our last week of the internship to celebrate our time at ORNL. The achievement I am most proud of was getting a working, highly efficient version of the Poisson solver into ASGarD. The ASGarD codebase is open source, so I hope other plasma physics researchers will use the code and find it helpful for their research.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhile interning, you were selected for a GEM Fellowship, which Georgia Tech and ORNL nominated you for. What does this fellowship mean to you and is there anything you would like to say to your supporters?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ETo me, receiving the \u003Ca href=\u0022https:\/\/www.gemfellowship.org\/gem-fellowship-program\/#a\u0022\u003EGEM Fellowship\u003C\/a\u003E indicates that other people recognize the hard work I am doing, and they believe in my ability to meaningfully contribute to the field. Having this support from GEM, ORNL, and Georgia Tech gives me greater confidence in myself and my potential and inspires me to put my all into my work. I would like all my supporters to know that I am so grateful for the opportunity you have given me to be a part of the excellent community of researchers within GEM, ORNL, and Georgia Tech. I will do my very best to make your support worthwhile!\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOverall, how helpful was this internship toward your studies at Georgia Tech and career as an aspiring researcher?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe internship was extremely important to both my studies at Georgia Tech and my career as a researcher. The hands-on experience I gained is irreplaceable and it helped me to apply all the skills I have developed throughout my education. I am also optimistic that the internship will open doors for me when I am seeking a job post-graduation.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENational laboratories play a critical role in advancing science, developing energy technologies, and ensuring national security. This summer, Ph.D. student \u003Cstrong\u003ETage Burnett\u003C\/strong\u003E contributed to that mission firsthand during an internship at Oak Ridge National Laboratory (ORNL) in Tennessee.\u003C\/p\u003E\u003Cp\u003EThe internship provided Burnett valuable insight into national laboratory research and reinforced skills he developed through his studies at Georgia Tech. When he returned to campus, we asked Burnett to share more about his internship and what he learned.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"National laboratories play a critical role in advancing science, developing energy technologies, and ensuring national security. This summer, Ph.D. student Tage Burnett contributed to that mission firsthand during an internship at ORNL."}],"uid":"36319","created_gmt":"2026-09-15 16:02:56","changed_gmt":"2026-09-21 14:48:37","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-15T00:00:00-04:00","iso_date":"2026-09-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681151":{"id":"681151","type":"image","title":"Tage-Burnett-Head-Image.jpg","body":null,"created":"1789488262","gmt_created":"2026-09-15 16:04:22","changed":"1789488262","gmt_changed":"2026-09-15 16:04:22","alt":"CSE Tage Burnett","file":{"fid":"265514","name":"Tage-Burnett-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/09\/15\/Tage-Burnett-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/Tage-Burnett-Head-Image.jpg","mime":"image\/jpeg","size":117243,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/Tage-Burnett-Head-Image.jpg?itok=L5ERGUNS"}},"681153":{"id":"681153","type":"image","title":"TB-ORNL-Mentor.jpeg","body":null,"created":"1789488297","gmt_created":"2026-09-15 16:04:57","changed":"1789488297","gmt_changed":"2026-09-15 16:04:57","alt":"CSE Tage Burnett","file":{"fid":"265515","name":"TB-ORNL-Mentor.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/15\/TB-ORNL-Mentor.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/TB-ORNL-Mentor.jpeg","mime":"image\/jpeg","size":93096,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/TB-ORNL-Mentor.jpeg?itok=9neLNYx7"}}},"media_ids":["681151","681153"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"135","name":"Research"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"108061","name":"Oak Ridge National Laboratory"},{"id":"663","name":"Department of Energy"},{"id":"167322","name":"supercomputing"}],"core_research_areas":[{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692635":{"#nid":"692635","#data":{"type":"news","title":"Alumnus Credits Taido Class as Crucial Part of Ph.D. Journey","body":[{"value":"\u003Cp\u003ESince he was a child, Varun Agrawal wanted to learn martial arts but never had the opportunity.\u003C\/p\u003E\u003Cp\u003E\u201cIt was something I had wanted since I was a kid,\u201d he said. \u201cGrowing up in India, it wasn\u0027t known for martial arts.\u201d\u003C\/p\u003E\u003Cp\u003EAgrawal knew he needed something to help him balance his physical health with the challenges of graduate school. He checked the list of classes offered by Georgia Tech\u2019s Campus Recreation. One stood out: Georgia Tech Taido.\u003C\/p\u003E\u003Cp\u003ETaido is a niche martial art that applies a modern, scientific approach to traditional Okinawan karate. There is only one school in the U.S. that teaches it \u2014 Taido Karate in Peachtree Corners, Ga., which is currently the world\u2019s largest taido school.\u003C\/p\u003E\u003Cp\u003ETaido means \u201cthe way of the body and the mind.\u201d It was invented in the 1960s by Seiken Shukumine.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOne of Shukumine\u2019s students, Mitsunobu Uchida, brought the new martial art to the U.S. when he immigrated in 1975. Uchida decided that Atlanta would be an ideal place to open a new school.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESince then, generations of students have trained at Taido Karate, including Georgia Tech alumnus Bryan Sparks (EE 2000), and Andy Fossett, who started as a student at Tech in 1996 before transferring to Georgia State.\u003C\/p\u003E\u003Cp\u003ESparks and Fossett learned taido together as kids. Both became black belts before graduating high school.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShortly after becoming students at Tech, they started an official taido club on campus. They taught their first class in 1996, which only had one student. By the next semester, they had almost a dozen.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe class was held in an open area, and a lot of people would walk by and see us training,\u201d Sparks said. \u201cThat was the best advertisement we could ever have. We\u2019d invite them to work out, and it grew from there. We did some demonstrations around campus in the early days.\u201d\u003C\/p\u003E\u003Cp\u003EThe taido club is still going strong and celebrating its 30th anniversary this year.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAgrawal discovered it in 2018 as a first-year Ph.D. student. He earned his doctorate in robotics from Georgia Tech\u2019s School of Interactive Computing in 2025.\u003C\/p\u003E\u003Cp\u003EWhile keeping his Ph.D. studies first, Agrawal trained for five years to earn a black belt. He said the process was the most physically and mentally challenging he\u2019s ever experienced.\u003C\/p\u003E\u003Cp\u003E\u201cThe tenets of taido teach you how to compose yourself and how to have a good mindset, which becomes helpful in dealing with daily life stress,\u201d Agrawal said. \u201cIt helps you focus on what\u2019s important in the moment.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cThere were times when I felt like nothing was going right, and I kept asking \u2018What am I even doing?\u2019 But I knew if I could do some of the harder things in taido, there\u2019s no reason I couldn\u2019t do the same thing in my Ph.D.\u201d\u003C\/p\u003E\u003Cp\u003EAgrawal\u2019s commitment paid off in 2022 when he became one of five students from Tech Taido to pass the black belt test that year.\u003C\/p\u003E\u003Cp\u003E\u201cThe test is grueling,\u201d he said. \u201cIt\u2019s four hours long. It\u2019s the hardest thing I\u2019ve ever done physically, and I\u2019ve run several marathons. They test you on everything you\u2019ve learned from white belt level to brown belt level. I was training five days a week for five months.\u003C\/p\u003E\u003Cp\u003E\u201cIt was one of the best days of my life. It felt like no matter what happened, I could move forward with my life and be proud of that accomplishment.\u201d\u003C\/p\u003E\u003Cp\u003EAgrawal landed a remote job with a robotics startup after graduating. His new position allowed him to stay in Atlanta and continue with Georgia Tech Taido as an instructor.\u003C\/p\u003E\u003Cp\u003EHe said the unique aspect of taido is its emphasis on community and culture, which can be attributed to Uchida\u2019s influence.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cA lot of times, American senseis open dojos after learning martial arts overseas. They bring the techniques and the discipline over, but they don\u2019t bring the culture that comes with it. I love how taido is a part of our lives. It\u2019s not a separate workout; it\u2019s a communal thing.\u201d\u003C\/p\u003E\u003Cp\u003EAgrawal teaches classes with Lacy Hardcastle, who took over as lead instructor when Sparks moved out of the area in 2019. Hardcastle took her first Taido class at Tech in 2007.\u003C\/p\u003E\u003Cp\u003EHardcastle said students trying taido for the first time will get a challenging workout.\u003C\/p\u003E\u003Cp\u003E\u201cI didn\u2019t know how weak my legs were until I took taido,\u201d she said. \u201cIt kicked my butt the first semester. We do whole body conditioning with lots of push-ups, lunges, squats and other exercises. It\u2019s a very athletic martial art and requires whole-body fitness and control.\u201d\u003C\/p\u003E\u003Cp\u003EHardcastle describes the environment as welcoming and supportive, with regular get-togethers outside of class and a biennial trip to Japan with the Taido Karate school.\u003C\/p\u003E\u003Cp\u003E\u201cWe have a great social community where we support each other,\u201d she said. \u201cWe occasionally go out to social events together. Sometimes we\u2019ll get together to watch MMA fights, things like that. But we also work out hard.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Tech Taido classes are held every Monday and Wednesday from 8:30 p.m. to 9:45 p.m. in Studio A of the Georgia Tech Campus Recreation Center. The registration cost for the fall semester is $75. To register, visit \u003Ca href=\u0022https:\/\/crc.gatech.edu\/martial-arts-4\/\u0022\u003Ehttps:\/\/crc.gatech.edu\/martial-arts-4\/\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech Taido allowed Varun Agrawal to pursue a Ph.D. and a black belt as a graduate student at Georgia Tech.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech Taido allowed Varun Agrawal to pursue a Ph.D. and a black belt as a graduate student at Georgia Tech"}],"uid":"36530","created_gmt":"2026-09-17 13:41:18","changed_gmt":"2026-09-18 12:45:02","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-17T00:00:00-04:00","iso_date":"2026-09-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681181":{"id":"681181","type":"image","title":"GT-Taido-Class_86A0245.jpg","body":null,"created":"1789652591","gmt_created":"2026-09-17 13:43:11","changed":"1789652591","gmt_changed":"2026-09-17 13:43:11","alt":"Varun Agrawal","file":{"fid":"265546","name":"GT-Taido-Class_86A0245.jpg","image_path":"\/sites\/default\/files\/2026\/09\/17\/GT-Taido-Class_86A0245.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/17\/GT-Taido-Class_86A0245.jpg","mime":"image\/jpeg","size":122978,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/17\/GT-Taido-Class_86A0245.jpg?itok=eaFFqVwK"}}},"media_ids":["681181"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"130","name":"Alumni"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"129","name":"Institute and Campus"},{"id":"152","name":"Robotics"},{"id":"134","name":"Student and Faculty"}],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692622":{"#nid":"692622","#data":{"type":"news","title":"Nancy Baker: the One Stop Shop for Cybersecurity Student Success","body":[{"value":"\u003Cp\u003EThe start of the semester is \u003Cstrong\u003ENancy Baker\u003C\/strong\u003E\u0027s Super Bowl.\u003C\/p\u003E\u003Cp\u003EFrom planning and executing orientation to answering students\u0027 questions about their schedules, Baker does it all. As the sole academic program manager for the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP), she is the go-to person for 140 MS and PhD students.\u003C\/p\u003E\u003Cp\u003E\u201cThe beginning of the semester can be a bit crazy,\u201d said Baker. \u201cEvery inquiry about registration comes through me.\u201d\u003C\/p\u003E\u003Cp\u003EBeyond registration and scheduling questions, Baker organizes orientation and welcome events each semester for new students. During those events, she connects students with valuable campus resources that can support them throughout their time at Georgia Tech, including mental health services, campus food bank \u003Ca href=\u0022https:\/\/star.studentlife.gatech.edu\/klemis-kitchen\u0022\u003EKlemis Kitchen\u003C\/a\u003E, and other programs.\u003C\/p\u003E\u003Cp\u003EBaker joined SCP in February 2022 and is now in her fourth year with the school. When she arrived, SCP was still new and did not yet have someone dedicated to supporting students. For her first six months, she shared those responsibilities with a colleague from another school. By the summer, she had found her rhythm and was preparing for her first fall semester at SCP.\u003C\/p\u003E\u003Cp\u003E\u201cI could sense the urgency when I started to get in here and help the department in any way I could,\u201d she said. \u201cIt\u2019s nice to know I was able to come in and help the department get to a better place.\u201d\u003C\/p\u003E\u003Cp\u003EHer first orientation was a success, but Baker says her connection with students has grown stronger over time. Today, she takes pride in being one of their first points of contact when they arrive at SCP.\u003C\/p\u003E\u003Cp\u003EAt Fall 2026 orientation, Baker personally greeted each new student and spoke about who she is, how she can help, and what students can expect from academic support during their time at Georgia Tech.\u003C\/p\u003E\u003Cp\u003E\u201cNancy Baker exemplifies the Georgia Tech value of \u2018students are our top priority,\u2019\u201d said School Administrative Officer \u003Cstrong\u003EJan Morian\u003C\/strong\u003E. \u201cShe listens to students, cares deeply about their well-being, and is a vital link to provide students with resources. She proactively invites campus resource leaders to meet with our students, which helps foster student belonging and academic success.\u201d\u003C\/p\u003E\u003Cp\u003EMorian said Baker\u0027s impact extends beyond her work with students.\u003C\/p\u003E\u003Cp\u003E\u201cNancy is also an outstanding colleague and collaborator, not just within our department, but across the College of Computing and the greater Institute,\u201d she said.\u003C\/p\u003E\u003Cp\u003EWhile supporting students is at the center of her work, Baker has also made professional development and community involvement a priority. She is a graduate of the Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/learn.hr.gatech.edu\/aspire\/\u0022\u003EASPIRE\u003C\/a\u003E leadership program and has participated in \u003Ca href=\u0022https:\/\/learn.hr.gatech.edu\/mentortech\/\u0022\u003EMentorTech\u003C\/a\u003E, experiences she says helped her become a stronger communicator.\u003C\/p\u003E\u003Cp\u003EShe also serves as an elected member of the \u003Ca href=\u0022https:\/\/staffcouncil.gatech.edu\/\u0022\u003EGeorgia Tech Staff Council\u003C\/a\u003E. Now in her third year, Baker previously served as chair of the Employee Engagement Committee. One of her proudest accomplishments was helping the council serve third-shift employees for the first time in its history with a Staff Appreciation Day celebration.\u003C\/p\u003E\u003Cp\u003E\u201cSCP has been super awesome about professional development and leadership opportunities,\u201d she said.\u003C\/p\u003E\u003Cp\u003EStill, the most rewarding part of Baker\u0027s job is supporting students throughout their time at Georgia Tech. She gets to see the impact of her work firsthand, from helping students navigate their academic programs to hearing directly from them about the difference she has made.\u003C\/p\u003E\u003Cp\u003E\u201cPeople can say whatever they want about me,\u201d said Baker. \u201cBut hearing directly from the students on how much I helped them through their time here, is the greatest reward.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENancy Baker supports 140 MS and PhD students as the School of Cybersecurity and Privacy\u2019s sole academic program manager. Her work combines student guidance, campus connections, and professional leadership. \u2022 Baker manages registration and scheduling inquiries, organizes orientations, and connects students with resources including mental health services and Klemis Kitchen. \u2022 Since joining SCP in February 2022, she has strengthened student support while serving on Staff Council and advancing professional development initiatives.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Nancy Baker supports 140 MS and PhD students as the School of Cybersecurity and Privacy\u2019s sole academic program manager. "}],"uid":"36253","created_gmt":"2026-09-16 17:21:44","changed_gmt":"2026-09-16 17:30:28","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-16T00:00:00-04:00","iso_date":"2026-09-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681174":{"id":"681174","type":"image","title":"Nancy-2-web-copy.jpg","body":null,"created":"1789579682","gmt_created":"2026-09-16 17:28:02","changed":"1789579682","gmt_changed":"2026-09-16 17:28:02","alt":"A smiling woman with long hair wearing a blue blouse","file":{"fid":"265538","name":"Nancy-2-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/09\/16\/Nancy-2-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/16\/Nancy-2-web-copy.jpg","mime":"image\/jpeg","size":1390547,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/16\/Nancy-2-web-copy.jpg?itok=K_1qhnti"}}},"media_ids":["681174"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"42901","name":"Community"}],"keywords":[{"id":"167018","name":"staff"},{"id":"171330","name":"staff profile"},{"id":"1404","name":"Cybersecurity"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for The School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692379":{"#nid":"692379","#data":{"type":"news","title":"From Coding to Cabernet: An Alumnus\u2019 Journey From Corporate Tech to Startup Life","body":[{"value":"\u003Cp\u003EAged oak bourbon barrels weren\u2019t something \u003Cstrong\u003EChristian\u003C\/strong\u003E \u003Cstrong\u003EDoetsch\u003C\/strong\u003E imagined he\u2019d work with every day when he graduated from Georgia Tech in 2013 with a bachelor\u2019s degree in computer science (CS).\u003C\/p\u003E\u003Cp\u003EBut after more than a decade in the corporate world, Doetsch\u2019s entrepreneurial spirit led him to VinoBarrel, where he serves as vice president of technology. The startup, launched in 2022, combines software, hardware, and data to help restaurants, bars, hotels, and other venues build customer relationships through wine.\u003C\/p\u003E\u003Cp\u003EThe company builds technology-enabled wine dispensers housed in upcycled bourbon barrels. Customers can use a key fob or an integrated tablet to access their profiles, redeem offers, and pour wine. The system enables operators to track customer activity and manage loyalty programs.\u003C\/p\u003E\u003Cp\u003EFor Doetsch, the unusual blend of tech and wine was part of the appeal when he first learned about VinoBarrel from its founder, fellow GT alumnus \u003Cstrong\u003ESeth\u003C\/strong\u003E \u003Cstrong\u003ELytle\u0026nbsp;\u003C\/strong\u003E(IE 2003).\u003C\/p\u003E\u003Cp\u003E\u201cI saw the product at Tech Alpharetta (\u003Ca href=\u0022https:\/\/technorthatlanta.org\/\u0022\u003ETech North Atlanta\u003C\/a\u003E), and I told Seth, \u2018This is awesome. It looks like you\u2019re collecting a lot of valuable data, but you don\u2019t have a platform for people to view it,\u2019\u201d said Doetsch, who grew up in Alpharetta, GA.\u003C\/p\u003E\u003Cp\u003EHe was impressed by Lytle\u2019s vision for the company and decided to invest. In addition to funding, he consulted for the company part-time. Earlier this year, however, Doetsch left Capital One for a full-time role at VinoBarrel.\u003C\/p\u003E\u003Cp\u003E\u201cI realized I could just build this myself,\u201d he said. \u201cCorporate life is not for me. I was ready to leave Capital One and move on to a smaller business startup where I could have a bigger impact.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EA Career Built on Curiosity\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EDoetsch\u2019s path to VinoBarrel began as a Georgia Tech CS major who interned with a software company. The internship led to a job offer after graduation. Doetsch worked for the company for 10 years as a software developer, senior developer, team lead, and ultimately a manager.\u003C\/p\u003E\u003Cp\u003EThe experience gave him more than technical skills. Working closely with the company\u2019s founder exposed Doetsch to the business side of software: how a company is built, how it grows, and what happens when an owner decides to sell.\u003C\/p\u003E\u003Cp\u003E\u201cThat gave me a ton of entrepreneurial insights,\u201d he said.\u003C\/p\u003E\u003Cp\u003EDoetsch left the company to start his own. He co-founded Lemony Learning, a financial literacy education company, in 2022. The platform provides resources to help K-12 teachers teach students about personal finance.\u003C\/p\u003E\u003Cp\u003EHe sold the company in 2024 but retains an equity stake and serves as an advisor.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EPutting Computing to Work in an Unexpected Industry\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EAt VinoBarrel, Doetsch oversees the technology that powers the business. He develops the software platform that customers use to configure barrels, create loyalty clubs and coupons, and analyze sales and customer data. He is also modernizing some of the company\u2019s internal systems.\u003C\/p\u003E\u003Cp\u003EThe barrels are manufactured locally from upcycled bourbon barrels. Inside, they contain refrigeration, kegs, plumbing, electronics, and software.\u003C\/p\u003E\u003Cp\u003E\u201cThere\u2019s so much left to build,\u201d he said.\u003C\/p\u003E\u003Cp\u003EVinoBarrel is focused on expanding its customer base. In addition to new locations opening soon in Midtown Atlanta near the Georgia Tech campus, the company regularly demos at restaurants and venues across metro Atlanta, including events at Truist Park.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe company is really taking off,\u201d said Lytle. \u201cWe have several early adopters, the Georgia Tech Hotel and Conference Center is evaluating our product, and we have a follow-up meeting with a global airport concessions operator.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cOur immediate goals are to gain support from high net-worth investors \u2013 ideally with restaurant or hospitality experience, continue advancing our technology, and grow our client base.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EFinding Opportunity in Computing\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EDespite the demands of working at a startup, Doetsch finds time to stay connected to Georgia Tech and the College of Computing.\u003C\/p\u003E\u003Cp\u003EHe recently mentored a student team in \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/design-build-launch-new-cs-capstone-turns-students-entrepreneurs\u0022\u003Ean entrepreneurship-focused CS design capstone\u003C\/a\u003E, during which the team developed a tool to help manage and forecast AWS cloud costs. He says he enjoys working with students because it\u2019s an opportunity to share lessons he\u2019s learned.\u003C\/p\u003E\u003Cp\u003E\u201cIt just feels like the right thing to do. I was given a lot. I was helped by a lot of people. So, it seems like the ethically right thing to do, to come back and give back.\u003C\/p\u003E\u003Ch4\u003E\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/alumni-hub\u0022\u003ERELATED: GT Computing Alumni Hub\u003C\/a\u003E\u003C\/h4\u003E\u003Cp\u003EHe also sees staying connected with fellow alumni as a practical part of building a career.\u003C\/p\u003E\u003Cp\u003E\u201cMeeting fellow computer science alumni, you might find a good partner, and you might also find a customer or an investor,\u201d he said.\u003C\/p\u003E\u003Cp\u003EFor students interested in entrepreneurship, Doetsch offers a perspective shaped by his experience with startups and established companies.\u003C\/p\u003E\u003Cp\u003E\u201cAs a Georgia Tech student, you have access to immense resources and support from Tech overall and also specifically from the College of Computing,\u201d he said.\u003C\/p\u003E\u003Cp\u003E\u201cHowever, it\u0027s up to you to be proactive in using the resources available to you. Be intentional about what you choose to pursue, because you can have anything, but you can\u0027t have everything.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAfter more than a decade in the corporate world, a chance presentation with a fellow Georgia Tech alumnus led \u003Cstrong\u003EChristian\u003C\/strong\u003E \u003Cstrong\u003EDoetsch\u003C\/strong\u003E (CS 2013) to invest and ultimately work full-time for VinoBarrel, a startup that combines software, hardware, and data to help restaurants, bars, hotels, and other venues build customer relationships through wine.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A presentation from a fellow GT alumnus led Christian Doetsch to take a more entrepreneurial path in his career."}],"uid":"32045","created_gmt":"2026-09-08 14:33:36","changed_gmt":"2026-09-14 14:27:59","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-08T00:00:00-04:00","iso_date":"2026-09-08T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681088":{"id":"681088","type":"image","title":"Alumni Christian Doetsch (left) and Seth Lytle brought their VinoBarrel demo to campus during the Tech Square Tech Hop in August.","body":"\u003Cp\u003EAlumni \u003Cstrong\u003EChristian\u003C\/strong\u003E \u003Cstrong\u003EDoetsch\u003C\/strong\u003E (left) and \u003Cstrong\u003ESeth\u003C\/strong\u003E \u003Cstrong\u003ELytle\u003C\/strong\u003E brought their VinoBarrel demo to campus during the Tech Square Tech Hop in August.\u003C\/p\u003E","created":"1788888488","gmt_created":"2026-09-08 17:28:08","changed":"1788888488","gmt_changed":"2026-09-08 17:28:08","alt":"Alumni Christian Doetsch (left) and Seth Lytle brought their VinoBarrel demo to campus during the Tech Square Tech Hop in August.","file":{"fid":"265442","name":"VinoBarrel-3.jpg","image_path":"\/sites\/default\/files\/2026\/09\/08\/VinoBarrel-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/08\/VinoBarrel-3.jpg","mime":"image\/jpeg","size":274101,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/08\/VinoBarrel-3.jpg?itok=7C_2uANT"}},"681086":{"id":"681086","type":"image","title":"A student enters her selection with VinoBarrel, which serves juice and flavored tea during all-ages product demos.","body":"\u003Cp\u003EA student enters her selection with VinoBarrel, which serves juice and flavored tea during all-ages product demos.\u003C\/p\u003E","created":"1788878817","gmt_created":"2026-09-08 14:46:57","changed":"1788878817","gmt_changed":"2026-09-08 14:46:57","alt":"A student enters her selection with VinoBarrel, which serves juice and flavored tea during all-ages product demos.","file":{"fid":"265438","name":"PXL_20260814_150326145.MP-EDIT-3.jpg","image_path":"\/sites\/default\/files\/2026\/09\/08\/PXL_20260814_150326145.MP-EDIT-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/08\/PXL_20260814_150326145.MP-EDIT-3.jpg","mime":"image\/jpeg","size":58201,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/08\/PXL_20260814_150326145.MP-EDIT-3.jpg?itok=wK3IUZxJ"}}},"media_ids":["681088","681086"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"130","name":"Alumni"}],"keywords":[{"id":"596","name":"Alumni Association"},{"id":"5325","name":"Georgia Tech Alumni Association"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"10199","name":"Daily Digest"}],"core_research_areas":[],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBen Snedeker\u003C\/p\u003E\u003Cp\u003ESr. Communications Mgr.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:albert.snedeker@cc.gatech.edu\u0022\u003Ealbert.snedeker@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692473":{"#nid":"692473","#data":{"type":"news","title":"Professor, Alumni Receive Award for Edge Computing Research ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EA Georgia Tech research team was recently recognized for an influential paper that helped define how applications could run efficiently outside the cloud.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe team received the 10-Year Test of Time Award at the 20th ACM International Conference on Distributed and Event-Based Systems (DEBS 2026) in July.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EProfessor \u003Ca href=\u0022https:\/\/sites.cc.gatech.edu\/fac\/Kishore.Ramachandran\/homepage.html\u0022\u003EUmakishore Ramachandran\u003C\/a\u003E and his former Ph.D. students \u2013 \u003Cstrong\u003EEnrique Saurez\u003C\/strong\u003E, \u003Cstrong\u003EKirak Hong\u003C\/strong\u003E, \u003Cstrong\u003EDave Lillethun\u003C\/strong\u003E, and \u003Cstrong\u003EBeate Ottenw\u00e4lder\u003C\/strong\u003E \u2013 were recognized for their 2016 paper, \u003Cem\u003EIncremental Deployment and Migration of Geo-distributed\u003C\/em\u003E \u003Cem\u003ESituation Awareness Applications in the Fog. \u003C\/em\u003ESaurez, now a researcher at Microsoft, was the lead author of the paper.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMost of a person\u2019s daily internet use, such as sending emails or shopping, runs through the cloud. Cloud computing does have latency issues, but this is typically not perceptible to people. However, in situation-awareness applications, such as virtual reality or autonomous vehicles, this latency becomes a barrier. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cCloud computing is not appropriate for these latency-sensitive applications where events occur at computational perception speeds as opposed to human perception speeds. And this is the reason that edge computing became important,\u201d Ramachandran said. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERather than using the cloud, edge computing brings computation closer to the data source. This method reduces latency and backhaul bandwidth consumption. Beyond latency reduction, edge computing offers other advantages over the cloud. Businesses and organizations that handle confidential data may not want to store their records in the public cloud, and edge computing offers a more secure alternative. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe awarded paper proposed a new programming model, \u003Cem\u003EFoglets,\u003C\/em\u003E that enables domain experts with limited knowledge of edge computing to run their applications on the geographically distributed edge infrastructure. \u0026nbsp;\u003C\/p\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe showed that with edge compute you can actually do some of the things that you need for situation awareness applications,\u201d Ramachandran said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAll of these students that I worked with on this paper have graduated and moved on to industry and academia and are doing great things, so it\u2019s a nice honor to see something we did 10 years back get recognition.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EA Georgia Tech research team was recently recognized for an influential paper that helped define how applications could run efficiently outside the cloud.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe team received the 10-Year Test of Time Award at the 20th ACM International Conference on Distributed and Event-Based Systems (DEBS 2026) in July.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech research team was recently recognized for an influential paper that helped define how applications could run efficiently outside the cloud."}],"uid":"36532","created_gmt":"2026-09-09 20:09:20","changed_gmt":"2026-09-09 20:13:52","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-09T00:00:00-04:00","iso_date":"2026-09-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681111":{"id":"681111","type":"image","title":"Kishore.jpeg","body":null,"created":"1788984791","gmt_created":"2026-09-09 20:13:11","changed":"1788984791","gmt_changed":"2026-09-09 20:13:11","alt":"A man standing in a courtyard in front of buildings","file":{"fid":"265470","name":"Kishore.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/09\/Kishore.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/Kishore.jpeg","mime":"image\/jpeg","size":120176,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/Kishore.jpeg?itok=N9_9SkJI"}}},"media_ids":["681111"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50875","name":"School of Computer Science"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"175470","name":"edge computing"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMorgan Usry, Communications Officer, School of Computer Science\u003C\/p\u003E","format":"limited_html"}],"email":["morgan.usry@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692319":{"#nid":"692319","#data":{"type":"news","title":"New Associate Professor Sees Research Becoming More Human-Centered","body":[{"value":"\u003Cp\u003EJesse Thomason has seen his research evolve over the last decade.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIt began with a focus on helping computer systems incorporate human language into their perception of the world. Could a robot tell humans that a heavy object is straining its arm? Does it know that a container makes a sound when it is picked up or dropped?\u003C\/p\u003E\u003Cp\u003ENow, Thomason\u2019s research has become more human-centered, which is one reason he feels at home as he joins the faculty at Georgia Tech\u2019s School of Interactive Computing as an associate professor.\u003C\/p\u003E\u003Cp\u003EThomason comes to Georgia Tech after spending five years as an assistant professor at the University of Southern California\u2019s Thomas Lord Department of Computer Science.\u003C\/p\u003E\u003Cp\u003EHe will move his Grounding Language in Actions, Multimodal Observation, and Robots (GLAMOR) lab to Tech. The lab explores methods for connecting natural language processing to robotics.\u003C\/p\u003E\u003Cp\u003EWhile pursuing his computer science Ph.D. at the University of Texas, Thomason researched early NLP systems before large-language models such as ChatGPT and Google Gemini were introduced.\u003C\/p\u003E\u003Cp\u003EThomason then expanded into robotics to explore how roboticists can create new ways to communicate with robots using computational representations of language.\u003C\/p\u003E\u003Cp\u003E\u201cThe idea was you could do something that looked like robot programming without as much engineering work if you used one of these coding modules to create a language-code interface,\u201d Thomason said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhen OpenAI and Google released their commercial LLMs in 2022, Thomason felt a seismic shift.\u003C\/p\u003E\u003Cp\u003E\u201cThat area of NLP and robotics became more crowded and accessible with the advent of (LLMs),\u201d Thomason said. \u201cIt created a huge inroad to roboticists being able to plug and play language technologies in a way they couldn\u2019t before. Robotics hardware has also become much cheaper and more standardized.\u201d\u003C\/p\u003E\u003Cp\u003EBut as LLMs became universal tools accessible to everyone, Thomason said he started thinking more about how he could improve optimization for users.\u003C\/p\u003E\u003Cp\u003E\u201cI became most interested in how language interfaces, starting in 2022, were suddenly everywhere,\u201d he said. \u201cEverybody had a chatbot on their phone. I wanted to see what we could do as researchers to make the interaction between an AI system like a language model and a person smoother and more beneficial.\u201d\u003C\/p\u003E\u003Cp\u003EThomason said he felt he needed a new environment where end users were at the center of the technology design process. He was drawn to the School of Interactive Computing for its reputation in human-computer interaction research.\u003C\/p\u003E\u003Cp\u003E\u201cThat was a big factor in my decision to move to the School of Interactive Computing, where you value that kind of human-centered computing,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWith the strong HCI researchers here, I have an opportunity to learn more from my colleagues about how to run high-quality human-subject studies, conduct participatory design, and identify actual users of a potential system and talk to them about what would be helpful.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJesse Thomason comes to Georgia Tech after spending five years as an assistant professor at the University of Southern California\u2019s Thomas Lord Department of Computer Science.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Jesse Thomason comes to Georgia Tech after spending five years as an assistant professor at the University of Southern California\u2019s Thomas Lord Department of Computer Science."}],"uid":"36530","created_gmt":"2026-09-04 13:14:34","changed_gmt":"2026-09-04 13:16:02","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-04T00:00:00-04:00","iso_date":"2026-09-04T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681069":{"id":"681069","type":"image","title":"Jesse-Thomason_86A6990-copy.jpg","body":null,"created":"1788527693","gmt_created":"2026-09-04 13:14:53","changed":"1788527693","gmt_changed":"2026-09-04 13:14:53","alt":"Jesse Thomason","file":{"fid":"265421","name":"Jesse-Thomason_86A6990-copy.jpg","image_path":"\/sites\/default\/files\/2026\/09\/04\/Jesse-Thomason_86A6990-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/04\/Jesse-Thomason_86A6990-copy.jpg","mime":"image\/jpeg","size":122256,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/04\/Jesse-Thomason_86A6990-copy.jpg?itok=7bxT6Bs5"}}},"media_ids":["681069"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"152","name":"Robotics"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"},{"id":"39521","name":"Robotics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692299":{"#nid":"692299","#data":{"type":"news","title":"Georgia Tech Researchers Share AI Cyber Challenge Lessons at USENIX Security 2026","body":[{"value":"\u003Cp\u003EWhat can artificial intelligence (AI) do to protect software from cyberattacks?\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers \u003Ca href=\u0022https:\/\/sites.gatech.edu\/winningaixcc\/\u0022\u003Espent two years\u003C\/a\u003E helping to answer that question through \u003Ca href=\u0022https:\/\/www.darpa.mil\/research\/programs\/ai-cyber\u0022\u003EDARPA\u2019s AI Cyber Challenge\u003C\/a\u003E (AIxCC), a competition designed to test whether AI could identify and fix security vulnerabilities in real-world software.\u003C\/p\u003E\u003Cp\u003ENow, they are sharing what they learned with the cybersecurity community.\u003C\/p\u003E\u003Cp\u003ETheir paper, \u003Ca href=\u0022https:\/\/www.usenix.org\/system\/files\/usenixsecurity26-zhang-cen.pdf\u0022\u003E\u003Cem\u003ESoK: DARPA\u2019s AI Cyber Challenge (AIxCC): Competition Design, Architectures, and Lessons Learned\u003C\/em\u003E\u003C\/a\u003E, was presented at \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003EUSENIX Security 2026,\u003C\/a\u003E one of the world\u0027s leading cybersecurity conferences. The paper was selected as a runner-up for the conference\u2019s distinguished paper award, placing it among 36 recognized papers from 362 accepted papers out of 3,028 submissions.\u003C\/p\u003E\u003Cp\u003EThe paper examines how the seven finalist teams approached the competition and what the results reveal about the future of AI-powered cybersecurity.\u003C\/p\u003E\u003Ch2\u003EPutting AI to the Test\u003C\/h2\u003E\u003Cp\u003EAIxCC challenged teams to build Cyber Reasoning Systems (CRSs) that could operate with minimal human assistance to identify software vulnerabilities, develop fixes, and determine whether security alerts were real threats.\u003C\/p\u003E\u003Cp\u003EThe teams had 143 hours to analyze 53 software projects during the final competition.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s \u003Ca href=\u0022https:\/\/team-atlanta.github.io\/\u0022\u003ETeam Atlanta\u003C\/a\u003E, which won the competition, used an approach that combined multiple AI agents with traditional security tools. Other teams used different approaches, including applying AI for specific tasks or building highly autonomous AI agents.\u003C\/p\u003E\u003Cp\u003EThe variety of systems provided researchers with a rare opportunity to compare different approaches to AI-powered cybersecurity.\u003C\/p\u003E\u003Ch2\u003ELesson from the Competition\u003C\/h2\u003E\u003Cp\u003EOne of the biggest lessons was that reliability matters as much as intelligence.\u003C\/p\u003E\u003Cp\u003ESome systems were highly capable but struggled to remain operational while analyzing large, complicated software projects. The strongest systems were often those that could work reliably throughout the competition.\u003C\/p\u003E\u003Cp\u003EThe researchers also found that AI and traditional security tools have different strengths. Traditional tools were still effective at finding common bugs, while AI performed better at reasoning through more complex problems.\u003C\/p\u003E\u003Cp\u003EHowever, AI-generated fixes remain a major challenge.\u003C\/p\u003E\u003Cp\u003EResearchers found that 38% to 46% of AI-generated patches were semantically incorrect. This means a patch might stop a security problem but also break a feature or create another problem.\u003C\/p\u003E\u003Cp\u003EThe results show that AI can play an important role in cybersecurity, but human experts are still needed to verify the safety of AI-generated fixes.\u003C\/p\u003E\u003Ch2\u003ESharing the Lessons\u003C\/h2\u003E\u003Cp\u003E\u003Cstrong\u003ECen\u003C\/strong\u003E \u003Cstrong\u003EZhang\u003C\/strong\u003E, the paper\u2019s first author, said the research offers a unique look at the competition by combining lessons from the finalist teams, organizers, and DARPA\u2019s data.\u003C\/p\u003E\u003Cp\u003E\u201cThis paper provides a unique angle on how AIxCC was designed, the techniques teams used, and what the scores reveal and conceal,\u201d Zhang said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EJiho\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E presented the paper at USENIX Security 2026. He said the presentation was an opportunity to share lessons from two years of work with the broader cybersecurity community.\u003C\/p\u003E\u003Cp\u003E\u201cSeeing the strong interest and thoughtful questions from the audience made the experience particularly rewarding,\u201d Kim said.\u003C\/p\u003E\u003Cp\u003EThe researchers say they hope the lessons from AIxCC will help guide the next generation of cybersecurity tools.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhat can artificial intelligence (AI) do to protect software from cyberattacks?\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers spent two years helping to answer that question through DARPA\u2019s AI Cyber Challenge (AIxCC), a competition designed to test whether AI could identify and fix security vulnerabilities in real-world software.\u003C\/p\u003E\u003Cp\u003ENow, they are sharing what they learned with the cybersecurity community.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers spent two years helping to answer the question: What can artificial intelligence (AI) do to protect software from cyberattacks?"}],"uid":"36253","created_gmt":"2026-09-03 19:03:58","changed_gmt":"2026-09-03 19:20:31","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-03T00:00:00-04:00","iso_date":"2026-09-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681067":{"id":"681067","type":"image","title":"USENIX-AIxCC-Paper-web-copy.jpg","body":null,"created":"1788463126","gmt_created":"2026-09-03 19:18:46","changed":"1788463126","gmt_changed":"2026-09-03 19:18:46","alt":"A dark room with a man presenting from a slideshow","file":{"fid":"265418","name":"USENIX-AIxCC-Paper-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/USENIX-AIxCC-Paper-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/USENIX-AIxCC-Paper-web-copy.jpg","mime":"image\/jpeg","size":1074015,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/USENIX-AIxCC-Paper-web-copy.jpg?itok=473Fyfwp"}}},"media_ids":["681067"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"193158","name":"Student Competition Winners (academic, innovation, and research)"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692258":{"#nid":"692258","#data":{"type":"news","title":"Isbell, Stamps Fellowships Advance Minority-led Research in School of IC","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESherilyn Francis\u003C\/strong\u003E enters her final semester of her Ph.D. at Georgia Tech with extra motivation after being named the first recipient of the \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/2023-isbells-visionary-impact-pushed-beyond-boundaries\u0022\u003ECharles Isbell Jr. Graduate Fellowship\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe new fellowship award was announced in 2023 and named after Isbell, who served as dean for the Georgia Tech College of Computing from 2019 to 2023.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIsbell joined Georgia Tech as a faculty member in 2002. He was instrumental in developing the College\u2019s innovative Threads curriculum and the \u003Ca href=\u0022https:\/\/omscs.gatech.edu\/\u0022\u003EOnline Master of Science in Computer Science\u003C\/a\u003E (OMSCS) program.\u003C\/p\u003E\u003Cp\u003EThe new fellowship is given to graduate students from underrepresented groups.\u003C\/p\u003E\u003Cp\u003EFrancis is a fifth-year Ph.D. student in human-centered computing (HCC) working toward the improvement of black women\u2019s maternal health. She is advised by Associate Professor \u003Ca href=\u0022https:\/\/wtl.cc.gatech.edu\/people\/\u0022\u003E\u003Cstrong\u003EAndrea Parker\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019m humbled and grateful that my body of work was compelling enough to be awarded,\u201d Francis said. \u201cReceiving this fellowship in Dr. Isbell\u2019s name is encouraging, and I want to do my best work in my last semester to honor his legacy.\u003C\/p\u003E\u003Cp\u003E\u201cThis fellowship secures funding to complete my Ph.D. and continue equity-centered work and champion voices of marginalized or under-resourced populations. This fellowship is directly making this work possible.\u201d\u003C\/p\u003E\u003Cp\u003EFrancis\u2019s work drew attention early in her Ph.D. when she started assisting Parker in the \u003Ca href=\u0022https:\/\/centerformaternalhealth-equity.org\/programs\/3103-2\/\u0022\u003EPreventing Maternal Mortality Using Mobile Technology\u003C\/a\u003E (PM3) study led by the Morehouse School of Medicine\u2019s Center for Maternal Health Equity.\u003C\/p\u003E\u003Cp\u003EThe project aimed toward designing an app that reduces maternal mortality among Black postpartum women by getting them care on their phones. The app featured real-time health monitoring, educational resources, social support groups, and personalized care.\u003C\/p\u003E\u003Cp\u003EGoogle recognized Francis\u2019s work through its Fitbit Health Equity Research initiative in 2021.\u003C\/p\u003E\u003Cp\u003EFrancis entered the HCC Ph.D. program with a background in public health. She holds a bachelor\u2019s degree in public health education and promotion from Georgia Southern University and master\u2019s degrees in public health and biotechnology from Morehouse.\u003C\/p\u003E\u003Cp\u003E\u201cI felt overwhelmed at first because I thought I had made the wrong choice pursuing a computing Ph.D. coming from a public health background,\u201d she said. \u201cAfter steeping myself in the literature and applying myself, I found that I can be a leader and innovator in this space.\u201d\u003C\/p\u003E\u003Cp\u003EFrancis said the fellowship will allow her to continue her research in clinical artificial intelligence (AI) for black women\u2019s health.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EStudent Enters Ph.D. Program as Stamps Fellow\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EAs Francis gets set for her final semester, \u003Ca href=\u0022https:\/\/rachelbakerramos.com\/\u0022\u003ERachel Baker-Ramos\u003C\/a\u003E is beginning the first semester of her Ph.D. as a recipient of the Stamps Fellowship.\u003C\/p\u003E\u003Cp\u003EBaker-Ramos is part of the second cohort of the Stamps Fellows, which was implemented by Georgia Tech in 2025. The Stamps Fellowship is the highest merit-based doctoral fellowship offered by Georgia Tech and given to exceptional scholars positioned to advance technology that improves the human condition.\u003C\/p\u003E\u003Cp\u003EShe is the second student from the School of Interactive Computing to be named a Stamps Fellow. \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/prestigious-fellows-bring-industry-experience-school-ic\u0022\u003EAdya Danaditya\u003C\/a\u003E was a member of the first cohort last year.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBaker-Ramos completed her master\u2019s in human-computer interaction in 2024 under Georgia Tech\u2019s MSHCI program.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShe spent two years as a research scientist in the \u003Ca href=\u0022https:\/\/kamoamoa.com\/\u0022\u003EKa Moamoa Lab\u003C\/a\u003E, led by SIC associate professor \u003Ca href=\u0022https:\/\/josiahhester.com\/\u0022\u003EJosiah Hester\u003C\/a\u003E. In 2025, she received the College of Computing\u2019s Outstanding Research Scientist Award.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShe will continue her Ph.D. research with Hester as her advisor.\u003C\/p\u003E\u003Cp\u003EBaker-Ramos has assisted Hester, a native Hawaiian, on several Hawaii-based projects centered on sustainability and indigenous STEM education.\u003C\/p\u003E\u003Cp\u003EAs a master\u2019s student, Baker-Ramos led the design of \u003Ca href=\u0022https:\/\/kumuconnect.com\/\u0022\u003EKumu Connect\u003C\/a\u003E, a STEM lesson plan generator that creates culturally relevant lessons co-designed with Hawaiian immersion language teachers.\u003C\/p\u003E\u003Cp\u003EHester and his lab received a Google Academic Research Award for their work on Kumu Connect and recognition from the 2025 MIT Solve Indigenous Communities Fellowship. Baker-Ramos was also first author on a paper about the project that earned best paper honorable mention recognition at the ACM Interaction Design and Children Conference.\u003C\/p\u003E\u003Cp\u003E\u201cWhen I first came to Tech, I was seeking out something with the Hispanic community because we are underrepresented in STEM, but it became this partnership with my advisor,\u201d Baker-Ramos said. \u201cIt\u2019s been interesting as a researcher from an underrepresented community working with another community that has some experiences that are parallel and some that are different.\u201d\u003C\/p\u003E\u003Cp\u003EAs she thinks about what her Ph.D. research will look like, she is interested in how AI is impacting indigenous cultures. She plans to start research in that area in Hawaii and then expand to other communities.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re talking with Hawaiian educators about what AI should look like if it were grounded in principles of caring for the land,\u201d she said. \u201cI want to look at what\u2019s appropriate with these tools, and what should be their limitations with data sovereignty, community agency, sustainable impacts, and how they\u2019re localized to each community.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cRight now, my work is mostly in Hawaiian spaces, but there\u2019s a lot of nuance between different communities. We need to understand what each community wants or doesn\u2019t want out of these systems.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESheriyln Francis is the first recipient of the Charles Isbell Jr. Graduate Fellowship, and Rachel Baker-Ramos is a member of the second cohort of Stamps Fellows.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Sheriyln Francis is the first recipient of the Charles Isbell Jr. Graduate Fellowship, and Rachel Baker-Ramos is a member of the second cohort of Stamps Fellows."}],"uid":"36530","created_gmt":"2026-09-03 16:28:19","changed_gmt":"2026-09-03 16:31:06","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-03T00:00:00-04:00","iso_date":"2026-09-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681063":{"id":"681063","type":"image","title":"_86A6620-copy.jpg","body":null,"created":"1788452913","gmt_created":"2026-09-03 16:28:33","changed":"1788452913","gmt_changed":"2026-09-03 16:28:33","alt":"Sherilyn Francis and Rachel Baker-Ramos","file":{"fid":"265414","name":"_86A6620-copy.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/_86A6620-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/_86A6620-copy.jpg","mime":"image\/jpeg","size":146907,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/_86A6620-copy.jpg?itok=fR9v2HJI"}}},"media_ids":["681063"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"193157","name":"Student Honors and Achievements"}],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692256":{"#nid":"692256","#data":{"type":"news","title":"New AI Models Could Create More Accurate Visualizations of Classical Architecture","body":[{"value":"\u003Cp\u003EThe release of the 2026 film adaptation of \u003Cem\u003EThe Odyssey\u003C\/em\u003E sparked intense debate among historians and classical scholars about its accuracy in depicting ancient Greece.\u003C\/p\u003E\u003Cp\u003EHowever, new artificial intelligence (AI) models developed at Georgia Tech may soon weigh in on the debate, providing a richer, more accurate understanding of what classical structures looked like than ever before.\u003C\/p\u003E\u003Cp\u003EThe new AI and machine learning models developed by GT researchers will provide archaeologists and classical architecture experts with better analytical tools for studying temples, theaters, homes, and other structures from ancient Greece.\u003C\/p\u003E\u003Cp\u003EThese models could enable researchers to draw conclusions and make new discoveries in a fraction of the time required to identify and analyze archaeological data using traditional statistical methods.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/kartikgo.github.io\/\u0022\u003E\u003Cstrong\u003EKartik\u003C\/strong\u003E \u003Cstrong\u003EGoyal\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;and \u003Ca href=\u0022https:\/\/arch.gatech.edu\/people\/myrsini-mamoli\u0022\u003E\u003Cstrong\u003EMyrsini\u0026nbsp;Mamoli\u003C\/strong\u003E\u003C\/a\u003E received a $225,000 grant from the National Endowment of the Humanities earlier this year to support interdisciplinary collaboration, including the development of the models.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGoyal is an assistant professor in Tech\u2019s School of Interactive Computing. He researches how natural language processing can benefit humanities scholars, including analyzing historical texts to make new discoveries.\u003C\/p\u003E\u003Cp\u003EMamoli, a native of Greece, is an architectural historian and joint lecturer in the \u003Ca href=\u0022https:\/\/arch.gatech.edu\/\u0022\u003ESchool of Architecture\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/hsoc.gatech.edu\/\u0022\u003ESchool of History and Sociology\u003C\/a\u003E\u0026nbsp;. She conducted early research on how computational methods can help reconstruct historical architectural remains while earning her Ph.D. in architecture from Tech.\u003C\/p\u003E\u003Cp\u003EMamoli is one of hundreds of researchers who spend their summers each year studying archaeological sites and monuments in Greece or Italy. She is among a select few working at the Ancient Agora in Athens.\u003C\/p\u003E\u003Cp\u003E\u201cThe Agora is where the political buildings of Athens emerged, and democracy was born, so it\u2019s one of the most important sites in the classical world,\u201d said Mamoli.\u003C\/p\u003E\u003Cp\u003E\u201cHaving been excavated by the American School of Classical Studies in Athens for almost 100 years, it\u2019s the most well-funded, systematically explored, and most digitally well-documented site.\u201d\u003C\/p\u003E\u003Cp\u003EMore than 180,000 artifacts have been uncovered at the Ancient Agora.\u003C\/p\u003E\u003Cp\u003EThe physical structures that have survived for thousands of years, along with recorded data and references in ancient texts, are the primary sources scholars rely on to determine what buildings might have looked like in antiquity.\u003C\/p\u003E\u003Cp\u003EMamoli said identifying and studying all comparable structures and formulating hypotheses about them takes years. Every discovery made at the Agora since 1933 has a digitized record, leaving a massive amount of data to sort through.\u003C\/p\u003E\u003Cp\u003EAI can comb through it in a matter of moments and help researchers fill the gaps.\u003C\/p\u003E\u003Cp\u003E\u201cAnything I want to look at, I can access it online, but the process of going through and connecting the dots and identifying certain design principles like proportions and material is tedious. Imagine if we could feed this data into an AI model that would automatically discover the connections.\u201d\u003C\/p\u003E\u003Cp\u003EMamoli said architecture has its own \u201clanguage\u201d that can be analyzed as a shape grammar. This visual, rule-based mathematical concept is used to generate designs in that language. Each architectural style has its own shape grammar.\u003C\/p\u003E\u003Cp\u003EMamoli\u2019s work as a Ph.D. student involved manually computing this information to generate 2D visualizations. Now, she hopes Goyal\u2019s models will enable the instant conversion of data into more subjective and accurate visualizations.\u003C\/p\u003E\u003Cp\u003E\u201cYou encode these design principles and then apply them recursively, and you come up with various possible reconstructions,\u201d she said. \u201cMaking these rules is time-consuming, so we hope with AI, a whole fresh approach can happen where AI can discover the rules by looking at the data at scale.\u201d\u003C\/p\u003E\u003Cp\u003EGoyal has already used similar methods to analyze early modern English printed books and identify their printing origins. When Mamoli approached him about collaborating with her, he believed the same process could be applied to reconstructing classical buildings.\u003C\/p\u003E\u003Cp\u003E\u201cAncient texts and historical architecture records can help us fill in the blanks,\u201d Goyal said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese systems can automatically infer patterns from the fragmentary plans described in various texts. To automatically generate a proposed reconstruction, we are deploying machine learning techniques. They make the model not just think about producing tokens or pixels, but also about the aesthetic and geometric features.\u201d\u003C\/p\u003E\u003Cp\u003EGoyal said he\u2019s aware some humanities scholars have expressed concern that AI could compromise scholarly integrity. Large-language models, for example, can struggle to account for cultural nuances and often inject biased hallucinations into their output.\u003C\/p\u003E\u003Cp\u003E\u201cThis is reflected in many problems in the humanities that I\u2019m working on \u2014 the need for AI systems to be more transparent and more easily modifiable,\u201d he said. \u201cIf we run these models blindly, we risk incorporating undetected bias.\u201d\u003C\/p\u003E\u003Cp\u003EMamoli said it\u2019s important to limit the scope of AI and think of it as a tool.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI strongly believe that AI should not replace the human brain,\u201d she said. \u201cI don\u2019t see it replacing the scholarly work that is being done. I see it as assisting it.\u003C\/p\u003E\u003Cp\u003EFor archaeologists, it may be necessary.\u003C\/p\u003E\u003Cp\u003EWith so many sites being excavated, it could be the best way to keep track of hundreds of thousands of artifacts and use them to gain a clearer historical understanding.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cRight now, I am working in the Section Iota in the Agora of Athens,\u201d said Mamoli.\u003C\/p\u003E\u003Cp\u003E\u201cThis is a disturbed site with artifacts from all over the Agora because people have moved them for secondary uses. What if an AI model could instantly create a map to trace that movement and show exactly where these fragments came from?\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENew AI and machine learning models developed by GT researchers will provide archaeologists and classical architecture experts with better analytical tools for studying temples, theaters, homes, and other structures from ancient Greece.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New AI and machine learning models developed by GT researchers will provide archaeologists and classical architecture experts with better analytical tools for studying temples, theaters, homes, and other structures from ancient Greece."}],"uid":"36530","created_gmt":"2026-09-03 14:36:12","changed_gmt":"2026-09-03 14:38:59","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-03T00:00:00-04:00","iso_date":"2026-09-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681062":{"id":"681062","type":"image","title":"Kartik-Goyal_86A2072.jpg","body":null,"created":"1788446193","gmt_created":"2026-09-03 14:36:33","changed":"1788446193","gmt_changed":"2026-09-03 14:36:33","alt":"Kartik Goyal","file":{"fid":"265413","name":"Kartik-Goyal_86A2072.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/Kartik-Goyal_86A2072.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/Kartik-Goyal_86A2072.jpg","mime":"image\/jpeg","size":200838,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/Kartik-Goyal_86A2072.jpg?itok=DidzQWZo"}}},"media_ids":["681062"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"137","name":"Architecture"},{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692252":{"#nid":"692252","#data":{"type":"news","title":"Alumna to Discuss Designing Tech for Marginalized Communities in Upcoming Lecture ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECollege of Computing alumna \u003Cstrong\u003ENova Ahmed\u003C\/strong\u003E (CS Ph.D. 2010) will return to campus on Sept. 14 to discuss her two decades\u0026nbsp;of experience applying technology to address social and humanitarian challenges.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed will present \u003Cem\u003EConnecting Systems with Humans\u003C\/em\u003E as part of the\u0026nbsp;\u003Ca href=\u0022https:\/\/omscs.gatech.edu\/omscs-speaker-series\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EOMSCS Speaker Series\u003C\/a\u003E. The lecture will explore the evolution of Ahmed\u0027s research, from sensing systems designed for eldercare homes to low-resource technologies that address challenges faced by women and marginalized communities.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI was inspired by many other projects that handled social and humanitarian problems, especially one where Jill Diamond \u003Ca href=\u0022https:\/\/www.ajc.com\/lifestyles\/georgia-tech-student-helps-create-street-harassment-app\/kMNuBbctHPCiFSTktVBL9J\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eworked on domestic violence\u003C\/a\u003E under the supervision of \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/amy-bruckman\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAmy Bruckman\u003C\/a\u003E at Georgia Tech,\u201d Ahmed said. \u201cI thought, \u2018this is what work should look like, where lives are changed, and impacts are made.\u2019\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed\u2019s research journey began with designing sensing systems for eldercare homes as a creative solution to an existing commercial problem. After completing her doctorate, she returned to Bangladesh, where she found that conventional technology design approaches often did not fit communities whose challenges were deeply connected to social and cultural contexts.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHer work subsequently shifted toward low-resource technologies designed for women and marginalized communities.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn her upcoming OMSCS Speaker Series lecture, Ahmed will discuss projects focused on social justice and on preventing violence and sexual harassment, as well as sensing technologies designed to improve people\u2019s lives. She will also share research and projects inspired by students and discuss her ongoing work examining women in computing and STEM, including the stressors faced by undergraduate students in STEM fields.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EOne of Ahmed\u2019s early projects was \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/alumna-creates-app-help-victims-sexual-harassment-bangladesh\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EProtibadi\u003C\/a\u003E, a technology-based effort to address sexual harassment in Bangladesh.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHer work designing technology for marginalized communities has reinforced the importance of developing solutions that account for the specific needs and circumstances of the people they serve.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cDesigning something is easy, but designing for someone who needs something very different from others, being a marginalized one, takes a lot of courage and often can get overlooked,\u201d Ahmed said. \u201cBut once it can be done, it is extremely rewarding.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed is a computer scientist and professor at North South University in Bangladesh. Her primary research interests include feminist human-computer interaction (HCI), low-cost sensor systems, and information and communication technologies (ICT) for development.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed hopes those who attend her lecture this month\u0026nbsp;will take away the importance of continuing to pursue meaningful change.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe fact that things do not change much, but still we can keep trying to make the world a better place,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed said she is looking forward to returning to Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI am so humbled, honored, and can\u0027t wait to meet many of my old friends,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe lecture will take place Sept. 14 from noon to 1:30 p.m. in the Klaus Building, Rooms 1116 East and West. The event is free and open to the public.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECollege of Computing alumna Nova Ahmed (CS Ph.D. 2010) will return to campus on Sept. 14 to discuss her two decades\u0026nbsp;of experience applying technology to address social and humanitarian challenges.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"College of Computing alumna Nova Ahmed (CS Ph.D. 2010) will return to campus on Sept. 14 to discuss her two decades\u00a0of experience applying technology to address social and humanitarian challenges. "}],"uid":"36613","created_gmt":"2026-09-03 13:54:51","changed_gmt":"2026-09-03 14:14:16","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-03T00:00:00-04:00","iso_date":"2026-09-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681059":{"id":"681059","type":"image","title":"nova2.jpg","body":null,"created":"1788443843","gmt_created":"2026-09-03 13:57:23","changed":"1788443843","gmt_changed":"2026-09-03 13:57:23","alt":"Nova Ahmed","file":{"fid":"265410","name":"nova2.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/nova2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/nova2.jpg","mime":"image\/jpeg","size":129797,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/nova2.jpg?itok=VpMSrJqJ"}}},"media_ids":["681059"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"},{"id":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"506","name":"alumni"},{"id":"121521","name":"OMSCS"},{"id":"8472","name":"amy bruckman"},{"id":"166941","name":"School of Computer Science"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692240":{"#nid":"692240","#data":{"type":"news","title":"What Is Open\u2011Source AI? A Software Engineering Researcher\u00a0Explains","body":[{"value":"\u003Cdiv class=\u0022theconversation-article-body\u0022\u003E\u003Cp\u003EYou\u2019ve probably heard artificial intelligence models described as \u201copen\u201d or \u201cclosed.\u201d These are not descriptions of the model\u2019s personality. Large language model AIs like the one under the hood of ChatGPT don\u2019t have actual personalities, despite appearances.\u003C\/p\u003E\u003Cp\u003EThe labels refer to whether all of the information about how an AI model works is publicly available and the model can be modified, or whether the model\u2019s developer keeps its inner workings secret and the model itself private property.\u003C\/p\u003E\u003Ch2\u003EOpen-Source Software\u003C\/h2\u003E\u003Cp\u003EThe concept of open-source software originated in the \u003Ca href=\u0022https:\/\/os-sci.com\/blog\/our-blog-posts-1\/the-history-of-open-source-132\u0022\u003Efree software movement\u003C\/a\u003E of the 1980s and \u201990s. The movement\u2019s founders believed that software creators and users had the right to \u201c\u003Ca href=\u0022https:\/\/os-sci.com\/blog\/our-blog-posts-1\/four-freedoms-of-open-source-42\u0022\u003Efour freedoms\u003C\/a\u003E\u201d \u2013 to run the program, to study and modify it, to distribute copies of the original, and to distribute copies of subsequently modified versions. The fundamental requirement was that the source code \u2013 \u003Ca href=\u0022https:\/\/www.techtarget.com\/searchapparchitecture\/definition\/source-code\u0022\u003Ethe basic instructions\u003C\/a\u003E \u2013 for a program should be made available.\u003C\/p\u003E\u003Cp\u003EIn the late 1990s, software developers associated with projects such as the \u003Ca href=\u0022https:\/\/www.zdnet.com\/home-and-office\/networking\/how-netscape-lives-on-30-years-of-shaping-the-web-open-source-and-business\/\u0022\u003ENetscape web browser\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.linux.com\/what-is-linux\/\u0022\u003ELinux operating system\u003C\/a\u003E coined and promoted the term \u201copen source\u201d to refer to these ideals.\u003C\/p\u003E\u003Cp\u003EAs part of the evolving movement, certain organizations developed open-source licenses that specified how a particular piece of source code could be used and distributed, including the \u003Ca href=\u0022https:\/\/www.gnu.org\/licenses\/gpl-3.0.en.html\u0022\u003EGnu General Public License\u003C\/a\u003E, Apache License, MIT License and the Berkeley Software Distribution. Each type of license also specified any potential restrictions on how software patents applied to the source code.\u003C\/p\u003E\u003Ch2\u003EOpen Source or Open Weight?\u003C\/h2\u003E\u003Cp\u003EThe open-source idea has risen to prominence again in the past several years as artificial intelligence large language models have surged, notably OpenAI\u2019s ChatGPT, released in 2022. Developers first train new models on large datasets, then deploy the models for use by other people.\u003C\/p\u003E\u003Cfigure\u003E\u003Cp\u003E\u003Ciframe width=\u0022440\u0022 height=\u0022260\u0022 src=\u0022https:\/\/www.youtube.com\/embed\/Gmz24X86-5E?wmode=transparent\u0026amp;start=0\u0022 frameborder=\u00220\u0022 allowfullscreen=\u0022\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EOpen-source artificial intelligence is explained in two minutes.\u003C\/span\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EMeta was one of the first large companies to release an open-source large language model, called \u003Ca href=\u0022https:\/\/techcrunch.com\/2025\/10\/06\/meta-llama-everything-you-need-to-know-about-the-open-generative-ai-model\/\u0022\u003ELLaMa\u003C\/a\u003E. The company released LLaMa on Feb. 24, 2023, and made available the \u201cinference\u201d source code \u2013 the instructions that run the model. And it released the so-called weights, the encoded knowledge the model learned during training. However, open-source organizations such as the \u003Ca href=\u0022https:\/\/opensource.org\/\u0022\u003EOpen Source Initiative\u003C\/a\u003E have stated that the LLaMa licensing guidelines prohibit commercial reuse, which the initiative maintains is not truly open source.\u003C\/p\u003E\u003Cp\u003EOther companies have released \u201c\u003Ca href=\u0022https:\/\/opensource.org\/ai\/open-weights\u0022\u003Eopen weight\u201d models\u003C\/a\u003E, such as DeepSeek from DeepSeek AI and Qwen from Alibaba. The models have less restrictive terms for reuse, and the AI community has adopted them rapidly. Still, many developers believe that a true open-source AI model must not only include the source code and weights but also the data that is used to train the model.\u003C\/p\u003E\u003Ch2\u003EA Lot to Open Up\u003C\/h2\u003E\u003Cp\u003EThe Open Source Initiative\u2019s definition of a \u003Ca href=\u0022https:\/\/opensource.org\/ai\/open-source-ai-definition\u0022\u003Efully open-source AI model\u003C\/a\u003E includes the training data as a key element. Some developers wonder, however, how feasible it is to distribute the enormous datasets required.\u003C!-- Below is The Conversation\u0027s page counter tag. Please DO NOT REMOVE. --\u003E\u003Cimg style=\u0022border-color:!important;border-style:none;box-shadow:none !important;margin:0 !important;max-height:1px !important;max-width:1px !important;min-height:1px !important;min-width:1px !important;opacity:0 !important;outline:none !important;padding:0 !important;\u0022 src=\u0022https:\/\/counter.theconversation.com\/content\/236668\/count.gif?distributor=republish-lightbox-basic\u0022 alt=\u0022The Conversation\u0022 width=\u00221\u0022 height=\u00221\u0022 referrerpolicy=\u0022no-referrer-when-downgrade\u0022\u003E\u003C!-- End of code. If you don\u0027t see any code above, please get new code from the Advanced tab after you click the republish button. The page counter does not collect any personal data. More info: https:\/\/theconversation.com\/republishing-guidelines --\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis article is republished from \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\u0022\u003E\u003Cem\u003EThe Conversation\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E under a Creative Commons license. Read the \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/what-is-open-source-ai-a-software-engineering-researcher-explains-236668\u0022\u003E\u003Cem\u003Eoriginal article\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"full_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe labels refer to whether all of the information about how an AI model works is publicly available and the model can be modified, or whether the model\u2019s developer keeps its inner workings secret and the model itself private property.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The labels refer to whether all of the information about how an AI model works is publicly available and the model can be modified, or whether the model\u2019s developer keeps its inner workings secret and the model itself private property."}],"uid":"27469","created_gmt":"2026-09-03 13:08:09","changed_gmt":"2026-09-03 13:13:32","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-23T00:00:00-04:00","iso_date":"2026-07-23T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681056":{"id":"681056","type":"image","title":"Open-source AI models allow anyone to read their inner workings like a book. Utamaru Kido\/Moment via Getty Images","body":"\u003Cp\u003EOpen-source AI models allow anyone to read their inner workings like a book. \u003Ca href=\u0022https:\/\/www.gettyimages.com\/detail\/photo\/books-royalty-free-image\/957583536\u0022\u003EUtamaru Kido\/Moment via Getty Images\u003C\/a\u003E\u003C\/p\u003E","created":"1788441082","gmt_created":"2026-09-03 13:11:22","changed":"1788441082","gmt_changed":"2026-09-03 13:11:22","alt":"Open-source AI models allow anyone to read their inner workings like a book. Utamaru Kido\/Moment via Getty Images","file":{"fid":"265407","name":"file-20260721-69-wu09rg.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/file-20260721-69-wu09rg.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/file-20260721-69-wu09rg.jpg","mime":"image\/jpeg","size":143489,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/file-20260721-69-wu09rg.jpg?itok=oExsCwuf"}}},"media_ids":["681056"],"related_links":[{"url":"https:\/\/theconversation.com\/what-is-open-source-ai-a-software-engineering-researcher-explains-236668`","title":"Read This Article on The Conversation"}],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1214","name":"News Room"}],"categories":[],"keywords":[{"id":"194974","name":"go-theconversation"}],"core_research_areas":[],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Ch5\u003EAuthor:\u003C\/h5\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/jeffrey-young-1631845\u0022\u003EJeffrey Young\u003C\/a\u003E, Principal Research Scientist, Partnership for an Advanced Computing Environment, \u003Ca href=\u0022https:\/\/theconversation.com\/institutions\/georgia-institute-of-technology-1310\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E\u003C\/p\u003E\u003Ch5\u003EMedia Contact:\u003C\/h5\u003E\u003Cp\u003EShelley Wunder-Smith\u003Cbr\u003E\u003Ca href=\u0022mailto:shelley.wunder-smith@research.gatech.edu\u0022\u003Eshelley.wunder-smith@research.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692233":{"#nid":"692233","#data":{"type":"news","title":"Computing Alumnus Finds New Purpose Beyond the Boardroom ","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ERuss\u003C\/strong\u003E \u003Cstrong\u003EHolt\u003C\/strong\u003E (B.S. ICS 1983) has had two careers. In the first, he climbed the ranks at NCR and Dell, eventually leading a multi-billion-dollar enterprise systems division. In the second, he devoted himself to working for his church and a nonprofit ministry serving a local congregation and the city.\u003C\/p\u003E\u003Cp\u003ENow, in what he calls his \u201cfourth quarter,\u201d he and his wife plan to spend time with family, travel the world \u2014 and, of course, keep working, if only part-time, as the operations director for the nonprofit ministry connected to his church.\u003C\/p\u003E\u003Cp\u003E\u201cI don\u2019t think retirement is a biblical term,\u201d he said. \u201cA friend of mine referred to it as being repurposed. I suspect that as long as I have breath, I\u2019ll work within this calling to have an impact for good.\u201d\u003C\/p\u003E\u003Cp\u003EHolt says his computing education at Georgia Tech prepared him for every phase of his life.\u003C\/p\u003E\u003Cp\u003E\u201cI love the challenges of problem-solving and figuring out puzzles,\u201d Holt said, \u201chow to make things work and then debugging it to find out things that are wrong. They\u2019re just skills you carry through life.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe First Quarter: Education\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EHolt began his college career at the U.S. Air Force Academy. While there, he met the woman who captured his heart. But because cadets weren\u2019t allowed to marry, he dropped out of the academy to marry his wife and enrolled at Georgia Tech in 1981.\u003C\/p\u003E\u003Cp\u003EBoth Holts worked hard, lived in married-student housing, and watched their pennies. That didn\u2019t keep them from making good memories, though.\u003C\/p\u003E\u003Cp\u003E\u201cWe would watch Thursday night movies in the engineering building auditorium,\u201d Holt said. \u201cIt was only 25 cents to attend. That theater was a kind of respite for us, something we could afford.\u201d\u003C\/p\u003E\u003Cp\u003EHis other favorite places on campus were the library and the basement of the Information building, which housed the IT department for the then-called School of Information and Computer Science.\u003C\/p\u003E\u003Cp\u003E\u201cI was just thinking about how far things have come with AI now,\u201d he said. \u201cI actually had a punch card class.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe Second Quarter: Computing Industry\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EHolt graduated from Georgia Tech with highest honors in September 1983 and accepted a position at NCR. He flourished there, rising from programmer to Vice President and General Manager of NCR\u2019s small-business computer division in just 12 years.\u003C\/p\u003E\u003Cp\u003EIn the late 1990s, NCR began divesting its computer business. After 14 years with NCR, Holt took a job at Dell in 1998, a role that came with two challenges. First, he was a software expert, yet Dell put him in charge of a hardware team. Second, he took a step down in rank for the job.\u003C\/p\u003E\u003Cp\u003E\u201cWithin six months, I became the vice president and general manager of their entry-level server division,\u201d he said. \u201cIn 2002, I became a member of the executive committee.\u201d\u003C\/p\u003E\u003Cp\u003EHis role expanded to vice president and general manager of the enterprise systems division, covering both servers and storage. The 2002 Network World annual list, \u002250 Most Powerful People in Networking,\u0022 included Holt and a Dell colleague, both co-vice presidents and general managers of Dell Computer Corporation\u2019s Enterprise Systems Group.\u003C\/p\u003E\u003Cp\u003EDuring this period, Dell significantly accelerated its push into high-density rack servers, networking switches, and enterprise Linux deployments. Rather than listing them individually, Network World grouped them by their collective impact on corporate infrastructure and named them among the final 50.\u003C\/p\u003E\u003Cp\u003EWhile at NCR, Russ served as a Georgia Tech contact involved in NCR recruiting. He assumed a similar role after he settled into Dell. Holt was invited to serve on the College\u2019s Advisory Board in 2003 and remained on the board until 2015, serving as the board\u2019s chair for the last two of those years.\u003C\/p\u003E\u003Cp\u003EHis career was flourishing, but around 2002 he felt called to leave it all behind.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe Third Quarter: Ministry\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWhen he was in his early 30s, Holt wrote a mission statement for his life as part of a broader drive to live with purpose.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EIt is my mission in life to experience sustaining joy by living an abundant life spiritually, socially, industrially, and financially.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EHolt had been a devout Christian since childhood, and as he reached new career heights, he began to wonder whether it was time to give back by serving in ministry and living out his faith in practical ways.\u003C\/p\u003E\u003Cp\u003E\u201cThere came a point in my career when my wife asked me, \u2018When is enough enough?\u2019\u201d he said. \u201cWas I going to have a life that was all about me and what I could accomplish, or about giving back? We made the decision together to go into ministry.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhile at NCR, the couple had spent 14 years attending Gateway Church in Columbia, South Carolina, a Southern Baptist Church. In 2006, their pastor was building a leadership team. Twenty-three years after graduating from Tech and after a little over 8 years with Dell, Russ stepped into ministry. Russ Holt jumped in, not as a preacher, but to use his professional skills to help the congregation.\u003C\/p\u003E\u003Cp\u003EAfter three years with Gateway Church, he joined Crossroads Church, a non-denominational church that had founded a non-profit organization focused on reaching the city with the gospel \u2013 the good news of Christ. The non-profit encourages churches in the city to work together, to collaborate rather than compete, and to mobilize their people where they live, learn, work, and play, so they have the opportunity to love and serve their neighbors and colleagues and to share their faith with those who are far from God but close to them.\u003C\/p\u003E\u003Cp\u003EHe became the church\u2019s executive pastor and served as the operations director for the non-profit. These roles were similar to those of a chief operating officer in industry. He helped select and implement management software as part of the church\u2019s operations. This included designing the system\u2019s workflows to improve processes within the church and the non-profit.\u003C\/p\u003E\u003Cp\u003E\u201cThe software industry is pretty active on the church side as well,\u201d he said.\u003C\/p\u003E\u003Cp\u003ECrossroads Church later connected with other churches across the U.S. and, together, founded a nonprofit network operating in more than 100 cities across the U.S. and Canada. Rather than serving in traditional pastoral roles, he leaned into the same strengths that had carried his corporate career: administration, finance, staffing, strategic planning, and process design.\u003C\/p\u003E\u003Cp\u003EFor example, he built workflow diagrams for how the church should handle everything from guest follow-up to staff hand-offs, applying engineering discipline to congregational life. At the nonprofit, he held similar roles, including assisting other churches with their operations and strategic planning.\u003C\/p\u003E\u003Cp\u003EHis ordination came later, prompted not by a career milestone but by his youngest son\u0027s request that he officiate his wedding. After 15 years on staff, Russ began to sense another transition in his calling and purpose.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe Fourth Quarter: Service\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EHolt describes his life in roughly twenty-year arcs. The first twenty-two years prepared him for adulthood; the next twenty-three were spent in the computing industry; and the following twenty were devoted to full-time ministry. Now 65, he is \u201cre-purposing\u201d to focus on family and the non-profit ministry.\u003C\/p\u003E\u003Cp\u003EHe and his wife have three adult children, seven grandchildren, and have been married for forty-five years. This year, they are taking a river cruise down the Rhine, and next year, they\u0027re headed to the Cotswolds with Georgia Tech Alumni.\u003C\/p\u003E\u003Cp\u003EHe is not stepping down from his mission, however. Holt continues to serve as an elder with Crossroads Church and, in his part-time role as operations director, will continue serving with the non-profit network, which now has 37 active city movements across North America.\u003C\/p\u003E\u003Cp\u003E\u201cIt wasn\u2019t a drastic shift,\u201d he said. \u201cIt was more of a, \u2018I want to drop the HR, the administration, the business financial side of running the church, and just dedicate half my time, 20 hours a week, to this nonprofit.\u2019\u201d\u003C\/p\u003E\u003Cp\u003EAlthough he divides his life into quarters, Holt says there\u2019s been a strong \u003Cem\u003Ethread\u003C\/em\u003E running through it.\u003C\/p\u003E\u003Cp\u003E\u201cMy identity is wrapped up in my faith in Christ,\u201d Holt said. \u201cI feel like my time at Tech and in industry was preparing me with skills I could apply to ministry \u2013 to helping the church and serving ministry leaders.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ERuss Holt (B.S. ICS 1983) has had two careers. In the first, he climbed the ranks at NCR and Dell, eventually leading a multi-billion-dollar enterprise systems division. In the second, he devoted himself to working for his church and a nonprofit ministry serving a local congregation and the city.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Russ Holt says his computing education at Georgia Tech prepared him for every phase of his life."}],"uid":"32045","created_gmt":"2026-09-03 12:09:09","changed_gmt":"2026-09-03 12:13:43","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-03T00:00:00-04:00","iso_date":"2026-09-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"664620":{"id":"664620","type":"image","title":"ATL Skyline Reflected in Binary Bridge","body":null,"created":"1673381152","gmt_created":"2023-01-10 20:05:52","changed":"1673381152","gmt_changed":"2023-01-10 20:05:52","alt":"ATL skyline reflected in Binary Bridge","file":{"fid":"251459","name":"ATL Skyline Reflection-Binary Bridge.jpeg","image_path":"\/sites\/default\/files\/images\/ATL%20Skyline%20Reflection-Binary%20Bridge.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/ATL%20Skyline%20Reflection-Binary%20Bridge.jpeg","mime":"image\/jpeg","size":50853,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/ATL%20Skyline%20Reflection-Binary%20Bridge.jpeg?itok=V4IM1dF8"}},"681050":{"id":"681050","type":"image","title":"Georgia Tech Computing Alumnus Russ Holt","body":null,"created":"1788437451","gmt_created":"2026-09-03 12:10:51","changed":"1788437451","gmt_changed":"2026-09-03 12:10:51","alt":"Photo portrait of Georgia Tech Computing Alumnus Russ Holt","file":{"fid":"265401","name":"Russ-Holt-4-copy.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/03\/Russ-Holt-4-copy.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/Russ-Holt-4-copy.jpeg","mime":"image\/jpeg","size":84283,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/Russ-Holt-4-copy.jpeg?itok=x6Qq8LUx"}}},"media_ids":["664620","681050"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"130","name":"Alumni"}],"keywords":[{"id":"596","name":"Alumni Association"},{"id":"10199","name":"Daily Digest"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAnn Claycombe\u003C\/p\u003E\u003Cp\u003ECommunications Director\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E\u003Cp\u003Eclaycombe@cc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691448":{"#nid":"691448","#data":{"type":"news","title":"Professor Earns NSF CAREER Award for Data Center Research","body":[{"value":"\u003Cp\u003ESchool of Computer Science Assistant Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~amsmti3\/\u0022\u003E\u003Cstrong\u003EAhmed Saeed\u003C\/strong\u003E\u003C\/a\u003E has received a CAREER Award from the National Science Foundation (NSF) to support his research on improving data center efficiency. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe award is the NSF\u2019s most prestigious honor for early-career faculty and supports researchers with the potential to serve as academic role models and to lead advances in their department or organization. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Receiving the NSF CAREER Award is a tremendous honor and an opportunity to advance my long-term research agenda,\u201d Saeed said. \u201cIt was only made possible by the creativity and dedication of my students and the unwavering support and guidance of my family and mentors.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EModern data center servers manage resource allocation and load distribution separately, which can result in conflicting decisions. A key idea behind Saeed\u2019s proposal is to develop an integrated view of these operations to improve efficiency without requiring additional hardware.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhen performing operations jointly, you can maximize performance and completely eliminate the chances of conflict,\u201d Saeed said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAnother driver of the project is what Saeed calls the \u201csingle queue fallacy.\u201d This occurs when data center load controllers assume that all incoming requests to a server wait in a single queue to be processed.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn reality, servers are much more complex than this and can handle multiple queues at the same time. Modern workloads have heterogeneous load requirements, meaning that different requests end up landing in different queues.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis single queue fallacy can lead to severe underutilization of these servers,\u201d he said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERecent research by Saeed shows that a server\u2019s throughput can be doubled by avoiding the single-queue fallacy. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe potential benefits of this project are wide-ranging and impactful. Maximizing server efficiency would reduce costs and energy use. With fewer resources needed, the project could contribute to more sustainable computing infrastructure. Lower operational costs would benefit companies, application developers, and users.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe goal of my proposal is to develop mechanisms and policies that can allow data center operators to easily maximize the utilization of all hardware,\u201d he said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs part of the educational component of his proposal, Saeed plans to organize competitions for students to design more efficient load and resource management algorithms using artificial intelligence.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to this award, Saeed was named a \u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2025\/11\/13\/bbiss-welcomes-seven-new-faculty-fellows\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EBrook Byers Institute for Sustainable Systems (BBISS) Faculty Fellow\u003C\/a\u003E last fall to support his goal of making data centers more sustainable.\u202f\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESchool of Computer Science Assistant Professor Ahmed Saeed has received a CAREER Award from the National Science Foundation (NSF) to support his research on improving data center efficiency. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe potential benefits of this project are wide-ranging and impactful. Maximizing server efficiency would reduce costs and energy use. With fewer resources needed, the project could contribute to more sustainable computing infrastructure. Lower operational costs would benefit companies, application developers, and users.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of Computer Science Assistant Professor Ahmed Saeed has received a CAREER Award from the National Science Foundation (NSF) to support his research on improving data center efficiency. "}],"uid":"36532","created_gmt":"2026-08-04 20:21:56","changed_gmt":"2026-09-02 19:59:12","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-04T00:00:00-04:00","iso_date":"2026-08-04T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680791":{"id":"680791","type":"image","title":"Ahmed-Said-Mohamed_86A1028-copy.jpg","body":null,"created":"1785906796","gmt_created":"2026-08-05 05:13:16","changed":"1785906796","gmt_changed":"2026-08-05 05:13:16","alt":"man standing in front of computer servers","file":{"fid":"265109","name":"Ahmed-Said-Mohamed_86A1028-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/05\/Ahmed-Said-Mohamed_86A1028-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/05\/Ahmed-Said-Mohamed_86A1028-copy.jpg","mime":"image\/jpeg","size":109815,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/05\/Ahmed-Said-Mohamed_86A1028-copy.jpg?itok=s0fvXuul"}}},"media_ids":["680791"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50875","name":"School of Computer Science"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"194190","name":"AI data centers"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMorgan Usry, Communications Officer, morgan.usry@cc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":["morgan.usry@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692181":{"#nid":"692181","#data":{"type":"news","title":"Veteran Georgia Tech Computer Science Professor Named as School Chair","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EProfessor Hyesoon Kim has been named the new chair of Georgia Tech\u2019s School of Computer Science (SCS). She assumed the role on Aug. 1. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EKim has been an SCS faculty member for nearly 20 years. Her career at Georgia Tech began in 2007, after earning her Ph.D. in electrical engineering and computer science from the University of Texas at Austin. She has\u202fserved as associate chair of SCS since 2022. She is also co-director of the \u003Ca href=\u0022https:\/\/crnch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Research into Novel Computing Hierarchies\u003C\/a\u003E (CRNCH) and leads the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/hparch\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EHPArch research group\u003C\/a\u003E. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EOne of Kim\u2019s main focuses is determining the role of artificial intelligence (AI) in the School\u2019s future and how it will be leveraged to teach students and streamline administrative processes.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI\u2019d like to create those kinds of discussions and foster an environment to engage with faculty members, staff, and students on this topic,\u0022 she said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EKim is an acclaimed researcher whose interests span computer architecture, compilers, and runtime systems. She recently began focusing on open-source GPU technologies for next-generation computing. She is an IEEE Fellow and a Hall of Fame member of the International Symposium on High-Performance Computer Architecture (HPCA) and the International Symposium on Microarchitecture (MICRO).\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERegents\u2019 Professor Mostafa Ammar has served as interim chair since 2024, when former chair Vivek Sarkar became the dean of the College of Computing.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EProfessor Hyesoon Kim has been named the new chair of Georgia Tech\u2019s School of Computer Science (SCS). She assumed the role on Aug. 1. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EKim has been an SCS faculty member for nearly 20 years. Her career at Georgia Tech began in 2007, after earning her Ph.D. in electrical engineering and computer science from the University of Texas at Austin. She has\u202fserved as associate chair of SCS since 2022. She is also co-director of the \u003Ca href=\u0022https:\/\/crnch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Research into Novel Computing Hierarchies\u003C\/a\u003E (CRNCH) and leads the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/hparch\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EHPArch research group\u003C\/a\u003E. \u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Professor Hyesoon Kim has been named the new chair of Georgia Tech\u2019s School of Computer Science (SCS). She assumed the role on Aug. 1. \u00a0"}],"uid":"36532","created_gmt":"2026-09-01 17:36:21","changed_gmt":"2026-09-02 19:57:22","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-31T00:00:00-04:00","iso_date":"2026-08-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681047":{"id":"681047","type":"image","title":"470002_Hyesoon-Kim-Graphic.jpg.jpeg","body":null,"created":"1788379004","gmt_created":"2026-09-02 19:56:44","changed":"1788379004","gmt_changed":"2026-09-02 19:56:44","alt":"Woman headshot over gold background","file":{"fid":"265397","name":"470002_Hyesoon-Kim-Graphic.jpg.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/02\/470002_Hyesoon-Kim-Graphic.jpg.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/02\/470002_Hyesoon-Kim-Graphic.jpg.jpeg","mime":"image\/jpeg","size":68220,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/02\/470002_Hyesoon-Kim-Graphic.jpg.jpeg?itok=-3Td4c09"}}},"media_ids":["681047"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50875","name":"School of Computer Science"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMorgan Usry, Communications Officer, School of Computer Science\u003C\/p\u003E","format":"limited_html"}],"email":["morgan.usry@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691812":{"#nid":"691812","#data":{"type":"news","title":"\u2018X to the Power of Computing\u2019: Celebrating Interdisciplinary Double Majors  ","body":[{"value":"\u003Cp\u003EIn the College of Computing, leaders often talk about a concept that defines the future of the field: \u201cX to the Power of Computing.\u201d It is the idea that computing acts as a force multiplier, exponentially amplifying every discipline it touches.\u003C\/p\u003E\u003Cp\u003E\u201cThe future of computing extends far beyond the tech industry alone, and every sector increasingly relies on computational thinking and digital tools,\u201d Associate Dean for Undergraduate Education \u003Cstrong\u003EOlufisayo Omojokun\u003C\/strong\u003E said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cStudents who double major embody that vision by combining technical skills with expertise in another field. That combination prepares them to solve real-world problems in innovative ways.\u201d\u003C\/p\u003E\u003Cp\u003EWhile the national average for double majoring across all undergraduate disciplines sits at roughly 11%, Tech students are charting their own distinct paths. Among recent computer science graduates, \u003Cstrong\u003E17.5% (596 students)\u003C\/strong\u003E successfully completed at least one minor, and \u003Cstrong\u003E3.8% (131 students)\u0026nbsp;\u003C\/strong\u003Egraduated with a full double major.\u003C\/p\u003E\u003Cp\u003E\u201cOverall, interdisciplinary interest is high, especially in areas like math, robotics, and economics,\u201d said \u003Cstrong\u003EBethany Mason\u003C\/strong\u003E, director of computing enrollment.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EA Snapshot of Interdisciplinary Paths\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWhile mathematics remains the most common pairing, computing students combine their studies with other fields in a wide range of ways. These combinations reflect individual interests and career goals, shaping how students translate technical skills into different professional contexts.\u003C\/p\u003E\u003Cp\u003EThe top double majors among recent College of Computing graduates are mathematics, applied languages and intercultural studies, and industrial engineering.\u003C\/p\u003E\u003Cp\u003EOther recent graduates have minored, with Fintech, Mathematics, and Computing and Business being the top choices.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EStudents pursue degree combinations for a variety of reasons. \u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691808\u0022\u003E\u003Cstrong\u003EElliot Huang\u003C\/strong\u003E\u003C\/a\u003E (CS and Psychology, 2026), for example, added psychology after becoming interested in how people think. He now applies both fields in computational cognitive neuroscience research.\u003C\/p\u003E\u003Cp\u003EFor \u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691809\u0022\u003E\u003Cstrong\u003EHunter Richardson\u003C\/strong\u003E\u003C\/a\u003E (CS and Business Administration, 2026), the connection between computing, accounting, and data systems made business a natural complement to his CS studies. He said the combination also helped him during recruiting and will inform his work in Tech Assurance at KPMG.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691810\u0022\u003E\u003Cstrong\u003EOliver Lee\u003C\/strong\u003E\u003C\/a\u003E (CS and Electrical Engineering, 2025) was drawn to electrical engineering after developing an interest in embedded systems, computer vision, and physical devices. His CS background now gives him a software foundation to apply to hardware and engineering projects.\u003C\/p\u003E\u003Cp\u003EFor \u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691811\u0022\u003E\u003Cstrong\u003EAaron Huang\u003C\/strong\u003E\u003C\/a\u003E (CS and Biochemistry, Spring 2027), the path to a second major was influenced in part by his parents, both physicians. He has since combined his interests through research in medical labs, where computational methods are increasingly central to the life sciences.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELooking Ahead\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe success of these students highlights a clear mandate for the College of Computing: to support and expand these impactful pathways even further.\u003C\/p\u003E\u003Cp\u003E\u201cOur role is to support those pathways with curricula and advising that make it feasible for students to meaningfully integrate rigorous computing preparation with study across other fields, so they graduate prepared for a wide range of careers and graduate programs,\u201d Omojokun said.\u003C\/p\u003E\u003Cp\u003EMoving forward, the College is actively exploring how to broaden and formalize more of these interdisciplinary tracks.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe don\u0027t want students to just manually piece together a double major; we want to build structured frameworks that seamlessly blend disciplines from day one,\u201d Omojokun said.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019ve already proven it can be done. For years, the immense student demand for combining mathematics and computer science led directly to the creation of our formal, joint \u003Ca href=\u0022https:\/\/mathcomputing.gatech.edu\/\u0022\u003Emathematics and computing major\u003C\/a\u003E.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELooking to the future, the College will use that successful blueprint to design even more formalized joint degrees, helping the next generation of Yellow Jackets change the world through the exponential power of computing.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECollege of Computing leaders often talk about a concept that defines the field\u2019s future: \u201cX to the Power of Computing.\u201d It is the idea that computing acts as a force multiplier, exponentially amplifying every discipline or industry it touches.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"In the College of Computing, leaders often talk about a concept that defines the future of the field: \u201cX to the Power of Computing.\u201d It is the idea that computing acts as a force multiplier, exponentially amplifying every discipline it touches."}],"uid":"36613","created_gmt":"2026-08-19 16:32:06","changed_gmt":"2026-09-01 15:33:45","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680926":{"id":"680926","type":"image","title":"gradcap1.jpg","body":null,"created":"1787157319","gmt_created":"2026-08-19 16:35:19","changed":"1787157319","gmt_changed":"2026-08-19 16:35:19","alt":"graduation","file":{"fid":"265259","name":"gradcap1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/gradcap1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/gradcap1.jpg","mime":"image\/jpeg","size":3067193,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/gradcap1.jpg?itok=jwtewVSL"}}},"media_ids":["680926"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"},{"id":"42911","name":"Education"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"193866","name":"school of computing instruction"},{"id":"189662","name":"double major"},{"id":"594","name":"college of engineering"},{"id":"167710","name":"School of Psychology"},{"id":"167089","name":"Scheller College of Business"},{"id":"919","name":"Biochemistry"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691811":{"#nid":"691811","#data":{"type":"news","title":"Bridging Computing and Biochemistry: A Q\u0026A with Aaron Hung","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFor Aaron Hung, double majoring in computer science (CS) and biochemistry has enabled him to explore two fields that are increasingly interconnected through technology.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHe decided to double major after developing an interest in the life sciences and realizing that much of his pre-med coursework could count toward the degree. Through research, Hung has seen how tools such as artificial intelligence and molecular modeling are transforming biological research.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat drew you to study computing?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn elementary school, I enjoyed the problem-solving aspects of math, but I wanted to find an area that was more directly applicable. Coding seemed like an interesting field where I could use some of that talent, so I tried it out, loved it, and never looked back.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat inspired you to pursue your second major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBoth of my parents are doctors, and they\u2019ve instilled an interest in the life sciences. At one point, I was a CS and pre-med student and had already taken most classes for a second major. Similar to how I enjoy thinking about and learning how computer systems work, I\u2019ve always been interested in the mysteries of the human body and in giving opportunities to those less fortunate.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI decided to double major in Spring 2025. I realized that while it would be possible with just a CS degree, pursuing medical research would be more challenging without the foundational knowledge I skipped by not pursuing a life sciences degree.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do your two majors complement each other?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMy two majors are very different from one another and provide almost no overlap. But together, they give me a complete view of both while providing variety in my classes. I get to take project-oriented CS classes, exam-heavy biochemistry classes, and exciting hands-on labs every week.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow have you managed the challenges of balancing two majors?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe coursework is the biggest challenge. There is a wide range of topics to learn about each day, so\u0026nbsp;I need to manage my time well to work on projects and study for exams while balancing other responsibilities. Taking detailed notes helps me review course content quickly in preparation for exams and stay organized with to-do lists.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do you plan on using your double major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI\u2019m focused on finding a job working on code I\u2019m interested in, more than finding one that necessarily uses everything I have learned. But I wouldn\u2019t mind working at a biotech company and applying my experience in high-performance computer simulations, AI\/ML, and biochemistry.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give to students considering a computing-related double major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhile it is hard and time-consuming, it\u2019s worth the time and effort to pursue. Especially as AI gets better in all areas, being an expert in multiple areas helps you see and communicate with both sides in ways that AI cannot.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EIs there anything unexpected you\u2019ve learned from combining computing with another field?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe most surprising thing is seeing how much computational technologies impact other fields. In biochemistry, we learned about using models to predict protein structures that we couldn\u2019t before. I\u2019ve also used software to perform analyses that would otherwise require tedious manual work. This is only one example showing how programming has become an integral part of every field and how pursuing a second major can be valuable.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFor Aaron Hung, double majoring in computer science (CS) and biochemistry has enabled him to explore two fields that are increasingly interconnected through technology.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For Aaron Hung, double majoring in computer science and biochemistry has allowed him to explore two fields that, while distinct, are increasingly connected through technology. "}],"uid":"36613","created_gmt":"2026-08-19 16:29:12","changed_gmt":"2026-09-01 15:30:51","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680924":{"id":"680924","type":"image","title":"aaronhung2.jpg","body":null,"created":"1787156966","gmt_created":"2026-08-19 16:29:26","changed":"1787156966","gmt_changed":"2026-08-19 16:29:26","alt":"Aaron Hung","file":{"fid":"265257","name":"aaronhung2.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/aaronhung2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/aaronhung2.jpg","mime":"image\/jpeg","size":775490,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/aaronhung2.jpg?itok=DROfzVkZ"}},"680925":{"id":"680925","type":"image","title":"aaronghung1.jpg","body":null,"created":"1787156966","gmt_created":"2026-08-19 16:29:26","changed":"1787156966","gmt_changed":"2026-08-19 16:29:26","alt":"aaron hung","file":{"fid":"265258","name":"aaronghung1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/aaronghung1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/aaronghung1.jpg","mime":"image\/jpeg","size":90109,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/aaronghung1.jpg?itok=gSE93yCJ"}}},"media_ids":["680924","680925"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[],"keywords":[{"id":"115111","name":"College of Computer"},{"id":"193866","name":"school of computing instruction"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691810":{"#nid":"691810","#data":{"type":"news","title":"From Computing to Hardware: A Q\u0026A with Oliver Lee","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFor Oliver Lee, a passion for software led to a desire to build things he could see and touch. The 2025 computer science (CS) graduate is completing a second major in electrical engineering, where he\u2019s developed an interest in microelectronics, semiconductor physics, and integrated circuits.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHis background in computing complements that work.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat drew you to study computing?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI took my first computer science class during my freshman year of high school and fell in love with it. Later, I developed a fondness for embedded systems and computer vision, so I decided to attend Georgia Tech and pursue a CS degree.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat inspired you to pursue your second major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAfter two years at Tech, I realized that pure software did not scratch my mental itch to build physical creations. I also developed a curiosity for microelectronics, semiconductor physics, and integrated circuits.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhen did you decide to double major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI decided to double major in 2025. A few documentaries on the sociopolitical dynamics of chip technology were major influences. I decided to take advantage of my time here at Tech to learn more about it.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do your two majors complement each other?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn my opinion, CS can supplement virtually all sciences and facets of engineering. Going into electrical engineering with a complete CS degree means I have software experience I can apply to tangible, motivating engineering projects in research and future work.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003ECan you share a specific project, class, or experience where you\u2019ve combined both fields?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhen I took CS 3651 \u003Cem\u003EPrototyping Intelligent Applications\u003C\/em\u003E in Fall 2025, I decided to make a DIY camera with a custom camera sensor. For this project, I had to program the camera\u2019s firmware and teach myself how to design the custom PCB for the camera sensor, which I had little experience with given my CS background. This experience reinforced my decision to double major. It also taught me that I enjoyed the struggle and the satisfaction that comes afterward, especially when the result is a physical product, with software as a factor rather than the whole.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow have you managed the challenges of\u0026nbsp;balancing two majors?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELuckily, I didn\u2019t\u0026nbsp;face any major challenges in balancing the two majors since I was almost done with my CS degree when I declared my double major. The primary challenge was recognizing how arduous engineering courses are. I had to change how I manage my time. The struggle was hard, but it does feel rewarding.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do you plan on using your double major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI plan to pursue a master\u2019s in electrical engineering and hope to conduct research into the fabrication of semiconductor devices. Given the prominence of software and EDA tools in this field, I believe my double-major background will provide a solid foundation for further academic growth and make me a competitive candidate for graduate school.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give to students considering a computing-related double major?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIf you find the applications of computing more interesting than pure computing and algorithms, you should consider either a minor or a second major in the field that interests you. However, note that this will require you to take more classes, so make sure to weigh the opportunity cost of the extra semesters you might need to complete that major or minor.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EIs there anything unexpected you\u2019ve gained from combining computing with another field?\u0026nbsp;\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ESeeing how software supports engineering work and projects is a great motivator to learn more about software and algorithms. It also made me realize how useful the mindset I developed through my computing degree is for solving engineering problems.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFor Oliver Lee, a passion for software led to a desire to build things he could see and touch. The 2025 computer science (CS) graduate is completing a second major in electrical engineering, where he\u2019s developed an interest in microelectronics, semiconductor physics, and integrated circuits.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For Oliver Lee, a passion for software eventually led to a desire to build things he could see and touch. "}],"uid":"36613","created_gmt":"2026-08-19 16:15:14","changed_gmt":"2026-09-01 15:30:16","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680922":{"id":"680922","type":"image","title":"oliver2.jpg","body":null,"created":"1787156159","gmt_created":"2026-08-19 16:15:59","changed":"1787156159","gmt_changed":"2026-08-19 16:15:59","alt":"oliver lee","file":{"fid":"265255","name":"oliver2.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/oliver2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/oliver2.jpg","mime":"image\/jpeg","size":38449,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/oliver2.jpg?itok=xesB0K96"}},"680923":{"id":"680923","type":"image","title":"oliverlee1.jpg","body":null,"created":"1787156159","gmt_created":"2026-08-19 16:15:59","changed":"1787156159","gmt_changed":"2026-08-19 16:15:59","alt":"oliver lee","file":{"fid":"265256","name":"oliverlee1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/oliverlee1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/oliverlee1.jpg","mime":"image\/jpeg","size":39096,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/oliverlee1.jpg?itok=oZRbz7xt"}}},"media_ids":["680922","680923"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"193866","name":"school of computing instruction"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691808":{"#nid":"691808","#data":{"type":"news","title":"Combining Computing and Psychology: A Q\u0026A with Elliot Huang","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EDouble majoring in computer science (CS) and psychology offered Elliot Huang complementary perspectives on how people think, solve problems, and make decisions. The 2026 Georgia Tech graduate combined the two fields through his coursework and research in computational cognitive neuroscience.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs he prepares to continue that work as a postbaccalaureate researcher at Dartmouth College, Huang reflects on why he chose to double major and how the fields inform one another.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat drew you to study computing?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI could combine my everyday laptop and logic, with no additional material costs, to build something (an app, robot, algorithm, etc.) that solves a real human problem.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat inspired you to pursue psychology as a second major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI\u0027ve always been fascinated with logic and how humans think. A few friends were facing mental health issues, which made me want to understand how the mind works so I could better support them.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat influenced you to double major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI decided the summer after my sophomore year. There were several psychology courses I wanted to take, and I wanted a formal structure. I originally planned to complete two psychology certifications but found them too restrictive in course options. I realized that the second major required only one or two additional classes and would give me much greater flexibility to choose based on my specific interests.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do your two majors complement each other?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAt first glance, they seem completely different, but they complement each other deeply. Computer science is essentially human logic executed very quickly, so understanding how the mind generates rational thought can improve CS theory and algorithm design. Conversely, CS thinking\u2013variables, functions, procedures\u2013can be used to represent much of what the mind does, both consciously and unconsciously.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003ECan you share a specific project, class, or experience where you\u2019ve combined both fields?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMy research with \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/people\/robert-wilson\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EDr. Bob Wilson\u003C\/a\u003E sits at the intersection of both fields, in a domain called computational cognitive neuroscience. At a high level, I develop mathematical models that represent how humans use information to make decisions. My goal is to inform these models with real human behavioral data, implement them computationally, and evaluate their performance. Strong alignment suggests the model captures something genuine about how humans think.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat challenges have you faced balancing two majors?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe greater course load has not been too difficult. I took a psychology class one summer so I could still graduate in four years. Beyond that, I fulfilled a substantial portion of both degrees through research credit I was already pursuing, which made the overall load much more manageable.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do you plan on using your double major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI will be working as a postbaccalaureate researcher with Dr. John Murray at Dartmouth College while applying to MD\/PhD programs. The work is a natural integration of both majors. Much of what I will be doing involves mediating between brain activity, human behavior, and artificial neural networks.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give to students considering a computing-related double major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDon\u0027t double major just to boost your resume. A minor will likely get you most of the way there. Double major because you are genuinely interested in learning about another field.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EIs there anything unexpected you\u2019ve gained from combining computing with another field?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThere is a certain type of person and way of thinking that is drawn to CS, so the people I know in the major are not necessarily representative of the broader population at GT. Psychology students see the world very differently. Combining fields has exposed me to people with much more diverse perspectives than I would have encountered otherwise.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDouble majoring in computer science (CS) and psychology offered Elliot Huang complementary perspectives on how people think, solve problems, and make decisions. The 2026 Georgia Tech graduate combined the two fields through his coursework and research in computational cognitive neuroscience.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Double majoring in computer science (CS) and psychology offered Elliot Huang complementary perspectives on how people think, solve problems, and make decisions. The 2026 Georgia Tech graduate combined the two fields through his coursework and research in "}],"uid":"36613","created_gmt":"2026-08-19 15:56:37","changed_gmt":"2026-09-01 15:29:40","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680918":{"id":"680918","type":"image","title":"elliot2.jpg","body":null,"created":"1787155012","gmt_created":"2026-08-19 15:56:52","changed":"1787155012","gmt_changed":"2026-08-19 15:56:52","alt":"Elliot Huang","file":{"fid":"265251","name":"elliot2.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/elliot2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/elliot2.jpg","mime":"image\/jpeg","size":24893,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/elliot2.jpg?itok=F1ttGZTU"}},"680919":{"id":"680919","type":"image","title":"elliothuang1.jpg","body":null,"created":"1787155012","gmt_created":"2026-08-19 15:56:52","changed":"1787155012","gmt_changed":"2026-08-19 15:56:52","alt":"elliot huang","file":{"fid":"265252","name":"elliothuang1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/elliothuang1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/elliothuang1.jpg","mime":"image\/jpeg","size":32383,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/elliothuang1.jpg?itok=ifobarpE"}}},"media_ids":["680918","680919"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"},{"id":"193157","name":"Student Honors and Achievements"}],"keywords":[{"id":"189662","name":"double major"},{"id":"193866","name":"school of computing instruction"},{"id":"654","name":"College of Computing"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691809":{"#nid":"691809","#data":{"type":"news","title":"Combining Computing and Business: A Q\u0026A with Hunter Richardson","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFor Hunter Richardson, pairing computer science with business administration made sense. Building on his interest in data systems and accounting, the 2026 Georgia Tech alumnus saw double majoring as a solid foundation for understanding how technology can be applied across industries.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERichardson begins as an audit associate at KPMG in October. In this Q\u0026amp;A, he explains why he chose to double major, how the two fields complement each other, and how his computing background has shaped his career plans.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat drew you to study computing?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI knew technology was, is, and will continue to change the world. To become a leader in any industry, I felt it was crucial to understand the literal 1s and 0s of how the world operates.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat inspired you to pursue business administration as a second major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI found the applications of computer science most interesting in this field. The intersection of accounting and database systems fascinated me.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat influenced your decision to pursue a double major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI knew I wanted to double major by the end of my first year after one of my first business classes and officially added it in my third year.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow do your two majors complement each other?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EProfessionally, it made my recruiting cycle incredibly easy. I secured a full-time role after one interview. Academically, CS coursework provided a solid foundation across all technical topics, allowing me to focus on more conceptual aspects of business technologies.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003ECan you share a specific project, class, or experience where you\u2019ve combined both fields?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003EMGT 4046 Data Analytics in Accounting\u003C\/em\u003E. Many of my colleagues struggled with the coding language and syntax required to succeed in this course. However,\u0026nbsp;I had used Python and SQL for four years by then, so the course was incredibly enjoyable for me.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow have you managed the challenges\u0026nbsp;of balancing two majors?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe biggest challenge was simply managing the larger number of credits, but with proper planning for each semester, no course load was too unbearable.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give to students considering a computing-related double major?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ECombining CS with another field gives you the opportunity to become a liaison in any field you find interesting, which inherently makes you more valuable on the team by bridging communication gaps when technology doesn\u0027t meet industry needs.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EIs there anything unexpected you\u2019ve gained from combining computing with another field?\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBefore I was officially a double major, I had considered reducing CS to a minor, because I felt a little burned out after three semesters of intro-level classes. But by \u201cpadding\u201d my remaining seven semesters with other classes, the burnout feeling decreased, and I found myself enjoying more complex electives like \u003Cem\u003ECS 4641 Machine Learning\u003C\/em\u003E and \u003Cem\u003ECS 4400 Intro to Database Systems\u003C\/em\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFor Hunter Richardson, pairing computer science with business administration made sense. Building on his interest in data systems and accounting, the 2026 Georgia Tech alumnus saw double majoring as a solid foundation for understanding how technology can be applied across industries.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For Hunter Richardson, pairing computer science with business administration made sense. Building on his interest in data systems and accounting, the 2026 Georgia Tech alumnus saw double majoring as a solid foundation for understanding how technology can "}],"uid":"36613","created_gmt":"2026-08-19 16:05:42","changed_gmt":"2026-09-01 15:29:04","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680920":{"id":"680920","type":"image","title":"hunter2.jpg","body":null,"created":"1787155563","gmt_created":"2026-08-19 16:06:03","changed":"1787155563","gmt_changed":"2026-08-19 16:06:03","alt":"hunter richardson","file":{"fid":"265253","name":"hunter2.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/hunter2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/hunter2.jpg","mime":"image\/jpeg","size":24888,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/hunter2.jpg?itok=UO4tiKN3"}},"680921":{"id":"680921","type":"image","title":"hunterrichardson1.jpg","body":null,"created":"1787155563","gmt_created":"2026-08-19 16:06:03","changed":"1787155563","gmt_changed":"2026-08-19 16:06:03","alt":"Hunter Richardson","file":{"fid":"265254","name":"hunterrichardson1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/hunterrichardson1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/hunterrichardson1.jpg","mime":"image\/jpeg","size":34622,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/hunterrichardson1.jpg?itok=Ma1G02Kb"}}},"media_ids":["680920","680921"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"},{"id":"42911","name":"Education"}],"keywords":[{"id":"193866","name":"school of computing instruction"},{"id":"654","name":"College of Computing"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692151":{"#nid":"692151","#data":{"type":"news","title":"Professor Emeritus Named Distinguished Educator by ACM SIGGRAPH","body":[{"value":"\u003Cp\u003EWhen Jim Foley attended his 50th ACM SIGGRAPH Conference in 2023, he expected it to be his last one.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESIGGRAPH, however, gave him another reason to return for its 2026 conference in Los Angeles.\u003C\/p\u003E\u003Cp\u003EFoley accepted the organization\u2019s Distinguished Educator Award, presented annually since 2019.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI guess it wasn\u2019t my last one after all,\u201d Foley said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe award recognizes SIGGRAPH members who have made impactful contributions to computer graphics in educational environments. Foley has a strong pedigree in this area.\u003C\/p\u003E\u003Cp\u003EHe co-authored the 1982 textbook \u003Cem\u003EFundamentals of Interactive Computer Graphics\u003C\/em\u003E, which was renamed in its second edition as \u003Cem\u003EComputer Graphics: Principles and Practice\u003C\/em\u003E. With over 1,100 pages, it is widely regarded as the foundational text of modern computer graphics and animation.\u003C\/p\u003E\u003Cp\u003E\u201cSome people called it \u2018the bible\u2019 of computer graphics, though I think there were some other good graphics textbooks,\u201d Foley said. \u201cWe covered many different aspects of computer graphics, from hardware to algorithms to software systems to user interface and design.\u003C\/p\u003E\u003Cp\u003E\u201cIt stands out as an all-encompassing textbook, whereas current books are targeted at specific aspects of computer graphics rather than a broad introduction.\u201d\u003C\/p\u003E\u003Cp\u003EFoley co-authored the first edition with Andries Van Dam, a professor who co-founded Brown University\u2019s Department of Computer Science. Van Dam was the first to receive the Distinguished Educator Award in 2019.\u003C\/p\u003E\u003Cp\u003E\u201cI had people thanking me for the book while I was at the conference and telling me it was the first book they learned computer graphics from,\u201d Foley said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFoley came to Georgia Tech in 1991 and founded the Graphics, Visualization, \u0026amp; Usability (GVU) Center, which merged with Tech\u2019s Institute for People and Technology (IPaT) in 2023. GVU faculty helped establish Georgia Tech\u2019s prestigious reputation in computer graphics, and GVU students became highly sought after by video game and film animation studios, including Disney and Pixar.\u003C\/p\u003E\u003Cp\u003EFoley and other GVU faculty were also at the forefront of the emerging field of human-computer interaction (HCI).\u003C\/p\u003E\u003Cp\u003EFoley said he enjoyed teaching in the classroom as much as anything and preferred practical approaches.\u003C\/p\u003E\u003Cp\u003E\u201cI was always big on learning by doing, so I always had projects in my class that made students apply what I was talking about and not just regurgitate stuff on exams,\u201d he said. \u201cI think students enjoy having that hands-on experience.\u201d\u003C\/p\u003E\u003Cp\u003EHowever, teaching was something he had to learn.\u003C\/p\u003E\u003Cp\u003E\u201cI wasn\u2019t good at it at first, but I think writing the book helped with that,\u201d he said. \u201cWhen you write a book, you discover how much you don\u2019t know about something because you\u2019re trying to carefully explain it so other people can understand.\u003C\/p\u003E\u003Cp\u003E\u201cIt makes you do more thinking, work through the explanations so that it makes sense to you and the reader.\u201d\u003C\/p\u003E\u003Cp\u003EGeorgia Tech established the James D. Foley Endowment in 2007 to honor his achievements. Since then, annual fellowships in his name have been awarded to outstanding graduate students.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe 2026 Foley Scholar Awards will be announced in November.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EJim Foley accepted the 2026 ACM SIGGRAPH Distinguished Educator Award, presented annually since 2019. The award recognizes SIGGRAPH members who have made impactful contributions to computer graphics in educational environments.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Jim Foley received the ACM SIGGRAPH 2026 Distinguished Educator Award"}],"uid":"36530","created_gmt":"2026-09-01 13:47:50","changed_gmt":"2026-09-01 13:49:20","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681024":{"id":"681024","type":"image","title":"08C1214-P4-033-copy.jpg","body":null,"created":"1788270478","gmt_created":"2026-09-01 13:47:58","changed":"1788270478","gmt_changed":"2026-09-01 13:47:58","alt":"Jim Foley","file":{"fid":"265372","name":"08C1214-P4-033-copy.jpg","image_path":"\/sites\/default\/files\/2026\/09\/01\/08C1214-P4-033-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/08C1214-P4-033-copy.jpg","mime":"image\/jpeg","size":164066,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/08C1214-P4-033-copy.jpg?itok=EBXVU7bq"}}},"media_ids":["681024"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[{"id":"181886","name":"computer graphics"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692070":{"#nid":"692070","#data":{"type":"news","title":"CSE Leadership Transition Comes as School Continues Rapid Growth","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s School of Computational Science and Engineering (CSE) has undergone remarkable expansion in recent years, doubling its faculty, broadening its programs and curriculum, and strengthening its reputation as a leading research hub.\u003C\/p\u003E\u003Cp\u003ENow, as Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~echow\/\u0022\u003EEdmond Chow\u003C\/a\u003E prepares to teach at Georgia Tech-Europe for the 2026-2027 academic year, Professor \u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E is stepping into the role of associate chair to help guide the School\u2019s next phase of growth.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETheir leadership transition comes at a time when demand for expertise in artificial intelligence (AI), data science and analytics, and high-performance computing accelerates across industry, government, and academia.\u003C\/p\u003E\u003Cp\u003E\u201cOn behalf of the students, faculty, and staff of CSE, I extend our heartfelt gratitude to Edmond for his years of dedicated service as associate chair,\u201d said School of CSE Regents\u2019 Professor and Chair \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~hpark\/\u0022\u003EHaesun Park\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cPolo is a respected leader, an accomplished scholar, and a passionate advocate for our community. I am confident he will build on Edmond\u2019s strong foundation to guide the School\u0027s continued success.\u201d\u003C\/p\u003E\u003Cp\u003EThe School of CSE associate chair helps lead faculty development, academic planning, and new initiatives. These responsibilities include course scheduling, teaching assignments, and reviewing proposals for new courses.\u003C\/p\u003E\u003Cp\u003ERapid growth defined Chow\u2019s tenure as associate chair, which started in summer 2021.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs associate chair, Chow led CSE\u2019s faculty recruiting committee. The School hired 15 new professors during his term, doubling the faculty in that span.\u003C\/p\u003E\u003Cp\u003EChow\u2019s relationship with new hires didn\u2019t end with recruiting. Each new professor needed support to onboard smoothly, which he helped facilitate by pairing new hires with faculty mentors in the School.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChow helped new and veteran faculty alike design courses centered on their expertise and the field\u0027s emerging needs. As a result, he broadened and enriched the CSE curriculum at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChow led CSE\u2019s effort to secure space in the \u003Ca href=\u0022https:\/\/cse.gatech.edu\/coda\u0022\u003ECoda Building\u003C\/a\u003E to accommodate so many new faculty and students. With his help, the School added the east wing of the 13th floor and space for four labs on the fifth floor.\u003C\/p\u003E\u003Cp\u003EWhile at \u003Ca href=\u0022https:\/\/europe.gatech.edu\/en\u0022\u003EGeorgia Tech-Europe\u003C\/a\u003E, Chow will teach \u003Cem\u003ECS 7545: Machine Learning Theory\u003C\/em\u003E and \u003Cem\u003ECS 1371: Computing for Engineers\u003C\/em\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChow is a fellow of the Society for Industrial and Applied Mathematics (\u003Ca href=\u0022https:\/\/www.siam.org\/\u0022\u003ESIAM\u003C\/a\u003E). Like CSE, the professional society recognized Chow\u2019s leadership and administrative talents, selecting him for several roles.\u003C\/p\u003E\u003Cp\u003EWith his associate chair responsibilities concluded, Chow will focus more on his role as SIAM\u2019s vice president for programs. He also co-chairs the organizing committee for the \u003Ca href=\u0022https:\/\/www.siam.org\/conferences-events\/siam-conferences\/cse27\/\u0022\u003ESIAM Conference on CSE\u003C\/a\u003E, to be held Feb. 22-26, 2027, in Pittsburgh.\u003C\/p\u003E\u003Cp\u003EPreviously, Chow served as vice chair of the \u003Ca href=\u0022https:\/\/www.siam.org\/get-involved\/connect-with-a-community\/activity-groups\/computational-science-and-engineering\/\u0022\u003ESIAM Activity Group on CSE\u003C\/a\u003E from 2025 to 2026. He co-chaired the organizing committee for \u003Ca href=\u0022https:\/\/www.siam.org\/conferences-events\/past-event-archive\/an22\/\u0022\u003ESIAM\u2019s 2022 annual meeting\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022It has been an honor to serve CSE,\u201d Chow said. \u201cI am also inspired to have worked alongside others, including Haesun, who care so much for the School.\u201d\u003C\/p\u003E\u003Cp\u003ESince joining Georgia Tech in 2012, Chau has distinguished himself as a leading expert in data science and AI.\u003C\/p\u003E\u003Cp\u003EChau\u2019s research combines machine learning and visualization to create scalable, interactive tools. His lab has developed applications for studying massive datasets, interpreting complex AI models, and solving real-world problems in cybersecurity, human-centered AI, graph visualization and mining, and social good.\u003C\/p\u003E\u003Cp\u003EChau has taught CSE \u003Cem\u003E4242\/6242: Data and Visual Analytics\u003C\/em\u003E since 2013. The course has grown into the \u003Ca href=\u0022https:\/\/poloclub.github.io\/#cse6242\u0022\u003Eworld\u0027s largest semester-long university class on the subject\u003C\/a\u003E. More than 19,600 students have taken the course throughout its history.\u003C\/p\u003E\u003Cp\u003EAlongside his research and teaching, Chau has held several leadership roles at Georgia Tech.\u003C\/p\u003E\u003Cp\u003ESince 2014, Chau has served as associate director of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.analytics.gatech.edu\/\u0022\u003EM.S. Analytics program\u003C\/a\u003E. The program celebrated its 10th anniversary in 2024, when he received the Innovator Award for his leadership and pioneering approaches to analytics education.\u003C\/p\u003E\u003Cp\u003EIn 2019, Chau accepted roles as director of industry relations for the Institute for Data Engineering and Science (\u003Ca href=\u0022https:\/\/ideas.gatech.edu\/\u0022\u003EIDEaS\u003C\/a\u003E) and as associate director of corporate relations for the Machine Learning Center (\u003Ca href=\u0022https:\/\/ml.gatech.edu\/\u0022\u003EML@GT\u003C\/a\u003E). Chau recently stepped down from his leadership positions with IDEaS and ML@GT to accommodate his responsibilities as CSE\u2019s associate chair.\u003C\/p\u003E\u003Cp\u003E\u201cI enjoy building deep connections with people, and this role provides a lot of opportunities to do that,\u201d Chau said. \u201cFaculty development helps my colleagues build the careers that they want, and collectively shape CSE\u2019s future. That\u2019s what I look forward to the most.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s School of Computational Science and Engineering (CSE) has undergone remarkable expansion in recent years, doubling its faculty, broadening its programs and curriculum, and strengthening its reputation as a leading research hub.\u003C\/p\u003E\u003Cp\u003ENow, as Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~echow\/\u0022\u003EEdmond Chow\u003C\/a\u003E prepares to teach at Georgia Tech-Europe for the 2026-2027 academic year, Professor \u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E is stepping into the role of associate chair to help guide the School\u2019s next phase of growth.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETheir leadership transition comes at a time when demand for expertise in artificial intelligence (AI), data science and analytics, and high-performance computing accelerates across industry, government, and academia.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of CSE Professor Polo Chau is stepping into the role of associate chair of the School as Professor Edmond Chow departs to teach at Georgia Tech-Europe for the 2026-2027 academic year."}],"uid":"36319","created_gmt":"2026-08-27 17:13:47","changed_gmt":"2026-09-01 12:33:31","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-27T00:00:00-04:00","iso_date":"2026-08-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680999":{"id":"680999","type":"image","title":"Associate-Chair.png","body":null,"created":"1787850839","gmt_created":"2026-08-27 17:13:59","changed":"1787850839","gmt_changed":"2026-08-27 17:13:59","alt":"CSE Associate Chair","file":{"fid":"265343","name":"Associate-Chair.png","image_path":"\/sites\/default\/files\/2026\/08\/27\/Associate-Chair.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/27\/Associate-Chair.png","mime":"image\/png","size":424426,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/27\/Associate-Chair.png?itok=LEOwFiEC"}}},"media_ids":["680999"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"181689","name":"Institute for Data Science and Engineering"},{"id":"7251","name":"analytics"},{"id":"176858","name":"machine learning center"},{"id":"173894","name":"ML@GT"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"3427","name":"High performance computing"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692137":{"#nid":"692137","#data":{"type":"news","title":"Incoming Professor Envisions World of Humans and Robots Working Together","body":[{"value":"\u003Cp\u003EWhen Siddharth Karamcheti watches robot demonstration videos, he pays attention to how close humans are to the robot.\u003C\/p\u003E\u003Cp\u003EKaramcheti said there are times when he doesn\u2019t see any humans at all. Those instances reinforce the perception that robots are replacing humans rather than assisting them.\u003C\/p\u003E\u003Cp\u003E\u201cYou have humanoid robots doing things like folding laundry, and you see videos of it on social media,\u201d Karamcheti said. \u201cIt bothers me that in all these videos, I see the robot doing these tasks alone without a single person around them. True human-robot collaboration is missing.\u201d\u003C\/p\u003E\u003Cp\u003EAs he joins the Georgia Tech School of Interactive Computing as an assistant professor, Karamcheti seeks to improve human-robot collaboration and maximize output through his research.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EKaramcheti comes to Tech after earning his Ph.D. in computer science (CS) from Stanford University. He also holds bachelor\u2019s degrees in CS and literary arts from Brown University.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to human-robot interaction, he has conducted research on fine-tuning vision-language-action (VLA) models.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EVLAs are artificial intelligence (AI) systems typically built by fine-tuning vision-language models (VLMs) or large language models (LLMs). They use visual perception, natural language, and physical action to perform tasks.\u003C\/p\u003E\u003Cp\u003E\u201cI have a high-level vision of what I think robotics should be, but there are many winding paths I like to take along the way as I try to understand why something works the way it does,\u201d Karamcheti said.\u003C\/p\u003E\u003Cp\u003EKaramcheti said his vision was inspired by the movie \u003Cem\u003EIron Man\u003C\/em\u003E and by how the main character, Tony Stark, interacts with robots in his lab.\u003C\/p\u003E\u003Cp\u003E\u201cI don\u2019t want a robot that replaces all the work I\u2019m doing in my life,\u201d he said. \u201cI want a robot that\u2019s embedded in my life like my laptop or smartphone.\u003C\/p\u003E\u003Cp\u003E\u201cThey\u2019re making it possible for me to do more things. I also want to make it so that robots start doing more and learning more when I leave the room.\u201d\u003C\/p\u003E\u003Cp\u003EKaramcheti said the School of IC is a \u201cdream\u201d job for him because of its renowned faculty in human-robot interaction. It\u2019s the ideal place to keep humans at the center of his research.\u003C\/p\u003E\u003Cp\u003E\u201cWe must design models around interaction and the idea that there\u2019s going to be a person in the room. Robots don\u2019t need to be perfect at any one thing. They just need to be able to ask for help when it\u2019s needed and learn from those teaching interactions.\u201d\u003C\/p\u003E\u003Cp\u003EKaramecheti said many robotics researchers are pursuing robots that are as close to perfect as possible so they can operate without human oversight. However, the amount\u0026nbsp;of money and data needed to get there is substantial.\u003C\/p\u003E\u003Cp\u003E\u201cI think you see diminishing returns with scale. If a robot performs tasks correctly 90% of the time, the data required to go from 90% to 95% is much less than that required to go from 95% to 99%. Many robotics companies and labs are investing to reach a 99% success rate,\u201d he said.\u003C\/p\u003E\u003Cp\u003EKaramcheti added that the pursuit of perfection shouldn\u2019t prevent a robot from being deployed. They could be deployed at 95% and increase their success rate by working with and learning from humans.\u003C\/p\u003E\u003Cp\u003E\u201cOnce I have a robot that\u2019s 95% capable, I understand that 5% of failures will occur for a specific task. If I know a human is always going to be near the robot, I can design a system that sequences tasks and anticipates human intervention.\u201d\u003C\/p\u003E\u003Cp\u003EKaramcheti is recruiting students to join his lab who bring new perspectives to robotics.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019m looking for students who aren\u2019t afraid to challenge common assumptions and who enjoy hacking and building,\u201d he said. \u201cI want to work with students who have strong opinions about how robotics should look.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs he joins the Georgia Tech School of Interactive Computing as an assistant professor, Karamcheti seeks to improve human-robot collaboration and maximize output through his research.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EKaramcheti comes to Tech after earning his Ph.D. in computer science (CS) from Stanford University. He also holds bachelor\u2019s degrees in CS and literary arts from Brown University.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to human-robot interaction, he has conducted research on fine-tuning vision-language-action (VLA) models.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"As he joins the Georgia Tech School of Interactive Computing as an assistant professor, Siddharth Karamcheti seeks to improve human-robot collaboration and maximize output through his research. "}],"uid":"36530","created_gmt":"2026-08-31 22:06:47","changed_gmt":"2026-08-31 22:09:07","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-31T00:00:00-04:00","iso_date":"2026-08-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681022":{"id":"681022","type":"image","title":"Siddarth-Karamcheti_86A6595.jpg","body":null,"created":"1788214030","gmt_created":"2026-08-31 22:07:10","changed":"1788214030","gmt_changed":"2026-08-31 22:07:10","alt":"Siddharth Karamcheti","file":{"fid":"265370","name":"Siddarth-Karamcheti_86A6595.jpg","image_path":"\/sites\/default\/files\/2026\/08\/31\/Siddarth-Karamcheti_86A6595.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/31\/Siddarth-Karamcheti_86A6595.jpg","mime":"image\/jpeg","size":135773,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/31\/Siddarth-Karamcheti_86A6595.jpg?itok=hMwXvcuz"}}},"media_ids":["681022"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"152","name":"Robotics"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39521","name":"Robotics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691805":{"#nid":"691805","#data":{"type":"news","title":"New Faculty Shows Where Cryptography Meets the Computer System","body":[{"value":"\u003Cp\u003ETaking a \u003Cem\u003EWhere\u2019s Waldo?\u003C\/em\u003E book from his shelf, Assistant Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~aozdemir\/\u0022\u003E\u003Cstrong\u003EAlex Ozdemir\u003C\/strong\u003E\u003C\/a\u003E posed a simple question: Is it possible to prove Waldo is somewhere on the page without showing anyone where he is?\u003C\/p\u003E\u003Cp\u003EThe answer is yes. Ozdemir demonstrated the technique by taking a piece of paper with a small Waldo-shaped hole cut out and placing it over the page. The demonstration confirms that Waldo is on the page without revealing his location or other details and is a simple example of a concept called a zero-knowledge proof.\u003C\/p\u003E\u003Cp\u003EIn computer science, zero-knowledge proofs allow one person to prove that something is true without revealing the information that makes it true.\u003C\/p\u003E\u003Cp\u003EThese types of problems sit at the center of Ozdemir\u2019s work. As a computer scientist and cryptographer, he studies ways to use mathematics and computer programs to protect information. But his work goes beyond creating new methods for keeping data secret. He is interested in connecting those methods to the computer systems that use them.\u003C\/p\u003E\u003Cp\u003E\u201cI get excited about what no one else is working on,\u201d he said. \u201cWhat I\u2019m excited about now is how you relate the security of a computer system to a crypto scheme.\u201d\u003C\/p\u003E\u003Cp\u003ETwo recent papers published at \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003EUSENIX Security\u003C\/a\u003E show how Ozdemir is applying this approach to real-world privacy and security problems.\u003C\/p\u003E\u003Cp\u003EOne of these problems is how to handle sensitive information without revealing it.\u003C\/p\u003E\u003Cp\u003EImagine two organizations want to combine or analyze information, but neither wants to share its private data with the other. Cryptography can make this possible, but some of these privacy protections can be slow and difficult to use with large amounts of information.\u003C\/p\u003E\u003Cp\u003EOzdemir and his collaborators developed a new system called \u003Ca href=\u0022https:\/\/eprint.iacr.org\/2026\/672\u0022\u003EFLOSS\u003C\/a\u003E (Fast Linear Online Secret-Shared Shuffling) to make one of these tasks much faster.\u003C\/p\u003E\u003Cp\u003EFLOSS allows two parties to mix a set of private information without either party seeing the original data or learning the final order. This process, known as shuffling, is useful in privacy-preserving applications such as data analysis, anonymous messaging, and private advertising.\u003C\/p\u003E\u003Cp\u003EIn tests, FLOSS shuffled more than one million items in less than half a second, making it more than 800 times faster than previous leading methods.\u003C\/p\u003E\u003Cp\u003EFLOSS achieves much of this speed by doing some of the hard mathematical work in advance, before the actual data is available. When the data arrives, the system can complete the shuffle quickly, with very little communication between the two computers.\u003C\/p\u003E\u003Cp\u003EThe system is designed to protect against cheating. If one of the parties tries to manipulate the process or access information it shouldn\u2019t, FLOSS can detect the problem and stop the computation.\u003C\/p\u003E\u003Cp\u003EThe researchers also used FLOSS to create a faster way to sort private information. Sorting is a basic computer task but doing it while keeping the information secret can be expensive. Making that process faster could allow privacy-preserving tools to handle much larger amounts of data.\u003C\/p\u003E\u003Cp\u003EOzdemir tackled another problem through a project called \u003Ca href=\u0022https:\/\/eprint.iacr.org\/2026\/213\u0022\u003EOrbit\u003C\/a\u003E: How can computers perform useful work on information that remains encrypted?\u003C\/p\u003E\u003Cp\u003EFully homomorphic encryption, or FHE, is a form of encryption that allows computers to perform calculations on protected data without first decrypting it. For example, a hospital could send encrypted medical information to a cloud service for analysis without the service seeing the patients\u0027 records.\u003C\/p\u003E\u003Cp\u003EThe challenge is that this type of computing can be extremely slow.\u003C\/p\u003E\u003Cp\u003EOrbit is a computing tool called a compiler that helps make these encrypted calculations more efficient. A compiler takes computer code and turns it into instructions that a computer can run. Orbit examines an entire computation and identifies more efficient ways to handle some of the most expensive steps in fully homomorphic encryption.\u003C\/p\u003E\u003Cp\u003ERather than treating those steps separately, Orbit looks at how they work together and identifies opportunities to reduce the amount of work the computer must do.\u003C\/p\u003E\u003Cp\u003EIn tests, Orbit was between 1.19 and 1.73 times faster than previous leading systems on the workloads studied, including complex tasks such as running artificial intelligence models. The calculations also remained within 0.3% of the accuracy of those performed on unencrypted data.\u003C\/p\u003E\u003Cp\u003EFor Ozdemir, projects like FLOSS and Orbit are part of a broader goal: making advanced cryptography practical enough to use with the computer systems people use every day.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ENow at Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP), Ozdemir is recruiting Ph.D. students from across the computing stack to work with him. He was drawn to Georgia Tech in part for its multidisciplinary approach to security.\u003C\/p\u003E\u003Cp\u003E\u201cI also just love being around universities,\u201d he said.\u003C\/p\u003E\u003Cp\u003EAt SCP, Ozdemir plans to continue exploring programmable cryptography across the computing stack, integrating cryptography, compilers, and automated reasoning to address security problems from multiple angles. He received his Ph.D. at Stanford University and bachelor\u0027s degree from Harvey Mudd College.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAssistant Professor Alex Ozdemir is bringing an interdisciplinary approach to cryptography at Georgia Tech\u2019s School of Cybersecurity and Privacy. His research combines cryptography, compilers and automated reasoning to make advanced security tools faster and more practical. Using a simple \u003Cem\u003EWhere\u2019s Waldo?\u003C\/em\u003E example, Ozdemir explains how zero-knowledge proofs can allow someone to prove something is true without revealing the information behind the proof.\u003C\/p\u003E\u003Cp\u003EHis recent research includes FLOSS, a system that allows private data to be securely shuffled while dramatically reducing the time needed to process large datasets, and Orbit, a compiler designed to make fully homomorphic encryption more efficient. Together, the projects reflect Ozdemir\u2019s broader goal of connecting the security guarantees of cryptography with the computer systems that use them. At Georgia Tech, he plans to continue this work while recruiting students to explore programmable cryptography across the computing stack.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Assistant Professor Alex Ozdemir is bringing an interdisciplinary approach to cryptography at Georgia Tech\u2019s School of Cybersecurity and Privacy. His research combines cryptography, compilers and automated reasoning to make advanced security tools faster "}],"uid":"36253","created_gmt":"2026-08-19 15:27:07","changed_gmt":"2026-08-20 19:50:43","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-19T00:00:00-04:00","iso_date":"2026-08-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680916":{"id":"680916","type":"image","title":"Alex-Ozdemir.jpg","body":null,"created":"1787153247","gmt_created":"2026-08-19 15:27:27","changed":"1787153247","gmt_changed":"2026-08-19 15:27:27","alt":"A man standing in front of a wooden wall. He is smiling and tilting his head. ","file":{"fid":"265249","name":"Alex-Ozdemir.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/Alex-Ozdemir.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/Alex-Ozdemir.jpg","mime":"image\/jpeg","size":1750068,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/Alex-Ozdemir.jpg?itok=eRUu8UbK"}}},"media_ids":["680916"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691844":{"#nid":"691844","#data":{"type":"news","title":"New Faculty Member Examines How AI Shapes Our Most Personal Relationships","body":[{"value":"\u003Cp\u003EFrom workplace interactions to romantic relationships, artificial intelligence (AI) is increasingly part of many personal aspects of people\u0027s lives.\u003C\/p\u003E\u003Cp\u003EFor Georgia Tech Assistant Professor \u003Cstrong\u003EVeronica Rivera\u003C\/strong\u003E, the growing role of AI in daily life raises important questions about what happens when technology designed to help people puts their privacy and safety at risk.\u003C\/p\u003E\u003Cp\u003ERivera studied AI at the University of California, Santa Cruz, but her research has increasingly focused on how people interact with technology and the risks that can emerge from these interactions. Her work examines technology-facilitated risks and abuse. She uses research and innovative design approaches to understand digital safety risks and develop tools that better protect people.\u003C\/p\u003E\u003Cp\u003EOne area she is exploring through her recent \u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2026\/07\/27\/incoming-scp-faculty-member-selected-cra-trustworthy-ai-research-fellowship\u0022\u003EComputing Research Association Trustworthy AI Research Fellowship for Early Career Scholars\u003C\/a\u003E is the design of safe AI tools for labor unions.\u003C\/p\u003E\u003Cp\u003E\u201cUnions are developing AI tools to sort through complaints,\u201d she said. \u201cMany of these are built with proprietary AI models, which leads us to ask what the risks are of sharing personal information through these tools.\u201d\u003C\/p\u003E\u003Cp\u003ERivera wants to give unions more control over how workers\u2019 data is collected and used. One way she plans to explore this is through a workshop at the upcoming ACM Conference on Human Factors in Computing Systems, where union leaders and technical experts collaborate to develop a secure reporting tool.\u003C\/p\u003E\u003Cp\u003EThis research will build on Rivera\u2019s recent work focusing on platform-based gig workers. A \u003Ca href=\u0022https:\/\/vrivera2017.github.io\/docs\/SOUPS26_DWN.pdf\u0022\u003Epaper\u003C\/a\u003E she published this year at the Symposium on Usable Privacy and Security examined how freelance workers often use secretive \u0022digital whisper networks,\u0022 informal online communities where people warn one another about workplace abuse.\u003C\/p\u003E\u003Cp\u003ERivera and her team found that these workers often avoided formal reporting channels when they experienced wage theft, discrimination, health and safety violations, or sexual misconduct. The study highlighted the need for secure channels that allow workers to report abuse and organize without further endangering themselves.\u003C\/p\u003E\u003Cp\u003E\u201cThere needs to be a way to report this abuse,\u201d Rivera said. \u201cBut how you do that in a safe and secure way is something we don\u2019t yet have answers for.\u201d\u003C\/p\u003E\u003Cp\u003ERivera is also expanding her research beyond the workplace to examine technology-based threats and abuse in romantic relationships. As a new assistant professor at Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E, she plans to study how AI can blur the line between technology and intimacy.\u003C\/p\u003E\u003Cp\u003EConsider a person who creates an AI chatbot that imitates someone they know, turning that person\u2019s likeness, personality, or private information into a virtual romantic partner without their consent. If that happens, Rivera asks, what protections does the person have? How can the chatbot be reported and removed?\u003C\/p\u003E\u003Cp\u003EExisting policies and reporting systems may not adequately address situations like these. In fact, they can pose new challenges for people whose identities or personal information are used without their permission.\u003C\/p\u003E\u003Cp\u003EAnother project Rivera would like to explore is how platforms handle abuse involving romantic chatbots. Rivera has reviewed Reddit discussions in which users expressed concerns about reporting abusive behavior and about what happens to the intimate information they share with their chatbots.\u003C\/p\u003E\u003Cp\u003E\u201cThere is a lot of confusion on what these platforms know about their users\u2019 intimate details based on their chats,\u201d she said. \u201cThere is also a lot that isn\u2019t known on the back-end of abuse reporting.\u201d\u003C\/p\u003E\u003Cp\u003ERivera has identified a need to design safer reporting features so people feel comfortable reporting abuse while also knowing their personal information will remain private.\u003C\/p\u003E\u003Cp\u003EShe plans to cover these topics and more this fall in her new course that explores sociotechnical security. Rivera says working within SCP\u2019s interdisciplinary structure gives her the opportunity to explore these research problems from multiple angles.\u003C\/p\u003E\u003Cp\u003E\u201cIt is hard to find a place for the work I do in security and privacy,\u201d Rivera said. \u201cOur goal is to protect users from bad things, and SCP approaches it from several different angles.\u201d\u003C\/p\u003E\u003Cp\u003EFor Rivera, this means studying not only how technology can be secured, but how it can be designed to protect the people who rely on it.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFrom workplace interactions to romantic relationships, artificial intelligence (AI) is increasingly part of many personal aspects of people\u0027s lives.\u003C\/p\u003E\u003Cp\u003EFor Georgia Tech Assistant Professor Veronica Rivera, the growing role of AI in daily life raises important questions about what happens when technology designed to help people puts their privacy and safety at risk.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For Georgia Tech Assistant Professor Veronica Rivera, the growing role of AI in daily life raises important questions about what happens when technology designed to help people puts their privacy and safety at risk."}],"uid":"36253","created_gmt":"2026-08-20 19:45:06","changed_gmt":"2026-08-20 19:48:55","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-20T00:00:00-04:00","iso_date":"2026-08-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680947":{"id":"680947","type":"image","title":"Veronica-Rivera.jpg","body":null,"created":"1787255228","gmt_created":"2026-08-20 19:47:08","changed":"1787255228","gmt_changed":"2026-08-20 19:47:08","alt":"A smiling woman standing in front of a wall. The wall has a unique pattern and wood frames.","file":{"fid":"265283","name":"Veronica-Rivera.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/Veronica-Rivera.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/Veronica-Rivera.jpg","mime":"image\/jpeg","size":781560,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/Veronica-Rivera.jpg?itok=3OcFcxlq"}}},"media_ids":["680947"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"134","name":"Student and Faculty"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691736":{"#nid":"691736","#data":{"type":"news","title":"Ramblin\u2019 Wreck Road Trip: New Faculty Drive Cross Country to Georgia Tech","body":[{"value":"\u003Cp\u003ETwo of Georgia Tech\u2019s newest assistant professors spent most of the summer taking the scenic route to their new home in Atlanta. \u003Cstrong\u003EVeronica Rivera\u003C\/strong\u003E and \u003Cstrong\u003EAlex Ozdemir\u003C\/strong\u003E drove nearly 4,000 miles from California to Georgia for their new jobs at the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP) starting this fall.\u003C\/p\u003E\u003Cp\u003ERather than rushing the drive, the couple\u2019s cross-country road trip included several stops to visit family and friends, explore new parts of the country, experience changing landscapes, and enjoy the adventure of the open road.\u003C\/p\u003E\u003Cp\u003EThe journey began in Claremont, California, where they met as students at Harvey Mudd College. After packing their belongings into Pods, they headed north to Sacramento to spend the Fourth of July with family. From there, they drove to Eugene, Oregon, to visit more family and friends.\u003C\/p\u003E\u003Cp\u003EThen they turned east and began the long drive to Georgia.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERivera and Ozdemir stayed two nights and a full day at nearly every stop. The plan was to have enough time to experience each place they visited while still making it to Atlanta in time to watch the World Cup Final at their new place.\u003C\/p\u003E\u003Cp\u003EThe trip went well overall, but summer weather presented challenges along the way.\u003C\/p\u003E\u003Cp\u003E\u201cAt every stop, we experienced a different kind of heat,\u201d Ozdemir said. \u201cBoise\u2019s dry heat was the worst, and Nashville came in second for its humidity.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cBoise\u2019s heat made it feel like our skin was going to melt off our bones,\u201d Rivera said.\u003C\/p\u003E\u003Cp\u003EBoth said the trip was unlike anything they had done before. They had traveled outside California, but neither had taken a road trip of this scale. The journey gave the couple a chance to see much more of the country.\u003C\/p\u003E\u003Cp\u003EFor Rivera, one highlight was the ecological diversity.\u003C\/p\u003E\u003Cp\u003E\u201cOregon was lush in parts, and very dry and flat, like California,\u201d she said. \u201cWe just got back from Germany, and in Europe you have to travel between countries to see the diversity we saw in the U.S.\u201d\u003C\/p\u003E\u003Cp\u003EThe drive took them through the Rockies, the Great Plains, and ultimately the lush mountains of Northwest Georgia.\u003C\/p\u003E\u003Cp\u003E\u201cI didn\u2019t want to fall asleep in the car because I didn\u2019t want to miss the scenery,\u201d Rivera said. \u201cI really liked the mountains in Oregon and western Colorado.\u201d\u003C\/p\u003E\u003Cp\u003EOzdemir also enjoyed the changing landscapes, but he said his favorite part of the trip was the people they met along the way. He enjoyed seeing family and friends they do not regularly get to visit.\u003C\/p\u003E\u003Cp\u003EThe couple found different ways to pass the time in the car. As they drove through each state, Ozdemir would look up facts about it and read them aloud. They also filled the miles with music and audiobooks, listening to two books from Freida McFadden\u2019s The Housemaid series.\u003C\/p\u003E\u003Cp\u003E\u201cIt kept us guessing until the end,\u201d Rivera said of the audiobooks.\u003C\/p\u003E\u003Cp\u003EThe playlist ranged from Noah Kahan to the Red Hot Chili Peppers to Southern rock classics. When Rivera was driving, Taylor Swift was a regular in the mix.\u003C\/p\u003E\u003Cp\u003EThe stop in Nashville added another memorable soundtrack to their road trip. They were struck by the abundance of live music throughout the city. From the farmers market to restaurants, \u201cit felt like everyone was trying to make it as a musician,\u201d Rivera said.\u003C\/p\u003E\u003Cp\u003ETo keep them company during their journey, Rivera and Ozdemir shared their road trip with an unexpected travel companion: Buzz the Bee.\u003C\/p\u003E\u003Cp\u003EWhen Ozdemir interviewed at Georgia Tech, he received the plushie as a gift. The plushie accompanied them on the cross-country trip, appearing in photographs at Utah\u2019s Arches National Park and beside several state welcome signs along their route.\u003C\/p\u003E\u003Cp\u003EAfter their weeks long long odyssey, they arrived in Atlanta in mid-July, just in time for the World Cup final. Or so they thought. Atlanta traffic and spotty internet nearly derailed their plans.\u003C\/p\u003E\u003Cp\u003EBut after arriving at their Midtown apartment, the couple managed to stream about half the game over a mobile hotspot before their wireless provider limited their service.\u003C\/p\u003E\u003Cp\u003E\u201cWe watched the second half of the game with varying levels of video quality,\u201d Ozdemir said.\u003C\/p\u003E\u003Cp\u003EWith the journey from where they met to their new home in Atlanta behind them, Rivera and Ozdemir are preparing for the new academic year. Ozdemir is a security researcher specializing in programmable cryptography, while Rivera focuses on human-centered security and privacy.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETwo of Georgia Tech\u2019s newest assistant professors spent most of the summer taking the scenic route to their new home in Atlanta. Veronica Rivera and Alex Ozdemir drove nearly 4,000 miles from California to Georgia for their new jobs at the School of Cybersecurity and Privacy (SCP) starting this fall.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Two of Georgia Tech\u2019s newest assistant professors spent most of the summer taking the scenic route to their new home in Atlanta. Veronica Rivera and Alex Ozdemir drove nearly 4,000 miles from California to Georgia for their new jobs at the School of Cyber"}],"uid":"36253","created_gmt":"2026-08-17 19:51:58","changed_gmt":"2026-08-19 18:22:16","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-17T00:00:00-04:00","iso_date":"2026-08-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680894":{"id":"680894","type":"image","title":"Buzz-at-Arches-National-Park-web-copy.jpg","body":null,"created":"1786996780","gmt_created":"2026-08-17 19:59:40","changed":"1786996780","gmt_changed":"2026-08-17 19:59:40","alt":"A man and a woman standing outside in the desert holding a plush bee","file":{"fid":"265227","name":"Buzz-at-Arches-National-Park-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/17\/Buzz-at-Arches-National-Park-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/17\/Buzz-at-Arches-National-Park-web-copy.jpg","mime":"image\/jpeg","size":1793978,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/17\/Buzz-at-Arches-National-Park-web-copy.jpg?itok=_Qan-ozX"}},"680897":{"id":"680897","type":"image","title":"Buzz-at-Balanced-Rock-in-Arches-National-Park-web-copy.jpg","body":null,"created":"1787058117","gmt_created":"2026-08-18 13:01:57","changed":"1787058117","gmt_changed":"2026-08-18 13:01:57","alt":"A man and a woman standing outside in the desert with a plush bee","file":{"fid":"265230","name":"Buzz-at-Balanced-Rock-in-Arches-National-Park-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/18\/Buzz-at-Balanced-Rock-in-Arches-National-Park-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/18\/Buzz-at-Balanced-Rock-in-Arches-National-Park-web-copy.jpg","mime":"image\/jpeg","size":1930467,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/18\/Buzz-at-Balanced-Rock-in-Arches-National-Park-web-copy.jpg?itok=WOlHLk0m"}},"680898":{"id":"680898","type":"image","title":"Buzz-at-Sahalie-Falls-OR--web-copy.jpg","body":null,"created":"1787058161","gmt_created":"2026-08-18 13:02:41","changed":"1787058161","gmt_changed":"2026-08-18 13:02:41","alt":"A man and a woman standing outside in a forest with a plush bee.","file":{"fid":"265231","name":"Buzz-at-Sahalie-Falls-OR--web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/18\/Buzz-at-Sahalie-Falls-OR--web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/18\/Buzz-at-Sahalie-Falls-OR--web-copy.jpg","mime":"image\/jpeg","size":1735906,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/18\/Buzz-at-Sahalie-Falls-OR--web-copy.jpg?itok=PT5mrBWp"}},"680899":{"id":"680899","type":"image","title":"Buzz-entering-Colorado-web-copy.jpg","body":null,"created":"1787058344","gmt_created":"2026-08-18 13:05:44","changed":"1787058344","gmt_changed":"2026-08-18 13:05:44","alt":"A plush bee in a car with a Welcome to Colorado sign in the background. 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background.","file":{"fid":"265237","name":"Buzz-entering-Utah-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/18\/Buzz-entering-Utah-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/18\/Buzz-entering-Utah-web-copy.jpg","mime":"image\/jpeg","size":1079470,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/18\/Buzz-entering-Utah-web-copy.jpg?itok=OhVCYXx-"}}},"media_ids":["680894","680897","680898","680899","680900","680901","680902","680903","680904"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691662":{"#nid":"691662","#data":{"type":"news","title":"Expanding Access: New Director Role Advances Online Undergraduate Computing Education","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003ESchool of Computing Instruction (SCI) faculty member \u003Cstrong\u003ENimisha Roy\u003C\/strong\u003E has been named director of online undergraduate initiatives, a new role created to expand online undergraduate programs and broaden access to computing education at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe position was made possible by philanthropic support from alumnus \u003Cstrong\u003EHenry Shi\u003C\/strong\u003E. A College of Computing Advisory Board member and longtime advocate for accessible online education, Shi has built a career around scaling technology to reach millions. He cofounded Snapcommerce, which has more than 30 million users. The College previously honored him with its \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/rising-stars\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERising Star Award\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EShi\u0026nbsp;said his motivation for supporting this new role stems from a belief that too many talented students are shut out of opportunity by barriers that have nothing to do with ability.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI\u2019ve seen firsthand how much talent is excluded from opportunities when cost, geography, and exclusivity are the gatekeepers,\u201d he said. \u201cThis role is about widening the aperture to make a Top 10, world\u2011class undergraduate education far more accessible and affordable for students.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EShi completed Georgia Tech\u2019s Online Master of Science in Computer Science (OMSCS) program in 2018. He says the experience\u0026nbsp;shaped his view of what online learning can achieve.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOMSCS has proven to the world that online education can deliver real rigor, excellence, and impact at scale without compromising quality,\u201d he said. \u201cIt opened my eyes to the life\u2011changing impact higher education institutions can have at scale when access is treated as a first\u2011class goal.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EA Leader for the Next Phase of Online Undergraduate Growth\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERoy brings more than eight years of experience at Georgia Tech, serving in roles ranging from graduate teaching assistant to faculty lecturer. She has taught in the Online Master of Analytics (OMSA) program and led research on \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/teaching-students-use-ai-wisely-new-research-highlights-opportunities-and-risks-cs-education\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eintegrating artificial intelligence (AI) into computer science (CS) education\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThis work included redesigning courses to use AI as a learning tool and benchmarking AI tools for software engineering tasks. She has also focused on improving accessibility in online computing courses, ensuring that materials support a wider range of learners.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn her new role, Roy will help bring the quality and rigor of Georgia Tech\u2019s online graduate programs to the undergraduate level.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cA big part of the role is working with faculty to build these courses and making sure that what we offer online is just as strong as what students experience in person,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAssociate Dean for Undergraduate Education \u003Cstrong\u003EOlufisayo Omojokun\u003C\/strong\u003E, who supervises the position, says the new role reflects the College\u2019s commitment to expanding access to high-quality computing education at scale.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAs undergraduate programs continue to grow, this position will play a key role in strengthening student learning experiences and ensuring our curriculum remains rigorous, accessible, and responsive to emerging areas in computing like AI,\u201d Omojokun said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWith that said, it\u0027s important to remember that the undergraduate space also includes the College\u0027s dual enrollment offerings. Nimisha will play an important role across Georgia\u0027s many school districts, especially as we expand our AI literacy offerings.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EInterim Vice Provost for AI in Education\u0026nbsp;\u003Cstrong\u003EDavid Joyner\u003C\/strong\u003E noted that perceptions of online learning have shifted significantly.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWhen OMSCS started, there was a general belief that online education worked better for more experienced adults who could manage their own learning,\u201d Joyner said. \u201cBut especially coming out of Covid, it\u2019s been more and more clear that online education offers fantastic benefits for undergraduates as well.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThat shift has created momentum to expand online offerings beyond graduate education\u2014momentum Roy is positioned to lead.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EEarly Priorities: Online Minors and Scalable Access\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERoy\u2019s first major initiative is starting\u0026nbsp;online CS minors, which she sees as a practical way to make an immediate impact.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe can reach a lot of students without having to build an entire degree from scratch,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EShe will continue teaching while serving in this leadership role, something she considers essential for staying connected to students\u2019 day\u2011to\u2011day experiences.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERoy views online education as a powerful tool for expanding access for students who cannot relocate to Atlanta or enroll in a full-time program. She believes online learning can be more interactive, flexible, and personalized than traditional formats, especially in computing fields where practice and feedback are essential.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cEspecially in computing, we can design systems that support that more intentionally,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding for the Future: AI, Accessibility, and Opportunity\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERoy is also exploring how AI tools can support accessibility and content-creation workflows by improving video and audio quality, generating and refining captions, and creating narrated tutorials from demonstrations. Her research focuses on how AI can make course materials more accessible across different learning styles, whether that\u2019s presenting concepts in multiple ways, generating diverse examples, or supporting different learning styles.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELooking ahead, Roy hopes her work will expand access to a Georgia Tech education.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThere are so many bright, curious, and hardworking students who, for different reasons, aren\u2019t able to be physically present on campus,\u201d she said. \u201cIf we can give them access to the same level of rigor, support, and opportunity, that\u2019s incredibly meaningful.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EJoyner sees this work as part of a broader reimagining of undergraduate computing education that uses online flexibility to reshape the timeline between education and employment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOur hope is to eventually make it so students can jumpstart their careers while still finishing their degrees because of the flexibility online classes give them,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003ESchool of Computing Instruction (SCI) faculty member \u003Cstrong\u003ENimisha Roy\u003C\/strong\u003E has been named director of online undergraduate initiatives, a new role created to expand online undergraduate programs and broaden access to computing education at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of Computing Instruction (SCI) faculty member Nimisha Roy has been named director of online undergraduate initiatives, a new role created to expand online undergraduate programs and 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instruction"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691573":{"#nid":"691573","#data":{"type":"news","title":"Faculty Support Coordinator Embraces New Challenges After Promotion","body":[{"value":"\u003Cp\u003EGwendolyn Kearney is always open to new challenges.\u003C\/p\u003E\u003Cp\u003EShe took on a new one when she was promoted in the spring to Faculty Support Coordinator II in Georgia Tech\u2019s School of Interactive Computing.\u003C\/p\u003E\u003Cp\u003EIn addition to submitting proposals for SIC faculty to the National Science Foundation, the National Institutes of Health, or other government agencies, Kearney manages the hiring of student workers in the School. This can exceed 1,000 students over the course of the year.\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s graduate teaching assistants, graduate research assistants, student assistants, and graduate assistants, all of them,\u201d Kearney said. \u201cI enjoy learning new things.\u201d\u003C\/p\u003E\u003Cp\u003EKearney said she\u2019s always been able to find new things to learn while working in financial administration, a field she discovered in high school through a summer job in accounts payable.\u003C\/p\u003E\u003Cp\u003E\u201cI think that\u2019s where it all started,\u201d she said.\u003C\/p\u003E\u003Cp\u003EKearney has held several finance roles since she moved to Atlanta 20 years ago. She spent 10 years at Georgia State University before joining SIC\u2019s administrative staff in 2023.\u003C\/p\u003E\u003Cp\u003EDuring her career, the New Jersey native has handled everything from preparing spend authorizations and managing budgets to scheduling events, processing travel expenses, faculty supplies, and reimbursements.\u003C\/p\u003E\u003Cp\u003EIn SIC, she balances all of that with the most important part of being a faculty support coordinator \u2014 grant proposals. The funding that faculty rely on for their research hinges on Kearney meeting deadlines under pressure. While she does less of that now, it can still create a heavy workload throughout the year.\u003C\/p\u003E\u003Cp\u003E\u201cYou just have to stay on top of it,\u201d Kearney said. \u201cBefore you know it, it\u2019s due, and you might not get everything you need until the day of. Then this has to be changed, and something else isn\u2019t right.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt can be a lot if multiple proposals are due around the same time. But knowing that you helped work on a proposal that was rewarded is a good feeling.\u201d\u003C\/p\u003E\u003Cp\u003EAlthough she was born in New Jersey, most of Kearney\u2019s family is from Georgia. She and her husband are New York Knicks fans and recently celebrated the team\u2019s first NBA Finals championship since 1970.\u003C\/p\u003E\u003Cp\u003EWhen her mother and sisters started returning to their roots in Georgia, she figured she should move to the Peach State since she was visiting so often.\u003C\/p\u003E\u003Cp\u003E\u201cWe always came to visit family,\u201d she said. \u201cMy mother and father saved all their vacation and took a month off every summer, and that\u2019s what we would do. My mother ended up going back to Georgia, and then two of my sisters moved here. I started visiting them a lot and thought I might like to live here.\u201d\u003C\/p\u003E\u003Cp\u003EKearney said she most enjoys spending time with her extended family in Georgia.\u003C\/p\u003E\u003Cp\u003EWhen the Fall 2026 semester begins, her job will be as busy as ever, as she estimates she will have to process hundreds of student hires.\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s definitely a challenge,\u201d she said. \u201cBut I\u2019m still learning, and I\u2019m enjoying that part of it.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EIn addition to submitting proposals for SIC faculty to the National Science Foundation, the National Institutes of Health, or other government agencies, Kearney manages the hiring of student workers in the School. This can exceed 1,000 students over the course of the year.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Gwendolyn Kearney is taking on the challenge of hiring hundreds of student workers after being promoted to Faculty Support Coordinator II."}],"uid":"36530","created_gmt":"2026-08-07 19:36:05","changed_gmt":"2026-08-07 19:37:50","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-07T00:00:00-04:00","iso_date":"2026-08-07T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680821":{"id":"680821","type":"image","title":"IMG_5015-copy.jpg","body":null,"created":"1786131382","gmt_created":"2026-08-07 19:36:22","changed":"1786131382","gmt_changed":"2026-08-07 19:36:22","alt":"Gwen Kearney","file":{"fid":"265143","name":"IMG_5015-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/07\/IMG_5015-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/07\/IMG_5015-copy.jpg","mime":"image\/jpeg","size":148767,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/07\/IMG_5015-copy.jpg?itok=By2HCe_m"}}},"media_ids":["680821"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691463":{"#nid":"691463","#data":{"type":"news","title":"ChatBot is Good News for People with Not-So-Green Thumbs","body":[{"value":"\u003Cp\u003EStarting and maintaining a new garden can be daunting. But a new multi-agent conversational system developed at Georgia Tech is taking much of the guesswork out of gardening for beginners.\u003C\/p\u003E\u003Cp\u003ECultivAgents is a three-agent system that fields gardening questions and creates tailored plans based on a user\u2019s gardening skill level, climate and environment, and cultural background.\u003C\/p\u003E\u003Cp\u003EThe experience agent, environmental agent, and ethnobotanical agent inform one another and work together to guide users through the gardening process.\u003C\/p\u003E\u003Cp\u003E\u201cMulti-agent systems provide multi-faceted support,\u201d said Diana Wang, a Ph.D. student in Georgia Tech\u2019s School of Interactive Computing who created CultivAgents. \u201cMy interest was in how we could provide more personalized and aligned support to individuals trying to grow food themselves while facing unique environmental or cultural factors.\u201d\u003C\/p\u003E\u003Cp\u003EGardening is a hobby that many people start but give up because of the time and effort it requires to be successful. Ryan Pemberton, a horticulturist at Georgia Tech\u2019s community garden, said the two biggest mistakes he sees novice gardeners make are starting too big and overwatering.\u003C\/p\u003E\u003Cp\u003E\u201cIf you\u2019ve never gardened before, trying to manage a large plot could be overwhelming,\u201d Pemberton said.\u003C\/p\u003E\u003Cp\u003E\u201cYou can start small. You don\u2019t have to have a big garden right away. You can start with one tomato plant and grow from there. See how well you can keep that one plant alive and then expand as you feel comfortable.\u201d\u003C\/p\u003E\u003Cp\u003EAside from the built-in health benefits of growing fresh food and working outdoors, Pemberton said gardening can lower your grocery bill and reduce carbon emissions by minimizing food transportation.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIt can also be a great way for international students at Tech to grow foods native to their homelands. He said a tool like CultivAgents could be useful for determining whether Atlanta\u2019s climate is suitable.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cPeople might want to grow a lot of different vegetables in their garden, but if you go too far south of here, it gets a little too hot to grow things like broccoli and strawberries,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cA little north of here, it gets a little too cold to grow some species of peppers. Having something tell you what grows well in your region means you\u2019re not having to pick and choose or guess.\u201d\u003C\/p\u003E\u003Cp\u003EThat\u2019s one of the reasons Wang designed CultivAgents to feature multiple agents that consider unique environmental and cultural contexts.\u003C\/p\u003E\u003Cp\u003E\u201cMultiple agents help distribute specific types of support as opposed to the generic support you often get from a single chatbot,\u201d Wang said.\u003C\/p\u003E\u003Cp\u003E\u201cAnother advantage is that they tend to build on each other. The environmental agent builds on the experience agent\u2019s detailed steps. This allows the system to tell you how to grow bush beans, for example, within a specific local community.\u201d\u003C\/p\u003E\u003Cp\u003EWang said she surveyed and interviewed new and experienced gardeners who use Tech\u2019s community garden to learn what they would want from a conversational agent. She found that many wanted step-by-step instructions and guidance on what to plant, how to plant it, and a schedule for upkeep.\u003C\/p\u003E\u003Cp\u003E\u201cAll of our users told us they view gardening as something that\u2019s long term, so they wanted this platform to be able to facilitate that kind of relationship,\u201d she said.\u003C\/p\u003E\u003Cp\u003EThe community garden is a shared space with nine garden beds. Pemberton said it\u2019s a great place for new gardeners to learn to grow food before starting their own gardens. Much of the food grown there is donated to Klemis Kitchen, Georgia Tech\u2019s on-campus food bank.\u003C\/p\u003E\u003Cp\u003EFor more information about the community garden and how to get involved, visit\u0026nbsp;\u003Ca href=\u0022https:\/\/sustainability.campusservices.gatech.edu\/community-garden\/\u0022\u003Ehttps:\/\/sustainability.campusservices.gatech.edu\/community-garden\/\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ETo see a live demo of CultivAgents, visit\u0026nbsp;\u003Ca href=\u0022https:\/\/cultivagents.onrender.com\/\u0022\u003Ehttps:\/\/cultivagents.onrender.com\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECultivAgents is a three-agent system that fields gardening questions and creates tailored plans based on a user\u2019s gardening skill level, climate and environment, and cultural background.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new multi-agent conversational system is helping people start and maintain gardens."}],"uid":"36530","created_gmt":"2026-08-05 14:45:34","changed_gmt":"2026-08-05 15:15:00","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-05T00:00:00-04:00","iso_date":"2026-08-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680797":{"id":"680797","type":"image","title":"26-R10410-P12-001-copy.jpeg","body":null,"created":"1785942231","gmt_created":"2026-08-05 15:03:51","changed":"1785942231","gmt_changed":"2026-08-05 15:03:51","alt":"Community Garden","file":{"fid":"265117","name":"26-R10410-P12-001-copy.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/05\/26-R10410-P12-001-copy.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/05\/26-R10410-P12-001-copy.jpeg","mime":"image\/jpeg","size":194413,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/05\/26-R10410-P12-001-copy.jpeg?itok=O9WBm4sw"}}},"media_ids":["680797"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"48501","name":"gardening"},{"id":"47791","name":"community garden"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691430":{"#nid":"691430","#data":{"type":"news","title":"Entrepreneur Endows Scholarship to Support Computing Students \u0027Who Need It the Most\u0027","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EChristian Battaglia\u003C\/strong\u003E (CS 2017) has endowed a need-based scholarship in the College of Computing.\u003C\/p\u003E\u003Cp\u003E\u201cI wanted to help students,\u201d he said, \u201cthe ones who need it the most.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/cdbattags\/\u0022\u003EBattaglia\u003C\/a\u003E serves as VP of Engineering for Sysdyne, a cloud-native software platform for the construction materials industry \u2013 concrete, asphalt, gravel. He calls it \u201cSweaty SaaS.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s the ugly industries that are my bread and butter now.\u201d\u003C\/p\u003E\u003Cp\u003EHe has a long history of entrepreneurship. During a Georgia Tech study-abroad program in Barcelona, he crossed paths with \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/oscarpierremi\/\u0022\u003EOscar Pierre\u003C\/a\u003E (AE 2014), joining him on the ground floor of what became Glovo, now one of Europe\u2019s largest delivery platforms.\u003C\/p\u003E\u003Cp\u003EBack in Atlanta, Battaglia joined a team for the Inventure Prize competition that served as the basis for FIXD, which makes a device that decodes check-engine lights for drivers. He helped launch the company, serving as a founding engineer.\u003C\/p\u003E\u003Cp\u003EHe later co-founded Triple Axle, a routing platform for the specialty trucking industry, before joining Slabstack \u2013 a CRM and pricing platform for concrete, aggregate, and asphalt producers \u2013 as a founder and CTO. Sysdyne acquired Slabstack in December 2025.\u003C\/p\u003E\u003Cp\u003EWhen he was at Tech, Battaglia did \u201ca little of everything\u201d \u2013 lacrosse, Phi Delta Theta, a co-op at GTRI, study abroad in Barcelona. He started in 2012 and graduated in December 2017, having taken time along the way to work with startups and travel.\u003C\/p\u003E\u003Cp\u003EHe says Tech\u2019s emphasis on applied computing \u2013 not just computer science theory \u2013 prepared him well for a career spent building real products in unglamorous industries. \u201cIt\u2019s about what you do with the skills, not the skills themselves,\u201d he said. The scholarship, he adds, was always going to be for the College of Computing. \u201cI just wanted to make sure it was going to the right place.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cFor me, it was like my playground,\u201d he said. \u201cI\u2019m so thankful I got exposed to so many different things.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EChristian Battaglia is a 2017 computer science alumnus who credits his entrepreneurial success to his experience at Georgia Tech. He recently endowed a need-based scholarship in the College of Computing.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Christian Battaglia is a 2017 computer science alumnus who credits his entrepreneurial success to his experience at Georgia Tech."}],"uid":"32045","created_gmt":"2026-08-04 17:00:19","changed_gmt":"2026-08-04 17:05:34","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-04T00:00:00-04:00","iso_date":"2026-08-04T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"664620":{"id":"664620","type":"image","title":"ATL Skyline Reflected in Binary Bridge","body":null,"created":"1673381152","gmt_created":"2023-01-10 20:05:52","changed":"1673381152","gmt_changed":"2023-01-10 20:05:52","alt":"ATL skyline reflected in Binary Bridge","file":{"fid":"251459","name":"ATL Skyline Reflection-Binary Bridge.jpeg","image_path":"\/sites\/default\/files\/images\/ATL%20Skyline%20Reflection-Binary%20Bridge.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/ATL%20Skyline%20Reflection-Binary%20Bridge.jpeg","mime":"image\/jpeg","size":50853,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/ATL%20Skyline%20Reflection-Binary%20Bridge.jpeg?itok=V4IM1dF8"}},"680778":{"id":"680778","type":"image","title":"GT-alumnus-christian-battaglia-CS2017.png","body":null,"created":"1785862852","gmt_created":"2026-08-04 17:00:52","changed":"1785862852","gmt_changed":"2026-08-04 17:00:52","alt":"Photo portrait of GT alumnus Christian Battaglia","file":{"fid":"265095","name":"GT-alumnus-christian-battaglia-CS2017.png","image_path":"\/sites\/default\/files\/2026\/08\/04\/GT-alumnus-christian-battaglia-CS2017.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/04\/GT-alumnus-christian-battaglia-CS2017.png","mime":"image\/png","size":703011,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/04\/GT-alumnus-christian-battaglia-CS2017.png?itok=8ccZHXPo"}}},"media_ids":["664620","680778"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"193234","name":"Campaign Stories"}],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAnn Claycombe\u003C\/p\u003E\u003Cp\u003EDirector of Communications\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E\u003Cp\u003Eclaycombe@cc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691245":{"#nid":"691245","#data":{"type":"news","title":"Incoming SCP Faculty Member Selected for CRA Trustworthy AI Research Fellowship","body":[{"value":"\u003Cp\u003EAs artificial intelligence (AI) becomes more integrated into everyday life, researchers are working to better understand and reduce the new digital safety risks it creates.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVeronica Rivera\u003C\/strong\u003E, an incoming assistant professor in Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP), studies human-computer interaction, security, and privacy to create safer digital experiences. Her research earned her selection to the second cohort of the Computing Research Association (CRA) \u003Ca href=\u0022https:\/\/cra.org\/cra-trustworthy-ai-research-fellowship\/#2026-2027-fellows\u0022\u003ETrustworthy AI Research Fellowship for Early Career Scholars\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u0022I am excited and honored to be part of this year\u0027s CRA Trustworthy AI Research Fellowship cohort,\u0022 said Rivera.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022This program reflects the importance of cross-disciplinary research and collaboration in building AI systems that benefit and support society. I look forward to spending the next year building collaborations that support me and my students\u0027 research into protecting the digital safety of the diverse communities who use AI tools.\u0022\u003C\/p\u003E\u003Cp\u003ERivera\u0027s research examines how technology shapes interpersonal relationships. Using empirical and design-based methods, she partners with communities affected by technology-facilitated abuse to understand digital safety risks and develop technologies that better protect users.\u003C\/p\u003E\u003Cp\u003EThrough the fellowship, Rivera will study how AI is reshaping technology-facilitated abuse and develop data collection methods that enable researchers to assess these evolving risks over time.\u003C\/p\u003E\u003Cp\u003E\u0022Trustworthy AI is a key research area in the School of Cybersecurity and Privacy and the College of Computing,\u0022 said SCP Interim Chair \u003Cstrong\u003EMustaque Ahamad\u003C\/strong\u003E. \u0022The CRA Trustworthy AI Research Fellowship recognizes Veronica\u0027s innovative research and will help her build a research program that advances an area of strategic importance to our school and the broader AI community.\u0022\u003C\/p\u003E\u003Cp\u003ESupported by Microsoft, the CRA Trustworthy AI Research Fellowship recognizes early-career computing researchers who combine technical expertise with interdisciplinary approaches to address the ethical, societal, and human-centered challenges of artificial intelligence. The fellowship provides interdisciplinary training, mentorship, and collaboration opportunities that help researchers integrate ethical, societal, and human-centered perspectives into AI research and development.\u003C\/p\u003E\u003Cp\u003EOver the next year, Rivera and the other fellows will participate in a series of professional development activities, including a four-day Field School in Cambridge, Massachusetts. The program also includes quarterly virtual meetings, mentoring opportunities, and collaboration with scholars participating in related AI and data ethics programs.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVeronica Rivera, an incoming assistant professor in Georgia Tech\u0027s School of Cybersecurity and Privacy (SCP), studies human-computer interaction, security, and privacy to create safer digital experiences. Her research earned her selection to the second cohort of the Computing Research Association (CRA) Trustworthy AI Research Fellowship for Early Career Scholars.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Veronica Rivera, an incoming assistant professor in Georgia Tech\u0027s School of Cybersecurity and Privacy (SCP) has been selected for the second cohort of the Computing Research Association (CRA) Trustworthy AI Research Fellowship for Early Career Scholars."}],"uid":"36253","created_gmt":"2026-07-27 13:30:51","changed_gmt":"2026-07-27 13:49:21","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-27T00:00:00-04:00","iso_date":"2026-07-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680674":{"id":"680674","type":"image","title":"464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","body":null,"created":"1785159063","gmt_created":"2026-07-27 13:31:03","changed":"1785159063","gmt_changed":"2026-07-27 13:31:03","alt":"A graphic for Vernoica Rivera, CRA Trusterworthy AI Research Fellowship","file":{"fid":"264965","name":"464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","image_path":"\/sites\/default\/files\/2026\/07\/27\/464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/27\/464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","mime":"image\/jpeg","size":1958097,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/27\/464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg?itok=L9W5Yq44"}}},"media_ids":["680674"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"2835","name":"ai"},{"id":"194393","name":"AI and Cybersecurity"},{"id":"181818","name":"cybersceurity"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691122":{"#nid":"691122","#data":{"type":"news","title":"DeMillo Recognized for Lasting Contributions to Software Engineering","body":[{"value":"\u003Cp\u003ERichard DeMillo, professor, founding chair of Georgia Tech\u0027s School of Cybersecurity and Privacy (SCP), and Charlotte B. and Roger C. Warren Chair of Computing, has been named to the inaugural class of the ACM SIGSOFT Software Engineering Academy.\u003C\/p\u003E\u003Cp\u003EDeMillo was among 80 computer scientists worldwide selected for the Academy\u0027s founding class and was the only Georgia Tech faculty member recognized.\u003C\/p\u003E\u003Cp\u003E\u0022I am honored to be included in the inaugural class of the ACM SIGSOFT Software Engineering Academy,\u0022 said DeMillo. \u0022This recognition reflects the work of outstanding students, collaborators, and colleagues over many years. Software engineering research has transformed the way society builds and depends upon software, and I hope our community will continue to advance the scientific foundations needed to make software more reliable, secure, and worthy of the trust people place in it.\u0022\u003C\/p\u003E\u003Cp\u003EEstablished by ACM SIGSOFT, the Software Engineering Academy is a standing body of honor that recognizes members of the software engineering community whose lasting technical contributions, leadership, and service have shaped the field. The Academy celebrates researchers whose cumulative work and influence have advanced software engineering as both a scientific discipline and professional practice.\u003C\/p\u003E\u003Cp\u003E\u0022Rich\u0027s research in software testing is recognized among the most influential contributions to the field of software engineering,\u0022 said SCP Interim Chair Mustaque Ahamad. \u0022His inclusion in the inaugural ACM SIGSOFT Software Engineering Academy demonstrates the lasting impact of his research on building more reliable software systems.\u0022\u003C\/p\u003E\u003Cp\u003EThe inaugural class was selected from leaders whose contributions have already been widely recognized across the software engineering community, including ACM Fellows and recipients of ACM SIGSOFT\u0027s Outstanding Research Award. Beginning next year, new Academy members will be elected annually through a community nomination process.\u003C\/p\u003E\u003Cp\u003EDeMillo served as the founding chair of Georgia Tech\u0027s School of Cybersecurity and Privacy, the first school of its kind at a top research university. He previously served as the John P. Imlay Dean of the College of Computing and directed the Georgia Tech Information Security Center.\u003C\/p\u003E\u003Cp\u003EThroughout his career, DeMillo has held leadership positions across academia, industry, and government. He served as Hewlett-Packard\u0027s first chief technology officer, led computing research at Bell Communications Research, directed the Computer Research Division at the National Science Foundation, and led the Software Test and Evaluation Project in the Office of the Secretary of Defense.\u003C\/p\u003E\u003Cp\u003EHis research spans software engineering, cybersecurity, election security, and the societal impacts of digital technology. His 1979 paper, Social Processes and Proofs of Theorems and Programs, is widely regarded as a foundational work in software engineering and has been recognized as one of the 50 most influential papers in computer science.\u003C\/p\u003E\u003Cp\u003EIn addition to his research, DeMillo has helped shape higher education through the creation of Georgia Tech\u0027s Center for 21st Century Universities. He is a fellow of both the Association for Computing Machinery and the American Association for the Advancement of Science.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ERichard DeMillo, professor, founding chair of Georgia Tech\u0027s School of Cybersecurity and Privacy (SCP), and Charlotte B. and Roger C. Warren Chair of Computing, has been named to the inaugural class of the ACM SIGSOFT Software Engineering Academy.\u003C\/p\u003E\u003Cp\u003EDeMillo was among 80 computer scientists worldwide selected for the Academy\u0027s founding class and was the only Georgia Tech faculty member recognized.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Richard DeMillo has been named to the inaugural class of the ACM SIGSOFT Software Engineering Academy."}],"uid":"36253","created_gmt":"2026-07-14 19:00:53","changed_gmt":"2026-07-24 19:28:31","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-14T00:00:00-04:00","iso_date":"2026-07-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"673662":{"id":"673662","type":"image","title":"Georgia Tech Cybersecurity and Privacy Professor Rich DeMillo","body":null,"created":"1712679629","gmt_created":"2024-04-09 16:20:29","changed":"1712679629","gmt_changed":"2024-04-09 16:20:29","alt":"Georgia Tech Cybersecurity and Privacy Professor Rich DeMillo","file":{"fid":"257084","name":"Rich_DeMillo_08.jpg","image_path":"\/sites\/default\/files\/2024\/04\/09\/Rich_DeMillo_08.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/04\/09\/Rich_DeMillo_08.jpg","mime":"image\/jpeg","size":50395,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/04\/09\/Rich_DeMillo_08.jpg?itok=qBhdaP00"}}},"media_ids":["673662"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691208":{"#nid":"691208","#data":{"type":"news","title":"SCI Faculty Brings Human-Centered AI Expertise to International Fulbright Summit","body":[{"value":"\u003Cp\u003EA School of Computing Instruction (SCI) faculty member recently shared his expertise in computing education with to an international audience.\u003C\/p\u003E\u003Cp\u003ESCI Instructor \u003Cstrong\u003EPedro Guillermo Feij\u00f3o-Garc\u00eda\u0026nbsp;\u003C\/strong\u003Ewas selected by Fulbright Colombia to moderate the closing panel of the \u003Ca href=\u0022https:\/\/fulbright.edu.co\/en\/fulbright-reimagined-summit\/\u0022\u003EFulbright Reimagined Summit 2026: AI Horizons: Learning Pathways for Tomorrow.\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EHeld last month at Universidad del Norte in Barranquilla, Colombia, the summit convened scholars, educators, policymakers, and industry leaders to examine how artificial intelligence (AI) is transforming education, work, governance, and society.\u003C\/p\u003E\u003Cp\u003EFulbright Colombia invited Feij\u00f3o-Garc\u00eda to moderate the closing discussion, \u003Cem\u003EFrom Adopters to Architects: Professions of Tomorrow\u003C\/em\u003E, in recognition of \u003Ca href=\u0022https:\/\/sites.gatech.edu\/research\/sigcse-2026\/\u0022\u003Ehis research on human-AI interaction\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/sci-lecturer-presents-research-exploring-impostor-phenomenon-cs\u0022\u003Ehidden curriculum\u003C\/a\u003E in engineering and computer science education.\u003C\/p\u003E\u003Cp\u003E\u0022As a Fulbright alumnus, being invited to contribute to such an important event was an honor and a privilege,\u0022 Feij\u00f3o-Garc\u00eda said. \u0022Beyond the personal recognition, I viewed this opportunity as a meaningful platform to facilitate conversations around the future of education, technology, and workforce development.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom Computing Education to AI Futures\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAt Georgia Tech, Feij\u00f3o-Garc\u00eda directs \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/undergrads-earn-national-recognition-computing-research\u0022\u003Ethe People-Agents Research for Computing Education (PARCE) Laboratory\u003C\/a\u003E. His research examines the intersection of computing education, STEM learning, and AI, focusing on student preparedness, professional development, and the hidden curriculum- which he explains as the implicit skills and expectations that shape students\u0027 academic and career success.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFeij\u00f3o-Garc\u00eda says his perspective is shaped by years of work in computing education. During his master\u0027s studies in systems and computing engineering at Universidad de los Andes in Colombia, he explored ways to expand access to computing education through interactive programming environments. He went on to earn his Ph.D. in human-centered computing from the University of Florida, where he focused his research on computing education and human-centered AI.\u003C\/p\u003E\u003Cp\u003E\u0022AI is transforming how we learn, work, communicate, make decisions, and interact with one another,\u0022 Feij\u00f3o-Garc\u00eda said. \u0022As educators, we need to prepare students not only with technical competencies, but also with critical thinking, ethical reasoning, collaboration, and the ability to adapt.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPreparing Students for the Professions of Tomorrow\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ERather than viewing AI as a challenge for higher education, Feij\u00f3o-Garc\u00eda sees it as an opportunity for universities to rethink how they prepare students for an evolving workforce. He believes educators should help students develop the judgment to know when AI can enhance their work and when independent reasoning and human expertise are essential.\u003C\/p\u003E\u003Cp\u003E\u0022The conversation should not revolve around whether AI belongs in education, but rather how we integrate it responsibly and intentionally,\u0022 Feij\u00f3o-Garc\u00eda said.\u003C\/p\u003E\u003Cp\u003EHe also hopes students begin to think of AI not only as artificial intelligence, but as augmented intelligence. \u0022The goal should not be to replace human thinking, but to enhance it,\u0022 he said.\u003C\/p\u003E\u003Cp\u003EFeij\u00f3o-Garc\u00eda emphasized that AI should augment human capabilities rather than replace human judgment. Preparing students for an AI-driven workforce requires helping them understand when AI can support their work and when human reasoning, creativity, and expertise are essential.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStrengthening U.S.\u2013Colombia Collaboration\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe summit reinforced the value of collaboration among scholars, educators, policymakers, and industry leaders in advancing research and education. Earlier this year, Feij\u00f3o-Garc\u00eda participated in another Fulbright Colombia event focused on strengthening scientific collaboration between Colombia and the United States.\u003C\/p\u003E\u003Cp\u003EThe \u003Ca href=\u0022https:\/\/fulbrightspecialist.worldlearning.org\/the-fulbright-program\u0022\u003EFulbright Program\u003C\/a\u003E, which operates in more than 160 countries worldwide, is the United States government\u2019s flagship international academic exchange program to support peaceful relations between the people of the U.S. and the people of other countries. Fulbright Colombia, the binational commission for educational exchange between the U.S. and Colombia, has supported academic and scientific collaboration between the two countries since 1957.\u003C\/p\u003E\u003Cp\u003EFeij\u00f3o-Garc\u00eda\u2019s academic journey reflects the impact of these collaborations. The Fulbright Program supported his doctoral studies in the United States, and he continues to build connections between Colombia and the U.S. through his work at Georgia Tech.\u003C\/p\u003E\u003Cp\u003E\u0022Scientific diplomacy is built on people,\u0022 Feij\u00f3o-Garc\u00eda said. \u0022Events like the Fulbright Reimagined Summit provide the environment where trust is established, ideas are exchanged, and collaborations begin.\u0022\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA School of Computing Instruction (SCI) faculty member recently shared his expertise in computing education with a distinguished to an international audience.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A School of Computing Instruction (SCI) faculty member recently shared his expertise in computing education with a distinguished to an international audience."}],"uid":"36613","created_gmt":"2026-07-22 13:28:12","changed_gmt":"2026-07-24 12:06:56","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-24T00:00:00-04:00","iso_date":"2026-07-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680649":{"id":"680649","type":"image","title":"pedroheadshot1.jpg","body":null,"created":"1784726988","gmt_created":"2026-07-22 13:29:48","changed":"1784726988","gmt_changed":"2026-07-22 13:29:48","alt":"SCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda","file":{"fid":"264939","name":"pedroheadshot1.jpg","image_path":"\/sites\/default\/files\/2026\/07\/22\/pedroheadshot1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/22\/pedroheadshot1.jpg","mime":"image\/jpeg","size":1996917,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/22\/pedroheadshot1.jpg?itok=SexFD3bo"}},"680650":{"id":"680650","type":"image","title":"PedroFulbright1-copy.jpg","body":"\u003Cp\u003ESCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI.\u0026nbsp;\u003C\/p\u003E","created":"1784727329","gmt_created":"2026-07-22 13:35:29","changed":"1784727329","gmt_changed":"2026-07-22 13:35:29","alt":"SCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI. ","file":{"fid":"264940","name":"PedroFulbright1-copy.jpg","image_path":"\/sites\/default\/files\/2026\/07\/22\/PedroFulbright1-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/22\/PedroFulbright1-copy.jpg","mime":"image\/jpeg","size":81319,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/22\/PedroFulbright1-copy.jpg?itok=APEaoFfa"}},"680645":{"id":"680645","type":"image","title":"PedroFulbrightCopy2.jpg","body":"\u003Cp\u003ESCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI.\u0026nbsp;\u003C\/p\u003E","created":"1784726988","gmt_created":"2026-07-22 13:29:48","changed":"1784726988","gmt_changed":"2026-07-22 13:29:48","alt":"SCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI. ","file":{"fid":"264935","name":"PedroFulbrightCopy2.jpg","image_path":"\/sites\/default\/files\/2026\/07\/22\/PedroFulbrightCopy2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/22\/PedroFulbrightCopy2.jpg","mime":"image\/jpeg","size":89090,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/22\/PedroFulbrightCopy2.jpg?itok=KqWv8Ci8"}},"680646":{"id":"680646","type":"image","title":"PedroFulbrightCopy3.jpg","body":"\u003Cp\u003ESCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI.\u0026nbsp;\u003C\/p\u003E","created":"1784726988","gmt_created":"2026-07-22 13:29:48","changed":"1784726988","gmt_changed":"2026-07-22 13:29:48","alt":"SCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI. 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","file":{"fid":"264937","name":"PedroFulbrightCopy4.jpg","image_path":"\/sites\/default\/files\/2026\/07\/22\/PedroFulbrightCopy4.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/22\/PedroFulbrightCopy4.jpg","mime":"image\/jpeg","size":43596,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/22\/PedroFulbrightCopy4.jpg?itok=VKP3DilG"}},"680648":{"id":"680648","type":"image","title":"PedroFulbrightCopy5.jpg","body":null,"created":"1784726988","gmt_created":"2026-07-22 13:29:48","changed":"1784726988","gmt_changed":"2026-07-22 13:29:48","alt":"SCI faculty member Pedro Guillermo Feij\u00f3o-Garc\u00eda was selected by Fulbright Colombia to moderate the closing panel of the Fulbright Reimagined Summit on AI. ","file":{"fid":"264938","name":"PedroFulbrightCopy5.jpg","image_path":"\/sites\/default\/files\/2026\/07\/22\/PedroFulbrightCopy5.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/22\/PedroFulbrightCopy5.jpg","mime":"image\/jpeg","size":195416,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/22\/PedroFulbrightCopy5.jpg?itok=-btovN4l"}}},"media_ids":["680649","680650","680645","680646","680647","680648"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"42911","name":"Education"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"193866","name":"school of computing instruction"},{"id":"187812","name":"artificial intelligence (AI)"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691200":{"#nid":"691200","#data":{"type":"news","title":"College\u0027s Expanded GTSI Offering Showcases Creativity, Challenges Computing Myths","body":[{"value":"\u003Cp\u003EFor more than 100 rising 11th-grade students attending this year\u2019s Georgia Tech Summer Institute (GTSI), computing wasn\u0027t presented as a single career path or a fixed set of programming languages. Instead, students were able to explore the creative side of computing.\u003C\/p\u003E\u003Cp\u003EGTSI brings talented students from across the state to campus for a weeklong taste of college life.\u003C\/p\u003E\u003Cp\u003EAlong with learning about academic programs and scholarship opportunities, GTSI offers participating students \u2013 many from rural and under-resourced communities \u2013 hands-on STEM experiences.\u003C\/p\u003E\u003Ch3\u003EDiscovering a Different Side of Computing\u003C\/h3\u003E\u003Cp\u003EIn its second year of participating in \u003Ca href=\u0022https:\/\/expandedlearning.ceismc.gatech.edu\/summer-institute\u0022\u003EGTSI\u003C\/a\u003E, the College of Computing broadened its partnership with the \u003Ca href=\u0022https:\/\/www.ceismc.gatech.edu\/\u0022\u003ECenter for Education Integrating Science, Mathematics, and Computing (CEISMC)\u003C\/a\u003E this summer, offering two full-day, interactive experiences that integrated creativity and computational thinking.\u003C\/p\u003E\u003Cp\u003E\u0022The College of Computing first participated in 2025 and is excited to build on that partnership,\u0022 said\u0026nbsp;\u003Cstrong\u003EAneesah\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003EAllen\u003C\/strong\u003E, senior education outreach manager, who coordinated the College\u0027s involvement with CEISMC.\u003C\/p\u003E\u003Cp\u003E\u0022Our goal is to create a memorable experience that helps students see themselves in computing while learning new skills in a fun, engaging way.\u0022\u003C\/p\u003E\u003Ch3\u003EHands-On Learning, Real-World Connections\u003C\/h3\u003E\u003Cp\u003ETo achieve this goal, the GT Computing-led sessions gave GTSI students the opportunity to experiment with artificial intelligence (AI) and machine learning, explore physical computing, and discover how technology intersects with:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e111dd3c363a827cbd867e31bcb120568\u0022\u003EArts \u0026amp; entertainment\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e313fce5b8181446acaeffa8ec7e98ea2\u0022\u003ESports\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e26d1950e0579e4244d1bb53ea9b5c0d5\u0022\u003EInteractive media\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e09e4bef4a3cc1ba358cf2485d92edc7c\u0022\u003EAnd more\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003ESababu\u003C\/strong\u003E \u003Cstrong\u003EBarashango\u003C\/strong\u003E and \u003Cstrong\u003ETerry\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003EFoster\u003C\/strong\u003E, CS instructional specialists and research associates at the College\u2019s \u003Ca href=\u0022https:\/\/constellations.gatech.edu\/\u0022\u003EConstellation Center for Education in Computing\u003C\/a\u003E, along with \u003Cstrong\u003ECedric\u003C\/strong\u003E\u0026nbsp;\u003Cstrong\u003EStallworth\u003C\/strong\u003E, GT Computing assistant dean for outreach, led the College\u2019s participation in this year\u2019s GTSI.\u003C\/p\u003E\u003Cp\u003EFor Barashango, the interactive sessions \u2013 focused on \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/degree-programs\/bachelor-science-computer-science\u0022\u003Ecomputer science (CS)\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/degree-programs\/bachelor-science-computational-media\u0022\u003Ecomputational media (CM)\u003C\/a\u003E \u2013 were designed to broaden students\u0027 understanding of what computing can be.\u003C\/p\u003E\u003Cp\u003E\u0022The College of Computing and its Constellations Center for Education in Computing are partnering with CEISMC to help high school students understand the many possibilities computer science and computational media offer,\u0022 said Barashango. \u0022The students were deeply engaged in the interactive sessions.\u003C\/p\u003E\u003Cp\u003E\u0022The content ranged from an introductory icebreaker using Google Maps and pixel art to block coding and physical computing, and finally to AI and machine learning.\u0022\u003C\/p\u003E\u003Cp\u003EAlong with presenting computing\u2019s creative side and emphasizing hands-on participation, the GT Computing-led sessions were designed to challenge long-held assumptions about who belongs in computing and what skills the field requires.\u003C\/p\u003E\u003Cp\u003E\u0022The experiences in our sessions directly challenge the myth that you can\u0027t be both creative and logical,\u0022 Barashango said.\u003C\/p\u003E\u003Ch3\u003EExpanding Students\u0027 View of Computing\u003C\/h3\u003E\u003Cp\u003EFoster believes that introducing students to all aspects of computing before they make decisions about college can help them see opportunities well beyond what they might have considered.\u003C\/p\u003E\u003Cp\u003E\u0022Learning about CS and CM pathways broadens their view of computing and allows them to apply computing in fields they care about,\u0022 Foster said.\u003C\/p\u003E\u003Cp\u003EHe pointed to computational media as an especially powerful gateway because it integrates technical and creative thinking.\u003C\/p\u003E\u003Cp\u003E\u0022When speaking specifically about CM, which is an excellent entry point into computing, students can be both creative and technical, not just one or the other,\u0022 Foster said.\u003C\/p\u003E\u003Cp\u003EThe GT Computing-led sessions also encouraged students to think beyond traditional technology careers.\u003C\/p\u003E\u003Cp\u003E\u0022One of the key messages we shared with students was that earning a computer science degree does not mean they have to become software engineers,\u0022 Foster said.\u003C\/p\u003E\u003Cp\u003E\u0022We emphasized the wide range of computing careers available, including fields such as sports technology, film production, and interactive media, in which CS and CM skills are highly valued.\u0022\u003C\/p\u003E\u003Ch3\u003EBuilding Tomorrow\u0027s Computing Workforce\u003C\/h3\u003E\u003Cp\u003EDespite the success of the College\u2019s GTSI session, Barashango recognizes that the goal of helping students see themselves in computing extends beyond a single summer program.\u003C\/p\u003E\u003Cp\u003E\u201cIntroducing students to computational thinking early can help prepare them for whatever path they choose,\u201d he said. \u0022Regardless of their career choices, their lives will continue to be affected by and integrated with computer science.\u201d\u003C\/p\u003E\u003Cp\u003E\u0022If they do not develop computational thinking and skills, they will be left behind in the technology and wealth gap.\u0022\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EIn its second year participating in GTSI, the College of Computing broadened its partnership with the Center for Education Integrating Science, Mathematics, and Computing (CEISMC) this summer by offering two full-day, interactive experiences that integrated creativity and computational thinking. The goal of the expanded offering is to create a memorable experience that helps GT Summer Institute students see themselves in computing while learning new skills in a fun, engaging way.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"GT Computing is combining creativity and computational thinking to help Georgia high school students reconsider what computing is all about."}],"uid":"32045","created_gmt":"2026-07-21 18:18:22","changed_gmt":"2026-07-22 01:29:41","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-22T00:00:00-04:00","iso_date":"2026-07-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680639":{"id":"680639","type":"image","title":"GT Computing\u0027s Sababu Barashango (top) monitors a student\u0027s progress during an interactive session that\u0027s part of the 2026 Georgia Tech Summer Institute.","body":"\u003Cp\u003EPhoto by Terence Rushin\/GT Computing: GT Computing\u0027s Sababu Barashango (top) monitors a student\u0027s progress during an interactive session that\u0027s part of the 2026 Georgia Tech Summer Institute.\u003C\/p\u003E","created":"1784659267","gmt_created":"2026-07-21 18:41:07","changed":"1784659267","gmt_changed":"2026-07-21 18:41:07","alt":"GT Computing\u0027s Sababu Barashango (top) monitors a student\u0027s progress during an interactive session that\u0027s part of the 2026 Georgia Tech Summer Institute.","file":{"fid":"264928","name":"GTComputing-2026-GTSI-session-1.jpg","image_path":"\/sites\/default\/files\/2026\/07\/21\/GTComputing-2026-GTSI-session-1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/21\/GTComputing-2026-GTSI-session-1.jpg","mime":"image\/jpeg","size":167818,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/21\/GTComputing-2026-GTSI-session-1.jpg?itok=7rWdoPLf"}},"680640":{"id":"680640","type":"image","title":"GT Computing Assistant Dean for Outreach Cedric Stallworth (right) is a longstanding advocate of sharing the creative side of computing with high school students.","body":"\u003Cp\u003EPhoto by Terence Rushin\/GT Computing: College of Computing Assistant Dean for Outreach Cedric Stallworth is a longstanding advocate of sharing the creative side of computing with high school students.\u003C\/p\u003E","created":"1784659547","gmt_created":"2026-07-21 18:45:47","changed":"1784659547","gmt_changed":"2026-07-21 18:45:47","alt":"GT Computing Assistant Dean for Outreach Cedric Stallworth (right) is a longstanding advocate of sharing the creative side of computing with high school students.","file":{"fid":"264929","name":"GTComputing-2026-GTSI-Session-2.jpg","image_path":"\/sites\/default\/files\/2026\/07\/21\/GTComputing-2026-GTSI-Session-2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/21\/GTComputing-2026-GTSI-Session-2.jpg","mime":"image\/jpeg","size":146757,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/21\/GTComputing-2026-GTSI-Session-2.jpg?itok=pQjpWlgo"}},"680641":{"id":"680641","type":"image","title":"GT Computing\u0027s Terry Foster (right) helped to develop the College\u0027s expanded offering for the 2026 Georgia Tech Summer Institute.","body":"\u003Cp\u003EPhoto by Terence Rushin\/GT Computing: GT Computing\u0027s Terry Foster (right) helped to develop the College\u0027s expanded offering for the 2026 Georgia Tech Summer Institute.\u003C\/p\u003E","created":"1784659778","gmt_created":"2026-07-21 18:49:38","changed":"1784659778","gmt_changed":"2026-07-21 18:49:38","alt":"GT Computing\u0027s Terry Foster (right) helped to develop the College\u0027s expanded offering for the 2026 Georgia Tech Summer Institute.","file":{"fid":"264930","name":"GTComputing-2026-GTSI-Session-3.jpg","image_path":"\/sites\/default\/files\/2026\/07\/21\/GTComputing-2026-GTSI-Session-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/21\/GTComputing-2026-GTSI-Session-3.jpg","mime":"image\/jpeg","size":107567,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/21\/GTComputing-2026-GTSI-Session-3.jpg?itok=1NmxO938"}}},"media_ids":["680639","680640","680641"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"606703","name":"Constellations Center"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194611","name":"State Impact"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"194637","name":"Georgia Tech Summer Institute"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"411","name":"CEISMC"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBen Snedeker\u003C\/p\u003E\u003Cp\u003ESr. Communications Manager\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E\u003Cp\u003Ealbert.snedeker@cc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690809":{"#nid":"690809","#data":{"type":"news","title":"Research Gets to the Core of AI Drone Crashes","body":[{"value":"\u003Cp\u003EA drone powered by artificial intelligence crashes in a remote field, destroying its onboard computer and leaving investigators without the data needed to determine whether a cyberattack caused the failure.\u003C\/p\u003E\u003Cp\u003EResearchers at Georgia Tech say they have developed a system to help answer that question.\u003C\/p\u003E\u003Cp\u003EKnown as FIRA, the tool analyzes drone crashes to determine whether they were caused by tampered machine-learning (ML) models. The team will present its findings at the \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003E35th USENIX Security Symposium\u003C\/a\u003E in August.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe research addresses a growing safety challenge as drones are increasingly used for deliveries, infrastructure inspections, and agriculture.\u003C\/p\u003E\u003Cp\u003EAs drones rely more on machine learning to navigate and make decisions, they also become vulnerable to model poisoning attacks. In these attacks, adversaries manipulate an AI system during its learning phase, embedding hidden triggers that can cause failures under specific conditions.\u003C\/p\u003E\u003Cp\u003E\u201cMachine learning drones are making more decisions in flight, which makes ML a safety-critical component of these systems,\u201d said\u0026nbsp;\u003Cstrong\u003EYizhi Huang\u003C\/strong\u003E, Ph.D. student and lead researcher on the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhen something goes wrong, investigators need a way to ask whether the model was responsible, but the model is the part of the system that no one can examine after a crash.\u0026nbsp;FIRA\u0026nbsp;gives investigators a way to investigate these cases by reconstructing what the model was doing during the crash. As more drones run with ML, this kind of forensic capability can help drones be used more effectively and safely.\u201d\u003C\/p\u003E\u003Cp\u003EWhen a drone crashes, investigators must determine whether the cause was malicious interference, weather, or mechanical failure. Without reliable forensic tools, accountability is difficult to establish, and safety standards are harder to enforce.\u003C\/p\u003E\u003Cp\u003EFIRA identifies how drone components interact with machine learning models and monitors those interactions in real time, even with limited bandwidth.\u003C\/p\u003E\u003Cp\u003EThe system functions like a flight recorder, capturing key system activity and reconstructing a timeline after a crash. It then analyzes the model\u2019s behavior to determine whether a malicious trigger was introduced via poisoned ML training data.\u003C\/p\u003E\u003Cp\u003EIn tests across multiple drone platforms and crash scenarios, FIRA identified failure causes and distinguished cyberattacks from environmental or mechanical issues.\u003C\/p\u003E\u003Cp\u003EThe system does not require access to a drone\u2019s source code, making it practical for real-world investigations.\u003C\/p\u003E\u003Cp\u003E\u201cAs commercial drone use expands, tools like FIRA could help improve accountability and trust in AI-powered systems operating in public airspace,\u201d said\u0026nbsp;Huang.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usenix.org\/system\/files\/conference\/usenixsecurity26\/sec26_prepub_huang-yizhi.pdf\u0022\u003E\u003Cem\u003EFIRA: Enabling Automatic Forensic Investigation of Unmanned Aerial Vehicles\u003C\/em\u003E\u003C\/a\u003E was led by Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Lab\u003C\/a\u003E in cooperation with the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Security Lab\u003C\/a\u003E. These labs reside in the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computing Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA drone powered by artificial intelligence crashes in a remote field, destroying its onboard computer and leaving investigators without the data needed to determine whether a cyberattack caused the failure.\u003C\/p\u003E\u003Cp\u003EResearchers at Georgia Tech say they have developed a system to help answer that question.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech say they have developed a system to determine whether a cyberattack caused drone crashes."}],"uid":"36253","created_gmt":"2026-06-18 17:56:23","changed_gmt":"2026-07-16 18:35:19","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-18T00:00:00-04:00","iso_date":"2026-06-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"660599":{"id":"660599","type":"image","title":"CyFI Lab Sign","body":null,"created":"1661532564","gmt_created":"2022-08-26 16:49:24","changed":"1661532564","gmt_changed":"2022-08-26 16:49:24","alt":"Sign reading Cyber Forensics Innovation Laboratory The CyFI Lab","file":{"fid":"250302","name":"SCP August 2022-66.png","image_path":"\/sites\/default\/files\/images\/SCP%20August%202022-66.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/SCP%20August%202022-66.png","mime":"image\/png","size":9087261,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/SCP%20August%202022-66.png?itok=7KS9Gbz_"}}},"media_ids":["660599"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690918":{"#nid":"690918","#data":{"type":"news","title":"World Cup Demand Highlights Georgia Tech Startup\u2019s Ticketing Solution ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EAs fans around the world search for tickets to FIFA World Cup 2026 matches, a team of Georgia Tech students is working to make buying tickets to major events less stressful and more transparent.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDoorTix, a startup ticket-buying concierge founded by computer science major \u003Cstrong\u003EArayna Saxena\u003C\/strong\u003E, industrial engineering major \u003Cstrong\u003EShinhai Chen\u003C\/strong\u003E, and mechanical engineering major \u003Cstrong\u003EDhruv Narang\u003C\/strong\u003E, helps users navigate the increasingly complex world of event ticketing. Earlier this year, the startup earned \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/teams-cs-students-capture-2026-georgia-tech-inventure-prize-win-laurels-peoples-choice-award\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ethe People\u2019s Choice Award at Georgia Tech\u2019s InVenture Prize competition\u003C\/a\u003E for its approach to combating dynamic pricing and improving access to live events.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EThe Problem\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhether fans are trying to attend a sporting event or a concert, the team says that securing tickets often means navigating fluctuating prices, limited inventory, hidden fees, and the risk of scams.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cBuying tickets today can feel like entering a maze with a timer running,\u201d Saxena said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cPrices change, listings disappear, fees show up late, and fans often feel like they need to be experts just to get into the event they care about.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow DoorTix Works\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDoorTix was built from that frustration. Instead of requiring users to constantly monitor multiple ticket marketplaces, the platform tracks listings across sites and automatically purchases tickets when they meet a user\u2019s target price.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe system is designed to respond to dynamic pricing and automated purchasing bots that can cause ticket costs to shift rapidly across platforms.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThat gives fans fair and predictable access without the guesswork,\u201d Saxena said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe wanted to build something that brings the human side back into ticketing, something that feels less like fighting an algorithm and more like having someone in your corner.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EThe World Cup: A Global Test Case\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe World Cup tournament is a high-profile example of the problem DoorTix is designed to solve. With global demand and limited availability, the tournament reflects the same challenges seen across major live events.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWhen fans are trying to attend something as massive as the World Cup, the stakes are higher. The excitement is higher. The confusion is also higher,\u201d Saxena said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThat is exactly where DoorTix can be useful. The World Cup gives us a real, high-pressure use case for what we are building.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EFrom Idea to Startup\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe idea for DoorTix began with a simple observation: buying tickets often creates more stress than excitement.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs a computer science student, Saxena has helped translate that idea into a working product, balancing technical development with user experience design.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u201cA lot of the work is not just \u2018write code and ship it.\u2019 It\u2019s asking what the user needs, where they\u2019re confused, and how we can make a complex process feel simple.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThrough \u003Ca href=\u0022https:\/\/create-x.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorgia Tech\u2019s CREATE-X Startup Launch program\u003C\/a\u003E, the team has tested assumptions, gathered customer feedback, and refined its business model as it develops the product.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThey\u2019ve already seen real customer demand, and now the focus is on improving the experience and making it more scalable. Long-term, the founders envision DoorTix continuing to be a trusted ticket-buying concierge for high-demand events.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe\u2019re not just helping someone buy a seat. We\u2019re helping them get to a once-in-a-lifetime memory.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EAs fans around the world search for tickets to FIFA World Cup 2026 matches, a team of Georgia Tech students is working to make buying tickets to major events less stressful and more transparent.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"As fans around the world search for tickets to FIFA World Cup 2026 matches, a team of Georgia Tech students is working to make buying tickets to major events less stressful and more transparent. "}],"uid":"36613","created_gmt":"2026-06-25 18:20:42","changed_gmt":"2026-07-16 18:34:53","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-25T00:00:00-04:00","iso_date":"2026-06-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680519":{"id":"680519","type":"image","title":"doortix2.jpeg","body":null,"created":"1782487995","gmt_created":"2026-06-26 15:33:15","changed":"1782488019","gmt_changed":"2026-06-26 15:33:39","alt":"DoorTix","file":{"fid":"264792","name":"doortix2.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/26\/doortix2.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/26\/doortix2.jpeg","mime":"image\/jpeg","size":373967,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/26\/doortix2.jpeg?itok=nrgX04gV"}},"680514":{"id":"680514","type":"image","title":"DoorTix-2026-InVenture-Prize-People-s-Choice.jpg","body":"\u003Cp\u003EThe founders of DoorTix won the People\u0027s Choice Award at the Inventure Prize Competition for their approach to combating dynamic pricing and improving access to live events.\u0026nbsp;\u003C\/p\u003E","created":"1782411656","gmt_created":"2026-06-25 18:20:56","changed":"1782411656","gmt_changed":"2026-06-25 18:20:56","alt":"DoorTix","file":{"fid":"264787","name":"DoorTix-2026-InVenture-Prize-People-s-Choice.jpg","image_path":"\/sites\/default\/files\/2026\/06\/25\/DoorTix-2026-InVenture-Prize-People-s-Choice.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/25\/DoorTix-2026-InVenture-Prize-People-s-Choice.jpg","mime":"image\/jpeg","size":89696,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/25\/DoorTix-2026-InVenture-Prize-People-s-Choice.jpg?itok=5T_boJ3j"}},"680515":{"id":"680515","type":"image","title":"Image-6-24-26-at-3.55-PM.jpeg","body":"\u003Cp\u003EDoorTix founders attended the World Cup.\u003C\/p\u003E","created":"1782412104","gmt_created":"2026-06-25 18:28:24","changed":"1782412104","gmt_changed":"2026-06-25 18:28:24","alt":"DoorTix founders attended the World Cup.","file":{"fid":"264788","name":"Image-6-24-26-at-3.55-PM.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/25\/Image-6-24-26-at-3.55-PM.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/25\/Image-6-24-26-at-3.55-PM.jpeg","mime":"image\/jpeg","size":607566,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/25\/Image-6-24-26-at-3.55-PM.jpeg?itok=jrzRm356"}},"680516":{"id":"680516","type":"image","title":"IMG_2335.jpeg","body":"\u003Cp\u003EDoorTix founders attended the World Cup.\u003C\/p\u003E","created":"1782412104","gmt_created":"2026-06-25 18:28:24","changed":"1782412104","gmt_changed":"2026-06-25 18:28:24","alt":"DoorTix founders attended the World Cup.","file":{"fid":"264789","name":"IMG_2335.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/25\/IMG_2335.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/25\/IMG_2335.jpeg","mime":"image\/jpeg","size":187431,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/25\/IMG_2335.jpeg?itok=FxyXoQhp"}}},"media_ids":["680519","680514","680515","680516"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"134","name":"Student and Faculty"},{"id":"193158","name":"Student Competition Winners (academic, innovation, and research)"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"195155","name":"World Cup 2026"},{"id":"195177","name":"World Cup Atlanta"},{"id":"654","name":"College of Computing"},{"id":"58331","name":"College of Engineering; school of mechanical engineering; engineering"},{"id":"1191","name":"industrial engineering"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:emily.smith@cc.gatech.edu\u0022\u003EEmily Smith\u003C\/a\u003E\u003Cbr\u003EGeorgia Tech College of Computing\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691079":{"#nid":"691079","#data":{"type":"news","title":"Professor Receives Third Test of Time Honor in Three Years","body":[{"value":"\u003Cp\u003EProfessor \u003Ca href=\u0022https:\/\/moin.cc.gatech.edu\u0022\u003EMoinuddin Qureshi\u003C\/a\u003E received the ACM SIGARCH\/IEEE-CS TCCA Influential ISCA Paper Award at the \u003Ca href=\u0022https:\/\/iscaconf.org\/isca2026\/\u0022\u003EInternational Symposium on Computer Architecture\u003C\/a\u003E (ISCA 2026) on June 30.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPresented annually, the ISCA Influential Paper Award recognizes a standout paper from the ISCA Conference 18-22 years prior. Winning papers are those which have demonstrated \u201cthe most impact on the field (in terms of research, development, products or ideas) during the intervening years.\u201d\u003C\/p\u003E\u003Cp\u003EThe awarded paper, \u003Cem\u003EAdaptive Insertion Policies for High-Performance Caching\u003C\/em\u003E, has been highly influential in cache replacement research. As a Ph.D. student at the University of Texas at Austin, Qureshi co-authored the paper with his advisor Yale Patt and collaborators from Intel, including Aamer Jaleel, Simon Steely, and Joel Emer.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019ve been working on memory systems for 20 years and if I had to pick one favorite paper, it would be this one,\u201d Qureshi said. \u201cBoth because of the simplicity of the solution and for the impact it had.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhen the paper was published at ISCA 2007, on-chip cache sizes were growing but still managed almost exclusively by the\u0026nbsp;Least Recently Used (LRU) replacement policy.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe paper showed that more than half of the lines in cache were discarded before they could be used under LRU policy and that this happened because the workloads being run were larger than the cache size. The team came up with a simple solution of modifying the \u201cInsertion Policy\u201d, such that the incoming lines were inserted at the LRU position instead of the MRU position, thus protecting the cache from thrashing patterns. The problem was that some workloads benefited from this policy while others were hurt by it.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EInstead of applying one policy across the whole cache, their solution dynamically tested two small segments against each other, each running a different policy. Whichever policy had fewer cache misses was applied to the entire cache. They named this technique Set Dueling.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EQureshi clearly remembers the moment he knew this paper would be important. He was up late working on the project when he ran the final simulation with the solution.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI was so excited that I just didn\u2019t sleep that night. I knew that the solution would get incorporated and it would change how people think about caching. I could not wait to share the results with my collaborators\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESet Dueling has since become a common technique for choosing between two competing policies when neither wins on all workloads. With close to 1,000 citations, the paper has greatly influenced research on cache optimization.\u003C\/p\u003E\u003Cp\u003EThis recognition is Qureshi\u2019s third test-of-time honor. In 2024, he received one at the IEEE\/ACM International Symposium on Microarchitecture, for his work on Multi-core Cache Partitioning and in 2025, at the IEEE\/IFIP International Conference on Dependable Systems and Networks, for his work on DRAM Reliability.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EQureshi said that his goal in working in computer architecture is to have an industry impact.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s very gratifying to see that the ideas that we developed a decade or two decades ago are having an impact and being incorporated,\u201d Qureshi said. \u201cAs a researcher, these are the best awards you can have because it serves as a validation that the work you\u2019ve done is valuable to both industry and follow-up research.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EProfessor \u003Ca href=\u0022https:\/\/moin.cc.gatech.edu\u0022\u003EMoinuddin Qureshi\u003C\/a\u003E received the ACM SIGARCH\/IEEE-CS TCCA Influential ISCA Paper Award at the \u003Ca href=\u0022https:\/\/iscaconf.org\/isca2026\/\u0022\u003EInternational Symposium on Computer Architecture\u003C\/a\u003E (ISCA 2026) on June 30. The awarded paper, \u003Cem\u003EAdaptive Insertion Policies for High-Performance Caching\u003C\/em\u003E, has been highly influential in cache replacement research.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Professor Moinuddin Qureshi received the ACM SIGARCH\/IEEE-CS TCCA Influential ISCA Paper Award at the International Symposium on Computer Architecture (ISCA 2026) on June 30. "}],"uid":"36532","created_gmt":"2026-07-10 14:44:32","changed_gmt":"2026-07-16 18:33:44","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-10T00:00:00-04:00","iso_date":"2026-07-10T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680590":{"id":"680590","type":"image","title":"moin_isca.jpg","body":null,"created":"1783701216","gmt_created":"2026-07-10 16:33:36","changed":"1783701216","gmt_changed":"2026-07-10 16:33:36","alt":"moin","file":{"fid":"264869","name":"moin_isca.jpg","image_path":"\/sites\/default\/files\/2026\/07\/10\/moin_isca.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/10\/moin_isca.jpg","mime":"image\/jpeg","size":163890,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/10\/moin_isca.jpg?itok=hFw3xbfW"}}},"media_ids":["680590"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"}],"keywords":[{"id":"182764","name":"microarchitecture"},{"id":"175184","name":"computer architecture"},{"id":"170453","name":"Test of Time Award"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:morgan.usry@cc.gatech.edu\u0022\u003EMorgan Usry\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003EGeorgia Tech College of Computing\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691044":{"#nid":"691044","#data":{"type":"news","title":"Researchers Use GeoGuessr Champion to Test Geolocation Accuracy in VLMs","body":[{"value":"\u003Cp\u003EThe house in the distance, with a red, hip-shaped roof and white walls, tells Radu Casapu that this place is probably somewhere in Spain or Portugal.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe surrounding trees resemble those of a eucalyptus forest, which could indicate northern Portugal or the Spanish region of Galicia.\u003C\/p\u003E\u003Cp\u003EIt\u2019s the signposts on the road that give it away. They are flat and wide, which is common in Spain but not in Portugal.\u003C\/p\u003E\u003Cp\u003ECasapu, a master\u2019s student in Georgia Tech\u2019s School of City and Regional Planning, correctly reasons that the picture of a road he\u2019s looking at is in Galicia.\u003C\/p\u003E\u003Cp\u003EGive Casapu a photo, and he will likely be able to tell you where it was taken.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI start with infrastructure clues that are specific to a country, region, state or province,\u201d Casapu said. \u201cThey include roads or electricity poles, which often remain consistent throughout a country. Once you narrow down the country, you can use more specific factors like vegetation, specific landscapes, or architecture, because these are very nuanced. It\u2019s a top-down approach.\u201d\u003C\/p\u003E\u003Cp\u003EThis is why Casapu is the reigning\u0026nbsp;\u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2025\/09\/23\/georgia-tech-graduate-student-wins-geoguessr-world-championship\u0022\u003EGeoGussr World Champion\u003C\/a\u003E \u2014 and the ideal expert to test vision-language models (VLMs) on how good they are at geolocation.\u003C\/p\u003E\u003Cp\u003EGeoGuessr is a geography browser game launched in 2013 that invites players to guess the location of random Google Street View images. Casapu was already known as one of the top players in the world before he won the third annual GeoGussr World Championship in September.\u003C\/p\u003E\u003Cp\u003EAt the beginning of the spring 2025 semester, School of Interactive Computing professor James Hays reached out to Casapu and invited him to collaborate on a new project. Hays was looking to create a dataset to evaluate VLMs\u0027 geolocation ability and reasoning.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cVLMs are surprisingly good at geolocation right out of the box, even when they\u2019re not trained to be good at it,\u201d Hays said.\u003C\/p\u003E\u003Cp\u003EHays and his colleagues, associate professors Alan Ritter and Wei Xu, took issue with many AI companies claiming that the VLMs they were releasing were not good at geolocation.\u003C\/p\u003E\u003Cp\u003E\u201cWhen Open AI released GPT 4 Vision, there were privacy concerns about the model\u2019s ability to geolocate someone based on photos they\u2019ve shared on the internet,\u201d Ritter said. \u201cOpen AI said this wasn\u2019t a concern and claimed the model wasn\u2019t good at geolocation beyond being able to recognize a city or famous monument. We found that wasn\u2019t the case. These VLMs are state-of-the-art at image geolocation tasks.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EShow Your Work\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EHays and Ritter enlisted a team of some of the world\u2019s top geolocators. It consisted of Casapu, Joshua Diao, a master\u2019s student in computer science, and Tejas Santanam, a Ph.D. student in industrial engineering. They each received 500 images to geolocate.\u003C\/p\u003E\u003Cp\u003ETeam members recorded their reasons for each of their answers. The result was GeoRC, the first benchmark for VLM geolocation performance, consisting of 800 \u201cground truth\u201d reasoning chains.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHays and Ritter gave the same images to GPT 5, Gemini, Llama, and Qwen. The highest-performing model geolocated with 90% accuracy \u2014 not far off from the team\u2019s 96% score.\u003C\/p\u003E\u003Cp\u003EHowever, a major distinction showed up in the reasoning chains. While Casapu and Diao provided clear explanations for how they deduce each location, the VLMs either couldn\u2019t provide reasoning for their guesses or were vague in their answers.\u003C\/p\u003E\u003Cp\u003E\u201cThe research community has been demanding explanations from these models,\u201d Hays said. \u201cFor example, how do they know the location is in Italy?\u201d\u003C\/p\u003E\u003Cp\u003EHays has been researching this subject for almost 20 years. As a Ph.D. student at Carnegie Mellon University in 2008, he was the first researcher to take a machine learning approach to geolocation. He introduced a new algorithm that could estimate a geographic location from a single image.\u003C\/p\u003E\u003Cp\u003E\u201cWhen experts have audited these reasoning chains, we\u2019ve noted many suspicious or hallucinated attributes,\u201d he said. \u201cWhen they hallucinate a geographic property, why is it so often consistent with the correct guess?\u003C\/p\u003E\u003Cp\u003E\u201cI believe they\u2019re not revealing the true reasoning pathway that they used to determine the image was Italy. They\u2019re just implicitly recognizing that it was Italy for many reasons, then hunting for evidence to support that. Some of the things they say are true and supported by the image, and some are fabrications.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EPractice Partner\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003ECasapu said there may be only a handful of GeoGuessr players who can currently outperform some top-tier VLMs in geolocation, and it may not be long before no one can.\u003C\/p\u003E\u003Cp\u003E\u201cI think it could be more difficult playing against these models than playing against another human because a human has the possibility of making mistakes at the top level,\u201d Casapu said. \u201cIf a well-trained model has that level of consistency, that is far beyond a normal person, and it would be much more difficult to beat.\u201d\u003C\/p\u003E\u003Cp\u003EHe added that working with Hays and competing against a machine improved his skill level and provided valuable practice ahead of the world championship.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt helps to take a step back and see why you\u2019re making the guesses that you are,\u201d he said. \u201cSince then, I\u2019ve taken a more methodical approach to how I practice. Writing these things down is a great way to see what you know and see why you make the guesses that you do. It\u2019s been a great training tool.\u201d\u003C\/p\u003E\u003Cp\u003ECasapu will defend his title at the 2026 GeoGussr World Championship in September.\u003C\/p\u003E\u003Cp\u003EHays, Ritter, Xu, Casapu, Diao, and Santanm are all co-authors of a paper on GeoRC along with lead author Mohit Talrej and Ph.D. students Ethan Mendes and Jim Thannikary. The paper will be presented next week at the 64th Annual Meeting of the Association for Computational Linguistics (ACL) in San Diego.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers James Hays, Alan Ritter, and Wei Xu partnered with reigning GeoGuessr World Champion Radu Casapu and other top players to build GeoRC, the first benchmark evaluating how well vision-language models (VLMs) can geolocate images. They found LLMS are almost as good at geolocation as the world\u0027s best players, but they struggle to explain their reasoning.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers have developed what they believe is the strongest benchmark dataset on measuring the geolocation accuracy of LLMs."}],"uid":"36530","created_gmt":"2026-07-06 17:43:39","changed_gmt":"2026-07-16 18:30:54","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-06T00:00:00-04:00","iso_date":"2026-07-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680557":{"id":"680557","type":"image","title":"_DSC7175.JPG","body":null,"created":"1783359838","gmt_created":"2026-07-06 17:43:58","changed":"1783359838","gmt_changed":"2026-07-06 17:43:58","alt":"Radu Casapu","file":{"fid":"264834","name":"_DSC7175.JPG","image_path":"\/sites\/default\/files\/2026\/07\/06\/_DSC7175.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/06\/_DSC7175.JPG","mime":"image\/jpeg","size":122620,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/06\/_DSC7175.JPG?itok=vNYr-PmK"}}},"media_ids":["680557"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"193158","name":"Student Competition Winners (academic, innovation, and research)"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"193556","name":"large language models"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ndeen6@gatech.edu\u0022\u003ENathan Deen\u003C\/a\u003E\u003Cbr\u003ECollege of Computing\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691127":{"#nid":"691127","#data":{"type":"news","title":"College Honors GT 40 Under 40 Alumni","body":[{"value":"\u003Cp\u003EThe College of Computing has three Innovators, entrepreneurs, and changemakers among the Georgia Tech Alumni\u0026nbsp;\u003Cem\u003E40 Under 40\u003C\/em\u003E\u0026nbsp;Class of 2026.\u003C\/p\u003E\u003Cp\u003EThe alumni on the list were chosen by the Georgia Tech Alumni Association. The\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gtalumni.org\/40-under-40\/default.html\u0022\u003E\u003Cstrong\u003Eannouncement\u003C\/strong\u003E\u0026nbsp;\u003C\/a\u003Ewas made on July 15. Representing the College this year are:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e1fb50087d17bea3ec6b4be19edee2044\u0022\u003E\u003Cstrong\u003EMax Mahdi Roozbahani (MS CE \u201816, MS CSE \u201816, PhD CSE \u201819\u003C\/strong\u003E), \u003Cstrong\u003ESenior Lecturer,\u003C\/strong\u003E School of Computing Instruction. He is also the founder, president, and CTO of Filio, an AI-powered visual documentation platform that began through CREATE-X. His work connects large-scale computing education, entrepreneurship, and applied AI for construction, engineering, and infrastructure. At Georgia Tech, Roozbahani teaches machine learning, data and visual analytics, and natural language processing while mentoring students and teaching teams across campus and online programs. Through Filio, he helps organizations turn field media into documentation and reporting tools used by thousands of professionals nationwide. His teaching honors include the Class of 1940 W. Roane Beard Outstanding Teacher Award and the College of Computing Dean\u2019s Award in 2026.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e047722b8b7e4345b12be796962357439\u0022\u003E\u003Cstrong\u003EKourtney R. Wright (CS \u201815, MS CS \u201923),\u0026nbsp;Senior Director, CIAM Operations\u003C\/strong\u003E, Equifax. A California native, Kourtney R. Wright is currently based in Atlanta, working as a senior director of operations at Equifax. She is a two-time Georgia Tech graduate, having earned a bachelor\u2019s in computer science in 2015 and a master\u2019s in computer science in 2023. Wright currently serves as the secretary of the Georgia Tech Black Alumni Organization (BAO) and as a trustee for the Georgia Tech Alumni Association Board of Trustees. In addition to serving her alumni community, Wright has been recognized for her commitment to mentorship and advocacy for women in STEM, most recently by the Equifax BOLD Network as the 2025 Rising Star.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e5ed509f04b8d75cd4bb5a9ce86b20b81\u0022\u003E\u003Cstrong\u003ESuo Yang (MS AE 14, MS CSE 15, PhD AE 17), Associate Professor\u003C\/strong\u003E, University of Minnesota. A distinguished Georgia Tech alumnus, he earned his PhD and master\u2019s in aerospace engineering, alongside a master\u2019s in computational science and engineering, followed by postdoctoral research at Princeton University. Yang has authored more than 100 publications and pioneered modeling for advanced aerospace propulsion. He has received four prestigious Department of Defense Young Investigator awards and the inaugural CSSCI Early Career Award. A leader in AIAA and education, Yang advances critical technologies for the U.S. Armed Forces and global energy industries while upholding Georgia Tech\u2019s legacy.\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e64839805911148f721404656369d7ff4\u0022\u003E\u003Cstrong\u003EAnqi Zhou (MS CSE \u201913), Senior Vice President, Head of Fair Lending Oversight \u0026amp; Analytics, \u003C\/strong\u003ETruist. Passionate about people and technology, Anqi Zou leads Fair Lending Oversight and Analytics at Truist, advancing fair treatment and access for tens of millions of consumers. Over her banking career, Zou has held roles spanning quantitative analytics, corporate investments, technical talent management, and AI innovation. She also serves on the boards of Big Brothers Big Sisters of Metro Atlanta, 21st Century Leaders, and the International Community School, where she champions access and opportunity for youth. Zou lives in metro Atlanta with her husband, Craig, and their two children, Alivia and Arnold, and enjoys using golf as a platform for connection, community, and impact. Zou holds a master\u2019s degree in computational science and engineering from Georgia Tech and a bachelor\u2019s from Wake Forest.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThe annual\u0026nbsp;\u003Cem\u003E40 Under 40\u003C\/em\u003E\u0026nbsp;program honorsTech graduates impacting every industry worldwide and work to improve the way we live, even in the early stages of their careers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EYou can learn more about this year\u2019s honorees at the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gtalumni.org\/40-under-40\/default.html\u0022\u003E40 under 40 website\u003C\/a\u003E, and through a\u0026nbsp;\u003Ca href=\u0022https:\/\/public.tableau.com\/views\/GTAlumni40Under402026\/dash?%3AshowVizHome=no\u0022\u003Evisualization of this year\u2019s class\u003C\/a\u003E on the same site.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe College of Computing has three Innovators, entrepreneurs, and changemakers among the Georgia Tech Alumni\u0026nbsp;\u003Cem\u003E40 Under 40\u003C\/em\u003E\u0026nbsp;Class of 2026.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The College of Computing has three Innovators, entrepreneurs, and changemakers among the Georgia Tech Alumni\u00a040 Under 40\u00a0Class of 2026."}],"uid":"36613","created_gmt":"2026-07-15 17:01:30","changed_gmt":"2026-07-15 19:31:34","author":"Emily Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-15T00:00:00-04:00","iso_date":"2026-07-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680616":{"id":"680616","type":"image","title":"40u.jpg","body":null,"created":"1784143867","gmt_created":"2026-07-15 19:31:07","changed":"1784143867","gmt_changed":"2026-07-15 19:31:07","alt":"40 under 40","file":{"fid":"264901","name":"40u.jpg","image_path":"\/sites\/default\/files\/2026\/07\/15\/40u.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/15\/40u.jpg","mime":"image\/jpeg","size":66133,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/15\/40u.jpg?itok=lYzoiUSX"}}},"media_ids":["680616"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"130","name":"Alumni"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"15050","name":"40 under 40"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691060":{"#nid":"691060","#data":{"type":"news","title":"Staffer Prioritizes Building School Culture","body":[{"value":"\u003Cp\u003EAround a table at \u003Ca href=\u0022https:\/\/studentcenter.gatech.edu\/paper-clay\u0022\u003EPaper and Clay\u003C\/a\u003E, Georgia Tech\u2019s on-campus pottery studio, the staff of the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP) gathered for one of its regular team-building exercises.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe outing, organized by Director of Research Operations \u003Cstrong\u003EMary Helen Hayes\u003C\/strong\u003E, is one of a series of activities designed to bring the school\u2019s staff together to foster close relationships between peers. Developing staff culture has been a priority for Hayes since she started at SCP in \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/external-news\/not-built-day-cybersecurity-and-privacy-school-increases-staff-five-fold\u0022\u003EJanuary 2024\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese types of events build trust and remove perceptions,\u201d she said. \u201cIt brings together leadership and employees to show that we are all rowing the boat together.\u201d\u003C\/p\u003E\u003Cp\u003ESoon after she was hired, Hayes attended a meeting to help shape SCP\u0027s culture. The fledgling school and its new staff had yet to develop a culture of their own, and Hayes saw an opportunity to draw on her experience planning staff outings to bring people together early on.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIt started with a staff retreat over lunch in 2024. Hayes built a playlist based on the staff\u2019s favorite songs, and the group played icebreakers. From that point forward, SCP staff outings included ceramic pumpkin painting contests, holiday ornament decoration, and more.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe school also sponsors a welcome breakfast each fall for SCP students and, more recently, \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/scp-food-drive\u0022\u003Ehosted a food drive\u003C\/a\u003E. Both organized by Hayes.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMary Helen has the rare talent to bring process improvements to life while bringing people together, creating lasting improvements that benefit SCP, the College of Computing, and the Institute,\u201d said School Administrative Officer \u003Cstrong\u003EJan Morian\u003C\/strong\u003E.\u003C\/p\u003E\u003Cp\u003EWhile staff culture has become one of Hayes\u0027 most visible contributions, it is only part of her impact on SCP. In her two and a half years at the school, she has launched training on research proposals, travel, and expenses. She has also established regular meetings among faculty, administrative, and finance staff and created methods to expedite undergraduate hiring and research proposal intake.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI have been at Georgia Tech for about 15 years now, and I looked back on my experience when coming up with new processes for the school,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBefore joining SCP, Hayes was a financial manager and administrator at several Georgia Tech departments. In 2024 she was hired by SCP as the assistant director for financial operations.\u003C\/p\u003E\u003Cp\u003ENow as director of research operations, Hayes supports 26 school faculty and oversees a team of four research administrators. She oversees all financial operations for the school including proposal development, sponsor compliance, post-award administration, financial reporting, and award closeout activities.\u003C\/p\u003E\u003Cp\u003EHayes runs a tight ship, a fact she will freely admit to. Her department is organized down to the filing system to keep everyone on the same page. Her team of four staff each bring their own strengths to the school\u2019s finances, and Hayes has made sure they are cross trained so there is coverage if someone is out.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI want to make sure my team can rely on each other,\u201d she said. \u201cI want them to be able to ask questions and admit if they don\u2019t know something.\u201d\u003C\/p\u003E\u003Cp\u003EJust as dedicated to the culture of her own team as she is with the overall, Hayes encourages her colleagues to engage in career development conferences and courses. She also was vocal\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Ein the job families effort to ensure her staff receive job titles that reflect their day-to-day responsibilities.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETo develop her own career further, Hayes is currently enrolled in the MBA program at Georgia Southern University through the \u003Ca href=\u0022https:\/\/benefits.usg.edu\/work-life\/tuition-assistance-program\u0022\u003ETuition Assistance Program\u003C\/a\u003E (TAP) offered to full-time employees by the University System of Georgia. She also received the \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/cybersecurity-school-takes-home-multiple-awards\u0022\u003EOutstanding Staff Leadership Award\u003C\/a\u003E from the College of Computing.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERather than waiting for challenges to arise, Hayes looks for opportunities to improve workflows before they become obstacles. She regularly gathers feedback from colleagues, refines procedures, and documents best practices to ensure knowledge is shared across the school instead of remaining with a single person.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESince joining the School of Cybersecurity and Privacy in 2024, Mary Helen Hayes has helped shape the school\u0027s culture while strengthening its research operations. She has organized regular team-building events, student welcome activities, and service projects to foster collaboration and trust among staff. Beyond building community, Hayes has streamlined administrative processes by launching training programs, improving proposal and hiring workflows, and establishing regular coordination between faculty and staff. As director of research operations, she oversees the school\u0027s financial and research administration, leads a cross-trained team, and emphasizes continuous improvement, professional development, and knowledge sharing to support SCP\u0027s long-term success.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"One staff member at the School of Cybersecurity and Privacy works overtime to ensure the culture at the school remains strong."}],"uid":"36253","created_gmt":"2026-07-07 17:25:55","changed_gmt":"2026-07-07 17:31:37","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-07T00:00:00-04:00","iso_date":"2026-07-07T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680571":{"id":"680571","type":"image","title":"Mary-Helen-Hayes-2-web-copy.jpg","body":null,"created":"1783445192","gmt_created":"2026-07-07 17:26:32","changed":"1783445192","gmt_changed":"2026-07-07 17:26:32","alt":"A woman standing against a table with her arms folded on the table top. ","file":{"fid":"264849","name":"Mary-Helen-Hayes-2-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/07\/07\/Mary-Helen-Hayes-2-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/07\/Mary-Helen-Hayes-2-web-copy.jpg","mime":"image\/jpeg","size":1709579,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/07\/Mary-Helen-Hayes-2-web-copy.jpg?itok=M6dwBn4y"}},"680570":{"id":"680570","type":"image","title":"CoC-Awards-Spring-2026_86A0049.jpg","body":null,"created":"1783445192","gmt_created":"2026-07-07 17:26:32","changed":"1783445192","gmt_changed":"2026-07-07 17:26:32","alt":"A man shakes hands with a woman who is holding a certificate","file":{"fid":"264848","name":"CoC-Awards-Spring-2026_86A0049.jpg","image_path":"\/sites\/default\/files\/2026\/07\/07\/CoC-Awards-Spring-2026_86A0049.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/07\/CoC-Awards-Spring-2026_86A0049.jpg","mime":"image\/jpeg","size":19616005,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/07\/CoC-Awards-Spring-2026_86A0049.jpg?itok=P_gtmU2i"}}},"media_ids":["680571","680570"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"129","name":"Institute and Campus"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691019":{"#nid":"691019","#data":{"type":"news","title":"Atlanta Tech Community Invited to Help Shape the Future of AI at Upcoming Summit","body":[{"value":"\u003Cp\u003ETwo A.M. Turing Award Laureates are among global computing experts traveling to Atlanta this summer for the\u0026nbsp;\u003Ca href=\u0022https:\/\/aisummit26.acm.org\/\u0022\u003Einaugural ACM AI Leadership Summit\u003C\/a\u003E. The summit is the first event of its kind organized by ACM, the Association for Computing Machinery.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/aisummit26.acm.org\/attendees\/registration\/\u0022\u003ERegistration is open\u003C\/a\u003E for the inaugural ACM AI Leadership Summit, taking place Aug. 31 through Sept. 2 at the Hyatt Regency Atlanta Hotel.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech and Atlanta-area college students, faculty, and others from the tech community interested in AI are invited to attend the summit to explore:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ef605e6b61bbbfd8ac7dece14f6ca0661\u0022\u003EEmerging AI technologies and agentic systems\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ee1e0bcdcf360ec28c7e48d2937e3c6d2\u0022\u003EGovernance and ethics\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e6fe4c233e207d76caae9ed8ed3cc6ce0\u0022\u003EWorkforce transformation\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e88dff9178ee15483fd8ce9cbac09e7ba\u0022\u003ECreative collaboration\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EIn addition to welcoming a wide range of perspectives on AI and society, the summit will serve as a venue for knowledge exchange, cross-sector dialogue, and community building among academia, industry, government, and other AI stakeholders.\u003C\/p\u003E\u003Cp\u003E\u201cArtificial intelligence is transforming every dimension of human knowledge, creativity, and collaboration,\u201d said ACM President-Elect\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/elisa-bertino-180905\/\u0022\u003E\u003Cstrong\u003EElisa Bertino\u003C\/strong\u003E\u003C\/a\u003E, co-chair of the summit\u2019s organizing committee.\u003C\/p\u003E\u003Cp\u003E\u201cThe ACM AI Leadership Summit will be a milestone event where the global computing community taps into the excitement of the moment while exploring the AI era from a whole range of perspectives.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGT Computing Helps Lead the Effort\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s College of Computing plays a key role in the summit. Several faculty members serve on the organizing committee.\u003C\/p\u003E\u003Cp\u003EGT Computing faculty organizers include\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/neha-kumar-4533161\/\u0022\u003E\u003Cstrong\u003ENeha Kumar\u003C\/strong\u003E\u003C\/a\u003E, general organizing co-chair;\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/markriedl\/\u0022\u003E\u003Cstrong\u003EMark Riedl\u003C\/strong\u003E\u003C\/a\u003E, program co-chair; and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/naveenakarusala\/\u0022\u003E\u003Cstrong\u003ENaveena Karusala\u003C\/strong\u003E\u003C\/a\u003E, communications co-chair. Dean of Computing\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/vsarkar\/\u0022\u003E\u003Cstrong\u003EVivek Sarkar\u003C\/strong\u003E\u003C\/a\u003E serves as the event\u2019s sponsorship chair.\u003C\/p\u003E\u003Cp\u003EAll are ACM members. Kumar, Riedl, and Karusala are faculty members in the School of Interactive Computing.\u003C\/p\u003E\u003Cp\u003E\u201cAtlanta is home to one of the nation\u0027s most dynamic technology communities, making this summit an unprecedented opportunity for our students, researchers, academics, and technology leaders to help shape the future of AI,\u201d said Kumar.\u003C\/p\u003E\u003Cp\u003E\u201cBy bringing together experts from academic, industry, and governance backgrounds, we\u0027re creating a space for exchanging ideas, forming partnerships, and engaging the next generation of AI leaders with the challenges and opportunities that will define the field for years to come.\u201d\u003C\/p\u003E\u003Cp\u003EIn addition to helping organize the summit, the College is hosting a reception on Aug. 30, following a daylong doctoral consortium titled \u003Cem\u003ENurturing Future AI Leaders\u003C\/em\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cThe summit reflects the growing need for cross-sector collaboration as AI technologies become increasingly influential across every aspect of society,\u201d said Sarkar.\u003C\/p\u003E\u003Cp\u003E\u201cIt is designed to foster dialogue, interdisciplinary collaboration, and practical action that advances AI for the public good.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETuring Award Laureates and AI Visionaries Take the Stage\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EACM A.M. Turing Award Laureates\u0026nbsp;\u003Ca href=\u0022https:\/\/amturing.acm.org\/award_winners\/barto_9471663.cfm\u0022\u003E\u003Cstrong\u003EAndrew Barto\u003C\/strong\u003E\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/amturing.acm.org\/award_winners\/lecun_6017366.cfm\u0022\u003E\u003Cstrong\u003EYann LeCun\u003C\/strong\u003E\u003C\/a\u003E are scheduled to participate in the summit. They\u2019re joined by Regents\u2019 Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/ellen-zegura-1752914\/\u0022\u003E\u003Cstrong\u003EEllen Zegura\u003C\/strong\u003E\u003C\/a\u003E and several other distinguished speakers on the summit\u2019s three-day main program.\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/aisummit26.acm.org\/program\/\u0022\u003Eprogram\u003C\/a\u003E also includes keynotes, panels, and interactive sessions examining frontier AI technologies, governance and ethics, and workforce transformation.\u003C\/p\u003E\u003Cp\u003EScheduled sessions include:\u003C\/p\u003E\u003Cul\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e85fe8fbfa5e8b3e8b729bace8d8c7151\u0022\u003E\u003Cem\u003ERethinking the Future: Frontier Models and Technologies for a New Era of AI\u003C\/em\u003E\u003C\/li\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e27d4f0be2137656b9ba36985aa5a393a\u0022\u003E\u003Cem\u003EAI and Scientific Discovery\u003C\/em\u003E\u003C\/li\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e5a9e5bb519d075a36aae5ccbe54ddb27\u0022\u003E\u003Cem\u003EResponsible and Ethical AI: Governance, Policy, Accountability, and Trust\u003C\/em\u003E\u003C\/li\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e293d121fce91eb7037c50bff16298808\u0022\u003E\u003Cem\u003EAI and the Creative Arts: Human\u2013AI Co-Creation and Cultural Transformation\u003C\/em\u003E\u003C\/li\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e9a6a4940a3b59aeccf801fbb28b5eae7\u0022\u003E\u003Cem\u003EAI and the Workforce: Augmentation, Reskilling, and the Future of Work\u003C\/em\u003E\u003C\/li\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e7845a7480f5429138a28e2b0b5a9e9e8\u0022\u003E\u003Cem\u003EAI in the Real World\u003C\/em\u003E\u003C\/li\u003E\u003Cli class=\u0022ck-list-marker-italic\u0022 data-list-item-id=\u0022e12a8cbe6f23385e87b6b7c5836eaf6f1\u0022\u003E\u003Cem\u003EAgentic AI: Autonomous Systems that Plan, Reason, and Act\u003C\/em\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EAdditional programming will feature special-interest-group (SIG) tracks focusing on AI for infrastructure and systems, software development, societal impact, and education.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EShowcasing Georgia Tech\u2019s Expanding AI Leadership\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe event coincides with the rapid expansion of AI research at Georgia Tech. College of Computing faculty and students are advancing work in\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/new-tool-teaches-responsible-ai-practices-when-using-large-language-models\u0022\u003Etrustworthy and responsible AI\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/robot-pollinator-could-produce-more-better-crops-indoor-farms\u0022\u003Erobotics\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/zoo-atlanta-elephants-embrace-new-gt-designed-interactive-enrichment-wall\u0022\u003Ecomputer vision\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/researchers-reach-new-ai-benchmark-computer-graphics\u0022\u003Enatural language processing\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/hospital-cyber-threats\u0022\u003Ecybersecurity\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/heart-doctors-describe-new-collaborative-planning-tool-extremely-beneficial\u0022\u003Ehealthcare applications\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/nsf-grant-funds-protein-research-drug-discovery-and-personalized-medicine\u0022\u003Escientific discovery\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/experts-say-life-long-learning-must-keep-pace-generative-ai\u0022\u003EAI-driven education\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EResearchers are also helping shape conversations about the societal implications of AI, including governance, ethics, transparency, and workforce development.\u003C\/p\u003E\u003Cp\u003EThat breadth of expertise aligns with the summit\u2019s mission to connect a spectrum of perspectives on the opportunities and challenges posed by AI.\u003C\/p\u003E\u003Cp\u003E\u201cBy convening experts from multiple disciplines and sectors, the summit aims to build a shared understanding of how AI can be developed and deployed responsibly while expanding human capability and strengthening society,\u201d said Kumar.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/aisummit26.acm.org\/attendees\/registration\/\u0022\u003ERegistration for the ACM AI Leadership Summit is open\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe College of Computing is playing a key organizational role in the upcoming inaugural ACM AI Leadership Summit.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The College of Computing is playing a key organizational role in the upcoming inaugural ACM AI Leadership Summit"}],"uid":"32045","created_gmt":"2026-07-01 18:03:09","changed_gmt":"2026-07-01 18:04:16","author":"Ben Snedeker","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-01T00:00:00-04:00","iso_date":"2026-07-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"676094":{"id":"676094","type":"image","title":"Klaus Advanded Computing Building_MG_9440 (2).jpg","body":null,"created":"1737582132","gmt_created":"2025-01-22 21:42:12","changed":"1737582132","gmt_changed":"2025-01-22 21:42:12","alt":"Klaus Advanded Computing Building","file":{"fid":"259812","name":"Klaus Advanded Computing Building_MG_9440 (2).jpg","image_path":"\/sites\/default\/files\/2025\/01\/22\/Klaus%20Advanded%20Computing%20Building_MG_9440%20%282%29_1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/01\/22\/Klaus%20Advanded%20Computing%20Building_MG_9440%20%282%29_1.jpg","mime":"image\/jpeg","size":321166,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/01\/22\/Klaus%20Advanded%20Computing%20Building_MG_9440%20%282%29_1.jpg?itok=ucr203Xd"}}},"media_ids":["676094"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"187812","name":"artificial intelligence (AI)"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"3047","name":"ACM"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBen Snedeker, Sr. Communications Mgr.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Computing\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690884":{"#nid":"690884","#data":{"type":"news","title":"ICSFlux: Using Physics to Uncover Cyberthreats ","body":[{"value":"\u003Cp\u003EThe factories, water utilities, and power systems that keep daily life running rest on the assumption that as long as no one breaks into the computers that run the equipment, the equipment stays safe.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELogically this makes sense and has been backed up by past security research. However, researchers at Georgia Tech have found hidden paths in cyber-physical systems that attackers can use to disrupt or even destroy them.\u003C\/p\u003E\u003Cp\u003ETo find these hidden paths before an attacker does, the researchers built a testing tool called ICSFlux. This new tool leans on the physics used by the industrial process and maps out the system to find new threats that were once thought impossible.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EICSFlux was deployed across 11 different programmable logic controllers in six industrial sectors, including chemical manufacturing, water treatment, power grids, aircraft, desalination, and waste processing. The process uncovered twenty genuine safety violations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn one case drawn from a chemical-plant simulation, an attack path uncovered by the tool drove a reactor past its safe pressure limit and into a simulated explosion. By using nothing but valid operator commands, the team took the reactor from a completely normal and stable state to critical territory.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBecause the method relies only on the physics of a process and not on the details of any one controller, the same tool worked across all six sectors without being rebuilt, and it reduced the search space by roughly 50%.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/sahinburak.github.io\/\u0022\u003E\u003Cstrong\u003EBurak Sahin\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student at Georgia Tech and the study\u0027s lead author, found that by sending a series of perfectly normal, fully authorized commands, intruders can slowly nudge a physical process toward a dangerous state.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese systems are usually judged safe as long as nobody hacks into them,\u0027\u0027 Sahin said. \u201cWhat we found is that an attacker who can send everyday commands, the same ones a normal operator sends, can patiently steer the process toward a failure. No single command looks wrong, which is exactly why the usual defenses miss it.\u0027\u0027\u003C\/p\u003E\u003Cp\u003EMost existing tools assume an attacker can rewire the controller or change the software inside it. In the real world, those controllers are locked down and cannot be touched. ICSFlux takes the opposite and more realistic view. It treats the controller as a sealed box that cannot be opened and works only with the commands an operator is normally allowed to send.\u003C\/p\u003E\u003Cp\u003ERather than measuring how much of a controller\u0027s software it has exercised, the usual yardstick for this kind of testing, ICSFlux measures how close the physical system is getting to an unsafe limit and steers its testing in that direction.\u003C\/p\u003E\u003Cp\u003E\u201cTwo different sensor readings can run through the exact same code and still send a reactor in completely different directions,\u0027\u0027 Sahin said. \u201cLooking only at the software tells you nothing about whether the physical system is safe. We had to follow the physics, not the code.\u0027\u0027\u003C\/p\u003E\u003Cp\u003EOne of the study\u0027s most important takeaways emerged when the researchers tightened the safety margins to see whether caution alone would help. Even when every command stayed within approved limits, the way the controller reacted to a steady stream of small adjustments could still cause pressure to overshoot and the reactor to fail. In other words, staying inside the rules was not always enough.\u003C\/p\u003E\u003Cp\u003EAll of the team\u0027s experiments were carried out on secured, controlled test beds. The work was conducted with Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Systems Security Lab\u003C\/a\u003E, whose research spans the security of cyber-physical systems from industrial programmable logic controllers to marine, automotive, and drone platforms. Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Laboratory\u003C\/a\u003E, a team of researchers who work together to further the investigation of advanced cyber crimes and the analysis and prevention of next-generation malware attacks, also contributed to the paper.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe labs are a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EFuzzing the Physical Space: Physics-Aware Testing of Black-Box Industrial Control Systems\u003C\/em\u003E\u0027 was accepted to the \u003Ca href=\u0022https:\/\/sp2026.ieee-security.org\/\u0022\u003E2026 IEEE Symposium on Security and Privacy\u003C\/a\u003E. In addition to Sahin, the team includes Ph.D. students \u003Cstrong\u003EDavid Oygenblik\u003C\/strong\u003E, \u003Cstrong\u003EMingxuan Yao\u003C\/strong\u003E, and \u003Cstrong\u003EYizhi Huang \u003C\/strong\u003Eas well as Associate Professors \u003Cstrong\u003EBrendan Saltaformaggio\u003C\/strong\u003E, and \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe factories, water utilities, and power systems that keep daily life running rest on the assumption that as long as no one breaks into the computers that run the equipment, the equipment stays safe.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELogically this makes sense and has been backed up by past security research. However, researchers at Georgia Tech have found hidden paths in cyber-physical systems that attackers can use to disrupt or even destroy them.\u003C\/p\u003E\u003Cp\u003ETo find these hidden paths before an attacker does, the researchers built a testing tool called ICSFlux. This new tool leans on the physics used by the industrial process and maps out the system to find new threats that were once thought impossible.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To find hidden vulnerabilites before an attacker does, researchers built a testing tool called ICSFlux that leans on the physics used by the industrial process and maps out the system to find new threats once thought impossible. "}],"uid":"36253","created_gmt":"2026-06-24 14:57:00","changed_gmt":"2026-06-24 15:10:58","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-24T00:00:00-04:00","iso_date":"2026-06-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680500":{"id":"680500","type":"image","title":"utilities.jpg","body":null,"created":"1782313123","gmt_created":"2026-06-24 14:58:43","changed":"1782313123","gmt_changed":"2026-06-24 14:58:43","alt":"A collection of utilities like power plants, geothermal stations, solar farms, etc.","file":{"fid":"264773","name":"utilities.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/utilities.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/utilities.jpg","mime":"image\/jpeg","size":3540206,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/utilities.jpg?itok=RC1Hy0vy"}},"680501":{"id":"680501","type":"image","title":"Burak-Sahin.jpg","body":"\u003Cp\u003E\u003Cstrong\u003EBurak Sahin\u003C\/strong\u003E, a Ph.D. Candidate in Computer Science at the \u003Ca href=\u0022https:\/\/www.gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E, advised by \u003Ca href=\u0022https:\/\/sites.google.com\/site\/samanzonouz4n6\/saman-zonouz\u0022\u003ESaman Zonouz\u003C\/a\u003E (\u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECPSec Lab\u003C\/a\u003E) and co-advised by \u003Ca href=\u0022https:\/\/saltaformaggio.ece.gatech.edu\/\u0022\u003EBrendan Saltaformaggio\u003C\/a\u003E (\u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyFI Lab\u003C\/a\u003E)\u003C\/p\u003E","created":"1782313398","gmt_created":"2026-06-24 15:03:18","changed":"1782313398","gmt_changed":"2026-06-24 15:03:18","alt":"A side profile of a man\u0027s face. He has long hair and a beard","file":{"fid":"264774","name":"Burak-Sahin.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/Burak-Sahin.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/Burak-Sahin.jpg","mime":"image\/jpeg","size":75559,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/Burak-Sahin.jpg?itok=3mVGJ9eI"}}},"media_ids":["680500","680501"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}