{"693222":{"#nid":"693222","#data":{"type":"news","title":"NSF Award Advances Georgia Tech-Albany State Semiconductor Research","body":[{"value":"\u003Cp\u003EResearchers at Georgia Tech and Albany State University have received a $1.3 million award through the National Science Foundation\u0027s (NSF) Historically Black Colleges and Universities Excellence in Research (HBCU-EIR) program. The project will advance manufacturing methods for perovskite semiconductors, a class of materials with potential applications in solar energy, photonics, electronics, and quantum technologies. The award builds on work initially supported by \u003Ca href=\u0022https:\/\/hbcumsi.research.gatech.edu\/research-collaboration-forum\u0022\u003EGeorgia Tech\u0027s Research Collaboration Forum Seed Grant Program\u003C\/a\u003E, with additional early-stage support provided through the \u003Ca href=\u0022https:\/\/senic.gatech.edu\/catalyst\/\u0022\u003ESoutheastern Nanotechnology Infrastructure Corridor Catalyst Program\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe three-year project, \u003Cem\u003EClose-Space Sublimation for Scalable Perovskite Optoelectronics Manufacturing\u003C\/em\u003E, is led by Liqiu Zheng, assistant professor of physics at Albany State, and \u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/juan-pablo-correa-baena\u0022\u003EJuan-Pablo Correa-Baena\u003C\/a\u003E, associate professor and Goizueta Junior Faculty Chair in Georgia Tech\u2019s School of Materials Science and Engineering and School of Chemistry and Biochemistry. The researchers aim to develop manufacturing approaches for perovskite thin films that could make production faster, more material-efficient, and easier to scale.\u003C\/p\u003E\u003Cp\u003EThe award also will expand Albany State\u2019s research capabilities and create hands-on learning opportunities for students at both institutions.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech launched the Research Collaboration Forum (RCF) in 2023 to bring together researchers from Georgia Tech and historically Black colleges and universities, as well as representatives from industry, federal agencies, and national laboratories. Participants develop partnerships and pursue new research opportunities.\u003C\/p\u003E\u003Cp\u003EThrough its Seed Grant Program, the forum provides early-stage funding to help teams generate preliminary results, build capacity, and compete for larger external awards. Grants have ranged from $10,000 to $50,000. The Georgia Tech-Albany State team was among the projects funded during the forum\u2019s inaugural cycle.\u003C\/p\u003E\u003Cp\u003E\u0022The RCF seed funding allowed us to establish the collaboration, generate preliminary data, and demonstrate that our teams could work effectively together,\u0022 Correa-Baena said. \u0022That initial year helped us identify the key scientific questions and provided the foundation for the new three-year, $1.3 million NSF award.\u0022\u003C\/p\u003E\u003Cp\u003EThe project reflects a central goal of the RCF: helping promising collaborations move from initial conversations to sustained research partnerships with national impact.\u003C\/p\u003E\u003Cp\u003E\u0022By bringing together Georgia Tech researchers, HBCU faculty, industry partners, and federal stakeholders, we are building research capacity, strengthening long-term collaborations, and creating pathways to larger funding opportunities,\u0022 said \u003Ca href=\u0022https:\/\/research.gatech.edu\/george-white\u0022\u003EGeorge White\u003C\/a\u003E, director of strategic partnerships at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EThe award will support new thin-film manufacturing and characterization equipment at Albany State. The investment will help researchers accelerate materials discovery, build long-term research capacity, and give students access to advanced semiconductor research tools.\u003C\/p\u003E\u003Cp\u003E\u201cThis award elevates the research footprint of Southwest Georgia and recognizes Albany State\u2019s ability to contribute to nationally relevant scientific research,\u201d Zheng said. \u201cBeyond the research, it creates opportunities for students to gain experience with advanced semiconductor technologies and helps strengthen the pipeline of talent entering the semiconductor workforce.\u201d\u003C\/p\u003E\u003Cp\u003EAlbany State and Georgia Tech will jointly study thin-film growth, structure, and device performance. As part of the collaboration, Georgia Tech researchers will support Albany State as the team acquires and begins using the new equipment, sharing expertise in operation, data collection, and analysis.\u003C\/p\u003E\u003Cp\u003EStudents will receive hands-on training in thin-film deposition, X-ray characterization, solar-cell fabrication, and data analysis. The project also includes exchanges between Georgia Tech and Albany State, giving students access to research facilities, expertise, and collaborative research opportunities at both institutions.\u003C\/p\u003E\u003Cp\u003EThe research focuses on a manufacturing technique known as close-space sublimation. Researchers typically produce perovskite thin films using liquid inks. Close-space sublimation instead uses heat to transport material as vapor across a short distance. The team will investigate whether the approach can be adapted for perovskite materials, potentially enabling faster, more material-efficient, and more scalable manufacturing.\u003C\/p\u003E\u003Cp\u003EThe progression from a Research Collaboration Forum seed grant to a federally funded research project illustrates the forum\u2019s broader goal: helping Georgia Tech and HBCU researchers turn early connections into sustained collaborations that expand opportunity, strengthen research capacity, and advance discovery.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA Georgia Tech-Albany State University partnership that began with seed funding has received a $1.3 million National Science Foundation award to advance scalable perovskite semiconductor manufacturing and expand student research opportunities.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech-Albany State University partnership that began with seed funding has received a $1.3 million National Science Foundation award to advance scalable perovskite semiconductor manufacturing and expand student research opportunities."}],"uid":"35272","created_gmt":"2026-10-13 18:05:53","changed_gmt":"2026-10-20 19:26:45","author":"aneumeister3","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":{"678431":{"id":"678431","type":"image","title":"Tech Tower","body":null,"created":"1761225409","gmt_created":"2025-10-23 13:16:49","changed":"1761225437","gmt_changed":"2025-10-23 13:17:17","alt":"Tech Tower","file":{"fid":"262454","name":"Tech_Tower.jpg","image_path":"\/sites\/default\/files\/2025\/10\/23\/Tech_Tower.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/10\/23\/Tech_Tower.jpg","mime":"image\/jpeg","size":354222,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/10\/23\/Tech_Tower.jpg?itok=tlAQR5uv"}}},"media_ids":["678431"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194608","name":"HBCU\/MSI Partnerships"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693342":{"#nid":"693342","#data":{"type":"news","title":"University Energy Institute Leaders Gather at Georgia Tech to Discuss Resilient Energy Futures","body":[{"value":"\u003Cp\u003ELeaders from university energy institutes across the country gathered at Georgia Tech Oct. 14 \u2013 15 for the \u003Ca href=\u0022https:\/\/www.ueic.org\/events\/leadership-summit-2023-5dt6d-8jbcc-dyxk6\u0022\u003E2026 University Energy Institute Leadership Collaborative (UEILC) Summit\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHosted by Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), the annual summit brought together representatives from academia, industry, government, national laboratories, and nonprofits to discuss strengthening energy systems and preparing for a changing energy future. Topics focused on collaboration, workforce development, and strategies for building resilience amid the challenges in the energy sector.\u003C\/p\u003E\u003Cp\u003E\u0022Energy resilience requires more than technological innovation. It depends on strong partnerships across universities, industry, government, and national laboratories,\u0022 said SEI Executive Director \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, who delivered the summit\u2019s opening remarks. \u0022The UEILC Summit serves as an important forum to exchange ideas, identify shared challenges, and build collaborations among energy institutes across the country. These efforts are essential to strengthening energy systems and preparing the workforce that will support them.\u0022\u003C\/p\u003E\u003Cp\u003EFollowing Tang, \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/timothy-charles-lieuwen\u0022\u003ETim Lieuwen\u003C\/a\u003E, Georgia Tech\u0027s interim president and executive vice president for Research, delivered a keynote address on academia\u0027s role in advancing a resilient energy future. Lieuwen emphasized the unique role of universities as trusted conveners and honest brokers, bringing together stakeholders with diverse perspectives to navigate an evolving energy ecosystem.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA fireside chat featuring \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/michael-caravaggio\/\u0022\u003EMike Caravaggio\u003C\/a\u003E of EPRI, \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/stephanie-gossman-a898b717\/?isSelfProfile=false\u0022\u003EStephanie Gossman\u003C\/a\u003E of Georgia Power, and Tang explored how artificial intelligence, data center expansion, and rising electricity demand are reshaping the energy landscape. The speakers also discussed how their organizations are working to strengthen grid reliability, expand infrastructure, and support a reliable energy future.\u003C\/p\u003E\u003Cp\u003EFounded with support from \u003Ca href=\u0022https:\/\/sloan.org\/\u0022\u003Ethe Alfred P. Sloan Foundation\u003C\/a\u003E to strengthen collaboration among university energy institutes, the \u003Ca href=\u0022https:\/\/www.ueic.org\/\u0022\u003EUniversity Energy Institute Leadership Collaborative\u003C\/a\u003E provides a forum for advancing energy research, education, and engagement.\u003C\/p\u003E\u003Cp\u003E\u201cA systems approach to today\u2019s energy challenges \u2014 where academia, industry, and government collaborate to provide many perspectives on a problem \u2014 can only happen if there is a venue and a community where these discussions can safely take place,\u201d says\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.cmu.edu\/directory\/bios\/tkacik-daniel.html\u0022\u003EDaniel Tkacik\u003C\/a\u003E, executive director of Carnegie Mellon\u2019s Scott Institute for Energy Innovation as well as the principal investigator of the Sloan Foundation grant that supports the UEILC. \u201cThis summit continues to provide that valuable venue for collaboration, and we are grateful to our generous hosts at Georgia Tech.\u201d\u003C\/p\u003E\u003Cp\u003EThe summit theme, Expanding Collaborations for Resilient Energy Futures, framed discussions on regional energy resilience, grid vulnerabilities, geopolitical influences on energy planning, the growth of data centers, and workforce education.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022The UEILC annual summit provides an excellent opportunity for energy institute leaders from across the nation to come together and share perspectives, strengthen partnerships, and advance solutions that can help shape more resilient energy futures,\u0022 said \u003Ca href=\u0022mailto:https:\/\/energy.gatech.edu\/people\/christine-conwell\u0022 target=\u0022_blank\u0022 title=\u0022mailto:https:\/\/energy.gatech.edu\/people\/christine-conwell\u0022\u003EChristine Conwell\u003C\/a\u003E, director of planning and operations at SEI. \u0022The conversations over the course of the summit reinforced the importance of cross-sector partnerships in creating new opportunities for innovation.\u0022\u003C\/p\u003E\u003Cp\u003EConversations and networking opportunities provided a broader understanding of how different regions are strengthening energy resilience, addressing emerging threats to power infrastructure, adapting to geopolitical and economic shifts, and preparing for increased electricity demand driven by artificial intelligence and data centers.\u003C\/p\u003E\u003Cp\u003E\u0022It was exciting to see so many diverse perspectives united by a common goal of building more resilient energy systems,\u0022 said \u003Ca href=\u0022mailto:https:\/\/people.research.gatech.edu\/jordann-britt\u0022\u003EJordann Britt\u003C\/a\u003E, SEI program manager and a UEILC Bridge-Builder Fellow.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBritt helped organize the summit as part of the \u003Ca href=\u0022https:\/\/www.ueic.org\/bridgebuilder-fellows\u0022\u003EUEILC Bridge-Builder Fellows Program,\u003C\/a\u003E which supports emerging leaders in the university energy community.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELeaders from university energy institutes across the country gathered at Georgia Tech Oct. 14 \u2013 15 for the \u003Ca href=\u0022https:\/\/www.ueic.org\/events\/leadership-summit-2023-5dt6d-8jbcc-dyxk6\u0022\u003E2026 University Energy Institute Leadership Collaborative (UEILC) Summit\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHosted by Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), the annual summit brought together representatives from academia, industry, government, national laboratories, and nonprofits to discuss strengthening energy systems and preparing for a changing energy future. Topics focused on collaboration, workforce development, and strategies for building resilience amid the challenges in the energy sector.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Leaders from university energy institutes across the country gathered at Georgia Tech Oct. 14 \u2013 15 for the 2026 University Energy Institute Leadership Collaborative (UEILC) Summit. "}],"uid":"36413","created_gmt":"2026-10-20 15:51:25","changed_gmt":"2026-10-20 16:23:42","author":"pdevarajan3","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":{"681487":{"id":"681487","type":"image","title":"UEILC-Day-1-27.jpg","body":"\u003Cp\u003E2026 University Energy Institute Leadership Collaborative Summit Attendees\u003C\/p\u003E","created":"1792511505","gmt_created":"2026-10-20 15:51:45","changed":"1792511505","gmt_changed":"2026-10-20 15:51:45","alt":"Group picture of the 2026 University Energy Institute Leadership Collaborative Summit Attendees","file":{"fid":"265897","name":"UEILC-Day-1-27.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-27.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-27.jpg","mime":"image\/jpeg","size":13968014,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/UEILC-Day-1-27.jpg?itok=9TTKfGoP"}},"681488":{"id":"681488","type":"image","title":"UEILC-Day-1-10.jpg","body":"\u003Cp\u003EUniversity Energy Institute Leadership Collaborative\u0027s Bridge-Builder Fellows at the 2026 Annual Summit\u003C\/p\u003E","created":"1792511589","gmt_created":"2026-10-20 15:53:09","changed":"1792511589","gmt_changed":"2026-10-20 15:53:09","alt":"University Energy Institute Leadership Collaborative\u0027s Bridge-Builder Fellows (2026-2027)","file":{"fid":"265898","name":"UEILC-Day-1-10.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-10.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-10.jpg","mime":"image\/jpeg","size":14074063,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/UEILC-Day-1-10.jpg?itok=jbkoJns4"}},"681489":{"id":"681489","type":"image","title":"UEILC-Day-1-08.jpg","body":"\u003Cp\u003EJordann Britt, Program Manager at the Strategic Energy Institute participates in a discussion panel featuring Bridge-Builder Fellows at the 2026 UEILC Annual Summit\u003C\/p\u003E","created":"1792511740","gmt_created":"2026-10-20 15:55:40","changed":"1792511740","gmt_changed":"2026-10-20 15:55:40","alt":"Jordann Britt, Strategic Energy Institute Program Manager participates in a panel of Bridge-Builder Fellows at the 2026 UEILC Annual Summit","file":{"fid":"265899","name":"UEILC-Day-1-08.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-08.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-08.jpg","mime":"image\/jpeg","size":13399442,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/UEILC-Day-1-08.jpg?itok=tuU6l6OI"}}},"media_ids":["681487","681488","681489"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"144","name":"Energy"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"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\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E || SEI Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693319":{"#nid":"693319","#data":{"type":"news","title":"Georgia Tech Partners With Panama to Chart National AI Strategy","body":[{"value":"\u003Cp\u003EPanama has launched its \u003Ca href=\u0022https:\/\/aipanama.gob.pa\/assets\/docs\/EN-2-Panama-AI-Strategy.pdf?v=5\u0022\u003ENational Artificial Intelligence Strategy\u003C\/a\u003E, a 10-year road map designed to strengthen the country\u2019s position in artificial intelligence (AI) and advance its broader digital transformation.\u003C\/p\u003E\u003Cp\u003EThe strategy, announced in July 2026 as part of Panama\u2019s National Agenda on Advanced Technologies, was developed through a partnership between \u003Ca href=\u0022https:\/\/www.senacyt.gob.pa\/en\/\u0022\u003EPanama\u2019s National Secretariat of Science, Technology, and Innovation\u003C\/a\u003E (SENACYT) and \u003Ca href=\u0022https:\/\/ai.gatech.edu\/techai\u0022\u003ETech AI\u003C\/a\u003E, Georgia Tech\u2019s AI solutions developer. The effort brought together leaders from government, academia, industry, and civil society.\u003C\/p\u003E\u003Cp\u003EThe strategy identifies priorities for AI across economic development, workforce preparation, digital infrastructure, governance, research, and international collaboration.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/pascal-van-hentenryck\u0022\u003EPascal Van Hentenryck\u003C\/a\u003E, the A. Russell Chandler III Chair and professor at Georgia Tech and director of the National Science Foundation (NSF) Artificial Intelligence Institute for Advances in Optimization (NSF AI4OPT), helped lead the development of the strategy.\u003C\/p\u003E\u003Cp\u003E\u201cPanama has a unique opportunity to leverage its position as a global logistics and financial hub to become a trusted leader in AI,\u201d Van Hentenryck said. \u201cThe strategy lays out what is needed to develop the talent, infrastructure, data, and institutions to support that ambition.\u201d\u003C\/p\u003E\u003Cp\u003EPanama\u2019s focus on artificial intelligence comes as the country expands its role in Latin America\u2019s technology ecosystem. The 2025 Latin American Artificial Intelligence Index classified Panama as an \u201cAdopter\u201d nation and reported a 1.47-point increase in the country\u2019s score from the previous edition.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding the strategy\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EVan Hentenryck and Timothy M. Brown, interim managing director of Tech AI at Georgia Tech, authored the strategy following months of engagement with stakeholders throughout Panama.\u003C\/p\u003E\u003Cp\u003EThe process included workshops, interviews, and a nationwide survey that gathered input from more than 6,700 Panamanians. Government officials, researchers, industry representatives, educators, and community members contributed perspectives on the country\u2019s opportunities and challenges.\u003C\/p\u003E\u003Cp\u003E\u201cThe strategy was shaped by what we heard from people across Panama,\u201d Brown said. \u201cThat input helped identify where AI can have the greatest impact and what Panama needs to build the capacity to use it effectively.\u201d\u003C\/p\u003E\u003Cp\u003EThe resulting framework is organized around five foundational pillars:\u003C\/p\u003E\u003Col\u003E\u003Cli data-list-item-id=\u0022e63d31f24618abcf7df45a7b2bd2eae7a\u0022\u003EGovernance and regulatory framework\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e9af6d28ca4bec8254975b48f03fb1aaf\u0022\u003EHuman talent and institutional capacity\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e41076cdcd1f7d0bcb89245621e2b7b2a\u0022\u003EData and infrastructure\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e2f99153996a8d2dcd7fd441f5cbdbd4d\u0022\u003EEthics, inclusion, and sustainability\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e8a00b3720cfffd64b33e5c82894c04a1\u0022\u003EInternational cooperation and global standards\u003C\/li\u003E\u003C\/ol\u003E\u003Cp\u003ETogether, the priorities are intended to support AI adoption across sectors including logistics, financial services, healthcare, agriculture, education, manufacturing, government services, and energy.\u003C\/p\u003E\u003Cp\u003EAt the center of the strategy is a vision for Panama to become \u201cLatin America\u2019s Trusted Hub for AI Innovation.\u201d The plan builds on the country\u2019s established role in global logistics and finance, envisioning a \u201cDigital Canal\u201d that supports the secure movement of data, technology, talent, and innovation throughout the region.\u003C\/p\u003E\u003Cp\u003EEduardo Ortega-Barr\u00eda, national secretary of science, technology, and innovation at SENACYT, said the strategy provides a foundation for Panama to participate more fully in the global AI economy.\u003C\/p\u003E\u003Cp\u003E\u201cAI is transforming economies, societies, and the way we work,\u201d Ortega-Barr\u00eda said. \u201cFor Panama, this strategy is about preparing our country to participate in that transformation while ensuring that innovation creates opportunities for our people and strengthens our competitiveness.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EConnecting research and policy\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe strategy reflects contributions from Georgia Tech researchers and experts, SENACYT leadership, policymakers, international advisers, and private-sector stakeholders. AMD also participated in the initiative.\u003C\/p\u003E\u003Cp\u003EKeith Strier, senior vice president of Global AI Markets at AMD, said international partnerships will be important as Panama develops its technology ecosystem.\u003C\/p\u003E\u003Cp\u003E\u201cPanama is building its domestic AI capabilities and infrastructure together with the United States as a strategic partner,\u201d Strier said. \u201cThis is an important moment as Panama establishes its role in the global AI ecosystem.\u201d\u003C\/p\u003E\u003Cp\u003EFor Georgia Tech, the project illustrates how the Institute\u2019s research and technical expertise can inform national-level technology planning.\u003C\/p\u003E\u003Cp\u003ERather than focusing solely on AI development, the strategy connects technical capabilities with workforce preparation, research capacity, infrastructure, entrepreneurship, cybersecurity, and responsible governance. It also calls for efforts to expand access to AI opportunities in rural and underserved communities.\u003C\/p\u003E\u003Cp\u003EVan Hentenryck said developing the strategy required understanding Panama\u2019s priorities alongside the opportunities presented by emerging technologies.\u003C\/p\u003E\u003Cp\u003E\u201cWorking on a national strategy requires bringing together different perspectives,\u201d he said. \u201cPanama has its own strengths, challenges, and ambitions, and those were essential to shaping a strategy that can work for the country.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom strategy to implementation\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe launch marks the beginning of the next phase: putting the strategy into action.\u003C\/p\u003E\u003Cp\u003EThe road map includes recommendations for expanding AI education and workforce training, strengthening research capacity, improving digital infrastructure and cybersecurity, establishing responsible AI governance, and creating mechanisms to support entrepreneurship and innovation.\u003C\/p\u003E\u003Cp\u003EFranklin Morales, head of the International Technical Cooperation Office at SENACYT and project lead for the AI initiative, said the strategy provides a starting point for that work.\u003C\/p\u003E\u003Cp\u003E\u201cNow this is not the end. It is not even the beginning of the end. But it is, perhaps, the end of the beginning,\u201d Morales said, quoting Winston Churchill. \u201cAfter months of work, Panama launched its National Artificial Intelligence Strategy, a vision of what this country needs to build for a new technological era.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cThe launch of the strategy is an important milestone, but the real work begins with implementation,\u201d Brown said. \u201cThe focus now is on turning these priorities into lasting capacity, developing talent, and infrastructure while supporting research, entrepreneurship, and responsible AI adoption.\u201d\u003C\/p\u003E\u003Cp\u003EFor Panama, the strategy establishes a framework for using artificial intelligence to strengthen economic competitiveness, expand opportunity, and support the country\u2019s role in an increasingly technology-driven global economy.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EGeorgia Tech AI experts partner with Panama\u2019s science, technology, and innovation agency to develop a national vision for artificial intelligence and advanced technologies.\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech AI experts partner with Panama\u2019s science, technology, and innovation agency to develop a national vision for artificial intelligence and advanced technologies."}],"uid":"36348","created_gmt":"2026-10-20 14:43:54","changed_gmt":"2026-10-20 15:01:09","author":"Breon Martin","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Panama City, Panama","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":{"681481":{"id":"681481","type":"image","title":"Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","body":null,"created":"1792508311","gmt_created":"2026-10-20 14:58:31","changed":"1792508311","gmt_changed":"2026-10-20 14:58:31","alt":"Georgia Tech Partners With Panama to Chart National AI Strategy","file":{"fid":"265891","name":"Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","image_path":"\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","mime":"image\/png","size":187780,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png?itok=ahKIE0d3"}}},"media_ids":["681481"],"related_links":[{"url":"https:\/\/aipanama.gob.pa\/","title":"National AI Strategy of Panama"},{"url":"https:\/\/ai.gatech.edu\/","title":"Georgia Tech AI"},{"url":"https:\/\/www.senacyt.gob.pa\/","title":"SENACYT Panama "}],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"660368","name":"Tech AI (Artificial Intelligence)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"}],"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\u003EBreon Martin\u003C\/p\u003E\u003Cp\u003EGeorgia Tech AI\u003C\/p\u003E\u003Cp\u003EAI Marketing Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":["breon@gatech.edu"],"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":"2026-10-20 14:40:46","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":{"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":["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":[],"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":""}},"693316":{"#nid":"693316","#data":{"type":"news","title":"Georgia Tech\u2019s NSF AI Institutes Enter New Era With $38.4 Million in Renewed Support","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s artificial intelligence (AI) research and education efforts are entering a new phase with $38.4 million in renewed support from the U.S. National Science Foundation (NSF) for two Georgia Tech-led National AI Institutes.\u003C\/p\u003E\u003Cp\u003ENSF has awarded $20 million to renew the National AI Institute for Advances in Optimization (NSF AI4OPT) through 2031 and $18.4 million to renew the National AI Institute for Adult Learning and Online Education (NSF AI-ALOE) for a new five-year period. The awards will support research at the intersection of artificial intelligence and optimization, as well as the development of AI technologies for adult learning, higher education, and workforce development. A third Georgia Tech-led National AI Institute, the AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups (AI-CARING), will continue its research under a one-year no-cost extension.\u003C\/p\u003E\u003Cp\u003ETogether, the institutes represent a broad range of AI research at Georgia Tech, with work spanning energy systems, advanced manufacturing, education, reskilling, and workforce development.\u003C\/p\u003E\u003Cp\u003EThe renewed investments come as NSF continues to prioritize artificial intelligence, advanced research infrastructure, and development of the nation\u2019s STEM workforce.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech has built a nationally recognized ecosystem for artificial intelligence research, education, and application,\u201d said Tim Lieuwen, interim president and executive vice president for Research at Georgia Tech. \u201cThese NSF investments recognize the strength of our researchers and the importance of advancing AI in ways that address real-world challenges. The continued support for NSF AI4OPT and NSF AI-ALOE will allow Georgia Tech researchers to push the boundaries of what AI can accomplish while preparing students, educators, and the workforce for an increasingly AI-enabled future.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAdvancing AI-Powered Decision-Making\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe $20 million renewal of NSF AI4OPT builds on five years of research at the intersection of artificial intelligence and mathematical optimization.\u003C\/p\u003E\u003Cp\u003ELed by Pascal Van Hentenryck, the A. Russell Chandler III Chair and professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech, NSF AI4OPT develops AI and optimization technologies for complex systems where decisions must be made quickly, efficiently, and under uncertainty.\u003C\/p\u003E\u003Cp\u003EIn its next phase, the institute will place greater emphasis on real-time and interactive optimization, advancing scalable, efficient, and trustworthy approaches to decision-making. Research will continue to address challenges in areas such as energy, supply chains, transportation, and advanced manufacturing.\u003C\/p\u003E\u003Cp\u003E\u201cNSF AI4OPT\u2019s first five years demonstrated the power of bringing AI and optimization together to address some of the most challenging decision-making problems facing society,\u201d said Van Hentenryck. \u201cThis renewal gives us the opportunity to build on that foundation and develop AI systems that can reason, optimize, and make decisions in real time. We are especially excited about advancing trustworthy AI for complex systems in energy, supply chains, and manufacturing, while continuing to educate the next generation of AI researchers and practitioners, starting with middle and high schoolers.\u201d\u003C\/p\u003E\u003Cp\u003ENSF AI4OPT combines artificial intelligence, mathematical optimization, and computing to create systems that support decisions in complex and dynamic environments. Its research includes applications in critical infrastructure and industry, where decisions often involve competing objectives, uncertainty, and rapidly changing conditions.\u003C\/p\u003E\u003Cp\u003EThe institute also has an education and workforce development mission, introducing AI and optimization concepts to students and educators while preparing learners for an AI-enabled workforce.\u003C\/p\u003E\u003Cp\u003E\u201cNSF AI4OPT represents exactly the kind of interdisciplinary research that Georgia Tech is positioned to lead,\u201d said Raheem Beyah, provost and executive vice president of Academic Affairs at Georgia Tech and former dean of the College of Engineering and Southern Company Chair. \u201cThe institute connects foundational advances in artificial intelligence and optimization with engineering challenges that have direct implications for our economy and society. Its continued investment in research and education strengthens Georgia Tech\u2019s ability to prepare students to lead in a rapidly changing technological landscape.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAdvancing Adaptive Expertise Through AI\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ENSF AI-ALOE\u2019s renewed $18.4\u0026nbsp;million award launches the institute\u2019s next five years of research into how artificial intelligence can transform adult learning and online education.\u003C\/p\u003E\u003Cp\u003EThe renewal builds on NSF AI-ALOE\u2019s previous work, including the development of seven AI agents and a data architecture for AI-augmented learning. Its next phase will focus on adaptive expertise, or the ability to apply and transfer learned skills to new situations.\u003C\/p\u003E\u003Cp\u003EAI-ALOE\u2019s research in Phase 2 will expand beyond traditional educational settings into workplace and vocational training, with a focus on occupational skills in areas including advanced manufacturing and data science.\u003C\/p\u003E\u003Cp\u003ENSF AI-ALOE will also build on advances in generative and agentic AI to develop AI agents that support the acquisition of complex skills across higher education and workplace environments.\u003C\/p\u003E\u003Cp\u003E\u201cNSF AI-ALOE\u2019s renewal reflects an important shift in how we think about AI and learning,\u201d said Ashok Goel, director of NSF AI-ALOE and professor of computer science and human-centered computing in the School of Interactive Computing at Georgia Tech. \u201cOur goal is not simply to use AI to deliver more content or automate instruction. We are exploring how AI can help people develop adaptive expertise, so they can transfer what they learn to new and changing situations. That has enormous implications for higher education, workforce development, and lifelong learning.\u201d\u003C\/p\u003E\u003Cp\u003EThe institute\u2019s research will examine four dimensions of AI-supported learning: scalability, personalization, transfer of learned skills, and whole-person learning. It will also advance foundational AI research in machine teaching, metacognition in AI agents, and mutual theory of mind between humans and AI agents.\u003C\/p\u003E\u003Cp\u003ENSF AI-ALOE will use the data architecture developed in Phase 1 that is capable of ingesting, standardizing, analyzing, and visualizing information generated through interactions with AI tools, learning management systems, and student information systems. Researchers will use that data to better understand how learners and instructors interact with AI and improve AI-powered learning technologies.\u003C\/p\u003E\u003Cp\u003EThe institute is also expanding partnerships with higher education institutions and industry. Its research network includes five colleges and universities and six industry partners in advanced manufacturing and related fields, creating opportunities to reach as many as 370,000 learners nationally through skilling, reskilling, and upskilling efforts.\u003C\/p\u003E\u003Cp\u003E\u201cAI is changing both what people need to learn and how they can learn it,\u201d said David Joyner, Zvi Galil PEACE Chair in the College of Computing and interim vice provost for AI in Education at Georgia Tech. \u201cNSF AI-ALOE is uniquely positioned to study that transformation at scale. Its work can help us understand how AI can support learners without replacing the human elements of education, while giving people new ways to build and apply skills throughout their lives and careers.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EContinuing AI-CARING\u2019s Research\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe renewed support for NSF AI4OPT and NSF AI-ALOE builds on Georgia Tech\u2019s broader participation in the National AI Institutes program.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s AI-CARING Institute will continue its research under a one-year no-cost extension, allowing the institute to carry forward its research objectives and partnerships.\u003C\/p\u003E\u003Cp\u003EThe continued work of AI-CARING, alongside the renewed investments in NSF AI4OPT and NSF AI-ALOE, reflects the breadth of Georgia Tech\u2019s AI research community and its work across disciplines.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom AI Research to Real-World Impact\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe renewed NSF investments build on Georgia Tech\u2019s broader efforts to advance AI research, education, and application through Georgia Tech AI and Tech AI.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech AI connects Tech\u2019s AI community across research, education, and impact. Tech AI complements this work by serving as Georgia Tech\u2019s engineering and delivery arm, bringing together researchers, engineers, research software engineers, students, and technical expertise to move AI projects from early-stage concepts toward operational systems.\u003C\/p\u003E\u003Cp\u003EThis connection helps create a pathway from foundational research to technologies that can be developed, tested, and deployed in real-world settings.\u003C\/p\u003E\u003Cp\u003EFor NSF AI4OPT, that work includes AI systems that support complex decisions in critical systems and industries, from energy and manufacturing to supply chains and transportation. For NSF AI-ALOE, it includes AI technologies that help people acquire, apply, and transfer skills across classrooms, workplaces, and lifelong learning environments.\u003C\/p\u003E\u003Cp\u003ETech AI works at the application and deployment stage, partnering with researchers, industry, and public-sector organizations to develop and implement scalable AI solutions. Its work spans AI engineering and solution delivery, applied research, industry and government partnerships, workforce development, and responsible and trustworthy AI.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech\u2019s strength in AI comes from the connections between research, talent, and application,\u201d said Timothy M. Brown, managing director of Tech AI. \u201cOur NSF AI Institutes advance research across critical areas, while Tech AI serves as Georgia Tech\u2019s engineering and delivery arm, working with industry and public-sector partners to turn AI expertise and research into deployable solutions. Together, these efforts create a pathway from AI innovation to real-world impact.\u201d\u003C\/p\u003E\u003Cp\u003ETogether with AI-CARING and Georgia Tech\u2019s broader AI research community, the institutes contribute to a universitywide effort to advance AI that is technically innovative, human-centered, and designed for meaningful impact.\u003C\/p\u003E\u003Cp\u003E\u201cAI is transforming virtually every sector, and Georgia Tech has a responsibility to help shape that transformation,\u201d Lieuwen said. \u201cThese institutes bring together some of Tech\u2019s strongest capabilities in research, education, and interdisciplinary collaboration. Their renewed support gives us an opportunity not only to advance the science of AI, but also to ensure that the benefits of these technologies reach the people, organizations, and communities that will rely on them.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout the Georgia Institute of Technology\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Georgia Institute of Technology, or Georgia Tech, is one of the top public research universities in the U.S., developing leaders who advance technology and improve the human condition.\u003C\/p\u003E\u003Cp\u003EThe Institute offers business, computing, design, engineering, liberal arts, and sciences degrees, as well as professional development and K-12 programs for fostering success at every stage of life. Its more than 56,000 undergraduate and graduate students represent 54 U.S. states and territories and more than 146 countries. They study at the main campus in Atlanta, at instructional sites around the world, and through distance and online learning.\u003C\/p\u003E\u003Cp\u003EAs a leading technological university, Georgia Tech is an engine of economic development for Georgia, the Southeast and the nation, conducting more than $1 billion in research annually for government, industry and society.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout the National Science Foundation\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe U.S. National Science Foundation (NSF) is an independent federal agency that supports science and technology in all 50 states, the District of Columbia, and U.S. territories. For more than 75 years, NSF has advanced the frontiers of STEM research and innovation. To keep the United States at the leading edge of discovery, NSF funds basic and solutions-oriented research that generates new knowledge to fuel industries of the future, create world-leading technologies, and improve the lives of the American people.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENSF AI4OPT and NSF AI-ALOE will advance AI-powered decision-making, adaptive expertise, education, and workforce development.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"NSF AI4OPT and NSF AI-ALOE will advance AI-powered decision-making, adaptive expertise, education, and workforce development."}],"uid":"36348","created_gmt":"2026-10-20 14:33:04","changed_gmt":"2026-10-20 14:37:30","author":"Breon Martin","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":{"681477":{"id":"681477","type":"image","title":"Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","body":null,"created":"1792506872","gmt_created":"2026-10-20 14:34:32","changed":"1792506872","gmt_changed":"2026-10-20 14:34:32","alt":"Georgia Tech AI NSF Institute Renewal Image","file":{"fid":"265886","name":"Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","image_path":"\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","mime":"image\/png","size":1834414,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png?itok=C52r2PtB"}}},"media_ids":["681477"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"660368","name":"Tech AI (Artificial Intelligence)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"194701","name":"go-resarchnews"},{"id":"192863","name":"go-ai"}],"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\u003EBreon Martin\u003C\/p\u003E\u003Cp\u003EGeorgia Tech AI\u003C\/p\u003E\u003Cp\u003EAI Marketing Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":["breon@gatech.edu"],"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":""}},"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":"2026-10-19 17:26:47","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":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693286":{"#nid":"693286","#data":{"type":"news","title":"$1.5 Million Grant Expands AI-Powered Tool to Help Older Adults Age in Place","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003EResearchers at Georgia Tech\u0027s Center for Advanced Communications Policy will use the funding to help older adults access assistive technologies that support independent living.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EPrincipal research scientist Nathan Moon and a team of colleagues at the \u003Ca href=\u0022https:\/\/cacp.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Advanced Communications Policy\u003C\/a\u003E (CACP) in Georgia Tech\u2019s Ivan Allen College of Liberal Arts were awarded a three-year, $1.5 million grant from the National Institute on Disability, Independent Living, and Rehabilitation Research. The project is in collaboration with the \u003Ca href=\u0022https:\/\/cidi.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Inclusive Design and Innovation\u003C\/a\u003E (CIDI) in the College of Design.\u003C\/p\u003E\u003Cp\u003EThe funding will support the ACCESS for Aging Well with Assistive Technology (AT) 2.0 project, which builds on the researchers\u2019 previous work to help older adults live independently.\u003C\/p\u003E\u003Cp\u003E\u201cAs Americans continue to age and we\u0027re growing older as a society, we want to ensure that people can continue to live independently and participate in the communities of their choice,\u201d Moon said. \u201cThe tools that we have developed here are intended to do that.\u201d\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EAssistive Technology Supports Independence\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAccording to AARP, 75% of adults over 50 want to age in their homes. However, \u003Ca href=\u0022https:\/\/www.retirementliving.com\/aging-in-place\/aging-in-place-statistics\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERetirement Living\u003C\/a\u003E reports only 10% of homes are appropriately equipped to do so. Assistive technologies can help older adults live independently longer, but finding the right solutions and learning how to access them can be difficult.\u003C\/p\u003E\u003Cp\u003EACCESS for Aging Well with AT 2.0 addresses those challenges by using machine learning, predictive analytics, and community partnerships to connect people with the tools and resources they need.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EExpanding Access and Community\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe researchers will use the funding to integrate the existing \u003Ca href=\u0022https:\/\/aging-well.cidi.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EACCESS for Aging Well website\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.assistive-tech.net\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eassistive technology catalog\u003C\/a\u003E into a single platform that provides assessments, recommendations, and solutions for older adults via machine learning, predictive analytics, expert insight, and state assistive technology program data.\u003C\/p\u003E\u003Cp\u003EIt will foster an active community through online discussion forums, social media, product reviews, and informational articles. The team will also analyze community discussions with AI-based tools to refine recommendations and identify new or innovative ways people may be using assistive technology.\u003C\/p\u003E\u003Cp\u003EFinally, the funding will help the researchers connect with organizations such as senior centers, rehabilitation centers, and state aging agencies to expand access to assistive technologies and meet older Americans where they are.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EEvery Dollar Spent on Assistive Technology Saves $9\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe project also supports a significant return on investment.\u003C\/p\u003E\u003Cp\u003E\u201cFor every $1 spent on assistive technology, people save $9,\u201d Moon said. \u201cAssisted living is terribly expensive. We will never replace assisted living or nursing homes, but we do want to give people the choice to age successfully in their communities of choice.\u201d\u003C\/p\u003E\u003Cp\u003EUsing technology to improve lives is a central mission of the Ivan Allen College and Georgia Tech, and researchers at CACP and CIDI collaborate across disciplines to do just that.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u0027re using AI and harnessing the cutting edge of technology to make better recommendations based on what we know, but it\u2019s not just technology for technology\u2019s sake. We put the people first and technology follows. It\u0027s there to be a support.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EResearchers at Georgia Tech\u0027s Center for Advanced Communications Policy will use the funding to help older adults access assistive technologies that support independent living.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech\u0027s Center for Advanced Communications Policy will use the funding to help older adults access assistive technologies that support independent living."}],"uid":"35766","created_gmt":"2026-10-19 14:37:08","changed_gmt":"2026-10-19 14:41:40","author":"dminardi3","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":{"681459":{"id":"681459","type":"image","title":"MERCURY--6-.jpg","body":null,"created":"1792420777","gmt_created":"2026-10-19 14:39:37","changed":"1792420777","gmt_changed":"2026-10-19 14:39:37","alt":"Researchers working in Georgia Tech\u0027s Center for Advanced Communications Policy","file":{"fid":"265867","name":"MERCURY--6-.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/MERCURY--6-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/MERCURY--6-.jpg","mime":"image\/jpeg","size":1344361,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/MERCURY--6-.jpg?itok=kJTfwpt3"}}},"media_ids":["681459"],"groups":[{"id":"1281","name":"Ivan Allen College of Liberal Arts"},{"id":"1188","name":"Research Horizons"},{"id":"1289","name":"School of Public Policy"}],"categories":[{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[],"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\u003E\u003Ca href=\u0022mailto:dminardi3@gatech.edu\u0022\u003EDi Minardi\u003C\/a\u003E\u003Cbr\u003EIvan Allen College of Liberal Arts\u003C\/p\u003E","format":"limited_html"}],"email":["diminardi@gatech.edu"],"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":"2026-10-19 13:04:54","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":[],"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":""}},"692619":{"#nid":"692619","#data":{"type":"news","title":"Rural Evaluation and Analytics for Community Health: AI Platform Helps Identify Solutions","body":[{"value":"\u003Cp\u003EGeorgians living in rural areas are more likely than the state\u2019s city dwellers to suffer from cardiovascular disease and to die from preventable causes.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPolicymakers, health system executives, community leaders and others working to address this challenge now have help from Rural Evaluation and Analytics for Community Health (REACH GA), an advanced decision-support platform that offers a comprehensive view of healthcare use in rural Georgia. In addition to updated information on rural health issues, the platform provides computer-based tools to guide allocation of healthcare resources and explore the potential impact of changes to rural health services.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe REACH GA platform provides up-to-date, actionable information to help leaders understand the big picture of healthcare in rural Georgia,\u201d said Jon Duke, M.D., a principal research scientist in the Georgia Tech Research Institute (GTRI) and the project\u2019s principal investigator. \u201cBeyond more accurate data, the platform uses artificial intelligence (AI) and other computer-driven tools to support improved decision-making.\u201d\u003C\/p\u003E\u003Cp\u003EOf Georgia\u2019s 159 counties, 126 are considered rural. Approximately 24 percent of the state\u2019s 11.3 million residents live in these rural areas.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gtri.gatech.edu\/newsroom\/rural-evaluation-and-analytics-community-health-ai-platform-helps-identify-solutions\u0022\u003ERead the full article\u003C\/a\u003E on the GTRI news page\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA new advanced decision-support platform known as REACH GA is offering a comprehensive view of healthcare use in rural Georgia. It will help guide allocation of healthcare resources and explore the potential impact of changes to rural health services.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New platform can help leaders make decisions about health-related challenges"}],"uid":"27303","created_gmt":"2026-09-16 17:02:04","changed_gmt":"2026-10-16 19:43:01","author":"John Toon","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":{"681170":{"id":"681170","type":"image","title":"Distance traveled by patients to access medical services, by county in Georgia. ","body":"\u003Cp\u003EChart shows average distance patients traveled to access medical services, by county in Georgia. (Credit: Rural Evaluation and Analytics for Community Health)\u003C\/p\u003E","created":"1789577445","gmt_created":"2026-09-16 16:50:45","changed":"1789577886","gmt_changed":"2026-09-16 16:58:06","alt":"Chart shows miles traveled to access medical services","file":{"fid":"265534","name":"miles-per-claim.png","image_path":"\/sites\/default\/files\/2026\/09\/16\/miles-per-claim.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/16\/miles-per-claim.png","mime":"image\/png","size":270718,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/16\/miles-per-claim.png?itok=YscxLSX_"}}},"media_ids":["681170"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["gtri.media@gtri.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"688718":{"#nid":"688718","#data":{"type":"news","title":"Georgia Tech Receives Up to $21.8M Award in \u2018Unprecedented\u2019 Push to Treat Lymphatic Disease","body":[{"value":"\u003Cp\u003EThe Georgia Institute of Technology has been awarded up to $21.8 million from the \u003Ca href=\u0022https:\/\/arpa-h.gov\/\u0022\u003EAdvanced Research Projects Agency for Health (ARPA-H)\u003C\/a\u003E to deliver a first-of-its-kind therapy to patients with lymphatic disease.\u003C\/p\u003E\u003Cp\u003EFor many of these patients, care has long meant pain and disfigurement alongside other severe side effects, rather than receiving treatment that addresses the disease itself. This new ARPA-H award marks a potential turning point.\u003C\/p\u003E\u003Cp\u003ELead researcher\u0026nbsp;\u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/thomas\u0022\u003ESusan Napier Thomas\u003C\/a\u003E, Woodruff Professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E and the\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/bio\u0022\u003EParker H. Petit Institute of Bioengineering and Bioscience\u003C\/a\u003E (IBB), has collaborated with her colleague\u0026nbsp;\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/faculty\/dixon\u0022\u003EJ. Brandon Dixon\u003C\/a\u003E, Woodruff Professor in the Woodruff School and IBB, for more than a decade on this project. The research partners are driven by the lack of meaningful treatment options available to patients.\u003C\/p\u003E\u003Cp\u003E\u201cFunding support at this level is unprecedented,\u201d Thomas said. \u201cIt finally gives us a chance to move beyond symptom management and toward real treatment. We\u2019re addressing an underserved population with a huge unmet need.\u201d\u0026nbsp;\u003C\/p\u003E\u003Ch2\u003EA Gap in Care\u003C\/h2\u003E\u003Cp\u003EThe lymphatic system helps keep fluid moving through the body and plays a key role in immune health. When it does not function properly, fluid can build up in tissues, causing chronic pain and other long-term complications. Thomas noted that despite its toll on patients, lymphatic disease has lagged decades behind cardiovascular care in both treatment and research investment.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe are excited about this groundbreaking project in lymphatic engineering,\u201d said \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/faculty\/garcia\u0022\u003EAndr\u00e9s Garc\u00eda,\u003C\/a\u003E IBB executive director. \u201cBy uniting interdisciplinary expertise, this work addresses long-standing challenges in lymphatic disease and moves meaningful solutions closer to the patients who need them most.\u201d\u003C\/p\u003E\u003Ch2\u003EWhat Comes Next\u003C\/h2\u003E\u003Cp\u003EIn the coming years, Thomas, Dixon, and their research partners will work toward an initial human trial, with an early focus on rare lymphatic conditions in children, as well as chronic disease in adults.\u003C\/p\u003E\u003Cp\u003E\u201cThis award reflects Georgia Tech\u2019s growing leadership in using engineering to solve some of healthcare\u2019s biggest challenges,\u201d said \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/user\/1078\u0022\u003ECarolyn Seepersad\u003C\/a\u003E, Eugene C. Gwaltney Jr. School Chair and professor in the Woodruff School. \u201cIt reinforces the Institute\u2019s role in advancing innovations that improve patient care and strengthen Georgia\u2019s position as a hub for health technology and biomedical innovation.\u201d\u003C\/p\u003E\u003Cp\u003EThe award was made through ARPA-H\u2019s Groundbreaking Lymphatic Interventions and Drug Exploration (\u003Ca href=\u0022https:\/\/arpa-h.gov\/explore-funding\/programs\/glide\u0022\u003EGLIDE\u003C\/a\u003E) program led by Dr. Kimberley Steele.\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Cem\u003EThis research was funded, in part, by the Advanced Research Projects Agency for Health (ARPA-H) under Agreement No. 1AY2AX000137-01. The views and conclusions contained in this document are those of the authors and should not be interpreted as representing the official policies, either expressed or implied, of the U.S. government.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\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\u003EGeorgia Tech has been awarded up to $21.8 million from the Advanced Research Projects Agency for Health (ARPA-H) to develop a first-of-its-kind therapy for lymphatic disease, a condition that has long lacked effective treatment options. Led by Woodruff Professors Susan Napier Thomas and J. Brandon Dixon, the project aims to move beyond symptom management and address the disease itself, offering hope to patients who often experience chronic pain and disfigurement. Funded through ARPA-H\u2019s GLIDE program, the initiative will focus on advancing the therapy toward initial human trials, including for rare pediatric conditions. The award highlights Georgia Tech\u2019s leadership in engineering-driven healthcare innovation and its commitment to improving care for underserved patient populations.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The project aims to move lymphatic disease out of the medical margins and toward patients who have had few meaningful treatment options."}],"uid":"36410","created_gmt":"2026-03-04 14:45:56","changed_gmt":"2026-10-16 14:11:45","author":"mazriel3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-04T00:00:00-05:00","iso_date":"2026-03-04T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681446":{"id":"681446","type":"image","title":"susan-thomas.png","body":"\u003Cp\u003ESusan Thomas\u003C\/p\u003E","created":"1792159868","gmt_created":"2026-10-16 14:11:08","changed":"1792159868","gmt_changed":"2026-10-16 14:11:08","alt":"Susan Thomas, smiling, in a navy short-sleeved top, standing in a modern building with a stair railing behind her.","file":{"fid":"265854","name":"susan-thomas.png","image_path":"\/sites\/default\/files\/2026\/10\/16\/susan-thomas.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/16\/susan-thomas.png","mime":"image\/png","size":3038599,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/16\/susan-thomas.png?itok=sjN5ZRE8"}}},"media_ids":["681446"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"140","name":"Cancer Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"385","name":"cancer"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193658","name":"Commercialization"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMichelle Azriel \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; Writer, Editor Research Communications\u003C\/p\u003E","format":"limited_html"}],"email":["mazriel3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693253":{"#nid":"693253","#data":{"type":"news","title":"Georgia Tech Partnership Expands AI Education at CAU ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.cau.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EClark Atlanta University\u003C\/a\u003E (CAU) is strengthening its artificial intelligence programs through AIHUB@CAU, an initiative supported by a \u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award\/?AWD_ID=2402493\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E$2.79 million National Science Foundation (NSF) grant\u003C\/a\u003E and developed in collaboration with Georgia Tech\u2019s NSF AI Institute for Advances in Optimization (AI4OPT).\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs part of NSF\u0027s \u003Ca href=\u0022https:\/\/www.nsf.gov\/funding\/opportunities\/expandai-expanding-ai-innovation-through-capacity-building\/506090\/nsf23-506\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EExpandAI program\u003C\/a\u003E, AIHUB@CAU is designed to strengthen the university\u0027s capacity for AI education, research, and workforce development. The partnership connects CAU\u2019s academic programs with Georgia Tech\u2019s expertise in artificial intelligence, mathematical optimization and interdisciplinary research.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELed by Charles Pierre, associate professor in CAU\u2019s Department of Mathematical Sciences and principal investigator (PI) for AIHUB@CAU, the initiative brings together faculty expertise in mathematical sciences, cyber-physical systems and business administration.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EExpanding Academic Pathways in AI\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EA central part of the initiative is developing academic pathways that prepare students for opportunities in AI, from industry careers to advanced research.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDuring a Sept. 22 meeting at CAU\u0027s Thomas W. Cole Jr. Research Center for Science and Technology, Pierre shared updates on the university\u0027s undergraduate AI minors and master\u0027s-level AI programs. Students from some of the program\u0027s early cohorts also attended the meeting, reflecting the academic community taking shape around the initiative.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDr. Roy George, chair of CAU\u0027s Cyber-Physical Systems Program and co-PI of AIHUB@CAU, discussed progress on further integrating AI into the university\u0027s doctoral offerings. Once these efforts are completed, the doctoral program will provide an additional pathway for students interested in pursuing AI research at the highest academic levels while strengthening CAU\u0027s long-term capacity in the field.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBy connecting AI with mathematical sciences, business and cyber-physical systems, the programs aim to help students apply technical knowledge to challenges across disciplines and industries.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EExpanding Faculty Expertise and Research Opportunities\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBuilding sustainable AI programs requires faculty expertise, research capacity, and opportunities for collaboration. AIHUB@CAU\u0027s partnership with AI4OPT complements the institute\u0027s broader educational efforts, including \u003Ca href=\u0022https:\/\/pubsonline.informs.org\/do\/10.1287\/orms.2022.04.12\/full\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Efaculty training programs\u003C\/a\u003E that help educators develop skills in data science, artificial intelligence, and optimization. These experiences support the development of new coursework, strengthen institutional expertise, and help faculty bring emerging AI knowledge into their classrooms and research programs.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe collaboration also connects CAU to AI4OPT\u2019s research in artificial intelligence and mathematical optimization. Based at Georgia Tech, the institute develops methods to improve complex decision-making in areas such as energy, logistics, supply chains and manufacturing. These collaborations create opportunities for interdisciplinary research while helping connect classroom learning to real-world applications.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAbout NSF AI4OPT\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENSF Artificial Intelligence (AI) Research Institute for Advances in Optimization, or AI4OPT, aims to deliver a paradigm shift in automated decision-making at massive scales by fusing AI and Mathematical Optimization (MO) to achieve breakthroughs that neither field can achieve independently.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Institute is driven by societal challenges in supply chains, manufacturing, and energy systems. To address the widening gap in job opportunities, the Institute delivers an innovative longitudinal education and workforce development program.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Georgia Tech\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe \u003Cstrong\u003EGeorgia Institute of Technology\u003C\/strong\u003E, or \u003Cstrong\u003EGeorgia Tech\u003C\/strong\u003E,\u202fis one of the top public research universities in the U.S., developing leaders who advance technology and improve the human condition.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Institute offers\u202f\u003Cstrong\u003Ebusiness\u003C\/strong\u003E, \u003Cstrong\u003Ecomputing\u003C\/strong\u003E, \u003Cstrong\u003Edesign\u003C\/strong\u003E, \u003Cstrong\u003Eengineering\u003C\/strong\u003E, \u003Cstrong\u003Eliberal arts\u003C\/strong\u003E,\u202fand \u003Cstrong\u003Esciences \u003C\/strong\u003Edegrees, as well as \u003Cstrong\u003Eprofessional development\u003C\/strong\u003E and \u003Cstrong\u003EK-12 programs\u003C\/strong\u003E for fostering success at every stage of life. Its more than 56,000 undergraduate and graduate students represent 54 U.S. states and territories and more than 146 countries. They study at the main campus in Atlanta, at instructional sites around the world, and through distance and online learning.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs a leading technological university, Georgia Tech is an engine of economic development for Georgia, the Southeast, and the nation, conducting more than $1 billion in research annually for government, industry, and society.\u202f\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Clark Atlanta University\u003C\/strong\u003E\u202f\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EClark Atlanta University was formed with the consolidation of Atlanta University and Clark College. Atlanta University, established in 1865 by the American Missionary Association, was the nation\u2019s first institution to award graduate degrees to African Americans. Established four years later in 1869, Clark College was the nation\u2019s first four-year liberal arts college to serve a primarily African American student population. Today, with nearly 4,000 students, CAU is the largest of the four institutions that comprise the Atlanta University Center Consortium. It is also the largest of the 37-member United Negro College Fund (UNCF) institutions. To learn more about Clark Atlanta University, visit \u003Ca href=\u0022https:\/\/www.cau.edu\/homepage\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ewww.cau.edu\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EAIHUB@CAU is expanding artificial intelligence education, research, and workforce development at Clark Atlanta University through new academic pathways, faculty development, and research collaboration. Supported by a $2.79 million NSF ExpandAI grant and developed in partnership with AI4OPT, the initiative is building undergraduate, master\u0027s, and proposed doctoral opportunities while strengthening faculty expertise and connecting students and researchers to real-world AI applications.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"AIHUB@CAU is combining academic programs, faculty development and research partnerships to prepare students for advanced study and careers in the field of artificial intelligence. "}],"uid":"36934","created_gmt":"2026-10-15 17:02:07","changed_gmt":"2026-10-15 17:07:54","author":"gjohnson360","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":{"681427":{"id":"681427","type":"image","title":"Charles Pierre","body":null,"created":"1792001726","gmt_created":"2026-10-14 18:15:26","changed":"1792001787","gmt_changed":"2026-10-14 18:16:27","alt":"Charles Pierre at CAU","file":{"fid":"265833","name":"Charles-Pierre.JPG","image_path":"\/sites\/default\/files\/2026\/10\/14\/Charles-Pierre.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/14\/Charles-Pierre.JPG","mime":"image\/jpeg","size":8822857,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/14\/Charles-Pierre.JPG?itok=NJEaxE6H"}}},"media_ids":["681427"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"660368","name":"Tech AI (Artificial Intelligence)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"194701","name":"go-resarchnews"},{"id":"192863","name":"go-ai"}],"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":[],"email":["gretchen@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692594":{"#nid":"692594","#data":{"type":"news","title":"AI Tool Aims to Catch Critically Ill Children ","body":[{"value":"\u003Cp\u003EA child can be in the hospital and seemingly getting better. Then, suddenly, everything changes.\u003C\/p\u003E\u003Cp\u003EOne moment they\u0027re playing games or watching television. The next, they experience breathing failure, shock, or neurological decline. If the warning signs aren\u0027t recognized early enough, the child may require emergency transfer to the intensive care unit (ICU), where interventions can include breathing tubes, blood pressure medications, and other lifesaving measures.\u003C\/p\u003E\u003Cp\u003EThe phenomenon is called \u201cemergent deterioration.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Kids will look fine, and then all of a sudden they\u0027ll fall off a cliff and rapidly deteriorate,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.choa.org\/doctors\/mark-vu-mai\u0022\u003EDr. Mark Mai,\u003C\/a\u003E a pediatric intensivist at Children\u2019s Healthcare of Atlanta, who cares for critically ill children in the ICU. \u0022When those kids go to the ICU and need emergency interventions, they have a much higher rate of death than kids we bring up to the ICU in a controlled fashion.\u0022\u003C\/p\u003E\u003Cp\u003ETo help clinicians identify those high-risk patients sooner, researchers at Georgia Tech are partnering with Children\u0027s clinicians and technology teams to create an artificial intelligence-powered warning system.\u0026nbsp;Known as\u0026nbsp;Algorithm for Counteracting the Clinical Onset of Rapid Deterioration (ACCORD), the three-year project is one of the\u0026nbsp;first funded projects focused on a software solution\u0026nbsp;by the\u0026nbsp;\u003Ca href=\u0022https:\/\/ptc.gatech.edu\/\u0022\u003EChildren\u2019s Healthcare of Atlanta Pediatric Technology Center at Georgia Tech\u0026nbsp;\u003C\/a\u003E(PTC).\u0026nbsp;Project teams are working simultaneously on model development, app design, and user testing. And, unlike many healthcare AI projects that remain confined to research papers, ACCORD is being designed from the beginning for use in a real hospital. The ultimate goal is to help clinicians intervene before a child reaches a life-threatening emergency.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETeaching AI to Spot Trouble Earlier\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EToday, clinicians rely on an early warning score that combines measurements such as heart rate, blood pressure, and breathing rate into a single risk assessment. While helpful, the approach simplifies a complex clinical picture.\u003C\/p\u003E\u003Cp\u003E\u0022The current system is a pretty basic rubric that sums up all the data points and then decides whether they are high-risk or low-risk, but from the data science and machine learning perspective it\u0027s not optimal,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/kai-wang\u0022\u003EKai Wang\u003C\/a\u003E, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E and project co-principal investigator with Mai.\u003C\/p\u003E\u003Cp\u003ERather than evaluating patients through a fixed scoring system, ACCORD\u0027s AI model analyzes dozens of data streams, including vital signs, laboratory results, and clinical observations. The goal is to uncover subtle patterns that may signal deterioration hours before the physical warning signs become obvious to clinicians.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022We want to build a more sophisticated algorithm that can look into vitals, blood pressure, heart rate, and other measures to provide a more granular forecast of risk,\u0022 Wang said.\u003C\/p\u003E\u003Cp\u003EBuilding that capability into an algorithm requires making sense of one of healthcare\u0027s biggest challenges: messy, incomplete, and constantly changing data. To develop the model, researchers are training and testing it using information pulled from Children\u0027s electronic health records. Some information, such as vital signs, is collected continuously. Other information may be recorded less frequently or at irregular intervals, such as nursing observations.\u003C\/p\u003E\u003Cp\u003E\u0022That is both the most challenging and the most exciting part of this project,\u0022 said \u003Ca href=\u0022https:\/\/himadrispandey.github.io\/\u0022\u003EHimadri Pandey\u003C\/a\u003E, a Ph.D. student in \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.isye.gatech.edu%2F\u0026amp;data=05%7C02%7Ctess.malone%40gatech.edu%7C441c5f365ba04ba3ef5508df2a81ce48%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639276409124020830%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=w8v3kgABS41rzAZwg0OkRuo4MD2ORqUJiU8ZFtpcGAg%3D\u0026amp;reserved=0\u0022 title=\u0022Original URL:\u0026#13;https:\/\/www.isye.gatech.edu\/\u0026#13;\u0026#13;Click to follow link.\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E working on ACCORD. \u0022We have to consider the realities of a healthcare setting. Data may be incomplete or delayed, staffing and resources may change, and any recommendation must be understandable and usable by clinicians.\u0022\u003C\/p\u003E\u003Cp\u003E\u0022The goal is not simply to build a model that works mathematically,\u0022 she added. \u0022It\u0027s to build something that could genuinely support decision-making in a hospital.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding Technology Nurses Will Use\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EFor ACCORD to improve patient outcomes, the technology must fit naturally into clinicians\u0027 daily workflow. Most nurses care for multiple patients simultaneously and cannot continuously monitor a single child. Because episodes of emergent deterioration are relatively rare in a full day of care, opportunities to gain experience recognizing the earliest warning signs can be limited. Acknowledging that reality, project leaders involved frontline nurses from the beginning.\u003C\/p\u003E\u003Cp\u003E\u0022We went straight to the nurses and said, \u0027This is what we\u0027re trying to do. You tell us what would make your job easier, how you need the flow, what it needs to look like, and we will build according to that,\u201d said Christina Roberts, program manager for PTC and the Health Informatics Core at Children\u2019s. \u0022We brought them into the process very early and gave them a say in the development, so they know exactly what to expect when the tool comes to the floor.\u0022\u003C\/p\u003E\u003Cp\u003EThe team plans to integrate ACCORD directly into the Children\u2019s electronic health record system, where clinicians already access patient information. The application will combine vital signs, laboratory results, and other clinical data into a single dashboard that can automatically flag patients at elevated risk of deterioration.\u003C\/p\u003E\u003Cp\u003EResearchers and clinicians continue to meet regularly as the platform evolves.\u003C\/p\u003E\u003Cp\u003E\u0022How do we distinguish what the algorithm finds important and what is just always there?\u0022 said Dr.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.choa.org\/doctors\/claire-stokes\u0022\u003EClaire Stokes,\u003C\/a\u003E a pediatric hematologist and oncologist with the Aflac Cancer and Blood Disorders Center at Children\u2019s, who is involved in the project. \u0022Because a clinician probably always wants to see the vital signs, even if they\u0027re not alert levels, for example.\u0022\u003C\/p\u003E\u003Cp\u003EThose conversations help ensure that the system provides useful information without overwhelming clinicians with additional data or alerts. The team hopes to begin testing the system in clinical settings by 2027 before broader deployment. For the researchers working on ACCORD, however, the project\u0027s success will ultimately be measured by the patients it helps.\u003C\/p\u003E\u003Cp\u003E\u0022I know that one research project cannot solve every problem in healthcare,\u0022 said Pandey, who has experienced the hospitalization of a close family member. \u0022But being able to contribute, even in a small way, allows me to replace some of that earlier helplessness with purpose.\u0022\u003C\/p\u003E\u003Cp\u003EIf successful, ACCORD could give clinicians something they rarely have when a child begins to decline \u2014 time.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EGeorgia Tech and Children\u0027s Healthcare of Atlanta are developing a real-time warning system to help clinicians spot a child\u2019s emergent deterioration before it becomes a life-threatening emergency.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech and Children\u0027s Healthcare of Atlanta are developing a real-time warning system to help clinicians spot a child\u2019s emergent deterioration before it becomes a life-threatening emergency."}],"uid":"34541","created_gmt":"2026-09-15 15:55:05","changed_gmt":"2026-10-15 14:32:30","author":"Tess Malone","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":{"681150":{"id":"681150","type":"image","title":"2026_COMM_EC_AMBH_Emergency_295.jpg","body":"\u003Cp\u003E\u003Cem\u003EPediatric healthcare professional reviewing electronic health record information at Children\u2019s Healthcare of Atlanta Arthur M. Blank Hospital. (Photo courtesy of Children\u0027s Healthcare of Atlanta)\u003C\/em\u003E\u003C\/p\u003E","created":"1789487781","gmt_created":"2026-09-15 15:56:21","changed":"1789487781","gmt_changed":"2026-09-15 15:56:21","alt":"Pediatric healthcare professional reviewing electronic health record information at Children\u2019s Healthcare of Atlanta Arthur M. Blank Hospital.","file":{"fid":"265512","name":"2026_COMM_EC_AMBH_Emergency_295.jpg","image_path":"\/sites\/default\/files\/2026\/09\/15\/2026_COMM_EC_AMBH_Emergency_295.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/2026_COMM_EC_AMBH_Emergency_295.jpg","mime":"image\/jpeg","size":8272359,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/2026_COMM_EC_AMBH_Emergency_295.jpg?itok=gB8rxWmG"}}},"media_ids":["681150"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETess Malone, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003Etess.malone@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693226":{"#nid":"693226","#data":{"type":"news","title":"Can We Detect Harmful AI Before It\u2019s Too Late? Researchers Search for Warning Signs","body":[{"value":"\u003Cp\u003EIn July 2026, OpenAI autonomous artificial intelligence (AI) agents escaped a closed testing environment, accessed the public internet, and \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/07\/21\/technology\/openai-attack-hugging-face.html\u0022\u003Ehacked into a real company\u2019s digital infrastructure\u003C\/a\u003E. What started as an internal evaluation of the agents\u2019 cyber capabilities turned into a real-world cybersecurity breach.\u003C\/p\u003E\u003Cp\u003EAs AI systems become more agile with expanded access to tools, computer networks, and other real-world systems, finding better ways of identifying and preventing risky AI behavior becomes even more urgent. Still, high-profile incidents of AI behaving in unintended or dangerous ways are rare, which makes them difficult to study and understand.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIf we can understand and detect what changes inside an AI model right before it begins behaving in unsafe or misaligned ways, we may be able to inform more effective safeguards,\u201d said Eyas Ayesh, a second-year Ph.D. student in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/\u0022\u003ESchool of Psychology\u003C\/a\u003E and graduate fellow at the \u003Ca href=\u0022https:\/\/coco.psych.gatech.edu\/\u0022\u003ECenter for Computation and Cognition\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAyesh and his advisor, Assistant Professor \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/anna-ivanova\u0022\u003EAnna Ivanova\u003C\/a\u003E, are developing a probe designed to identify internal activity patterns associated with harmful behaviors in large language models. Their work is supported by a $300,000 award from Coefficient Giving.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMisbehaving Models\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ETraining a probe requires examples of both desirable and undesirable behavior researchers can teach it to distinguish between them. Because deceptive or unsafe responses can be rare and highly dependent on the model, prompt, and context, researchers may not have enough examples to determine what causes the behavior or how to recognize it the next time.\u003C\/p\u003E\u003Cp\u003EBut an unexpected finding in AI research gave Ayesh an idea. In studies of a phenomenon known as \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41586-025-09937-5\u0022\u003Eemergent misalignment\u003C\/a\u003E, researchers found that fine-tuning models on a narrow harmful task could lead them to produce a much wider range of problematic responses to unrelated prompts. For example, researchers found that fine-tuning a model to write insecure code without warning users could lead to other concerning behaviors unrelated to coding.\u003C\/p\u003E\u003Cp\u003EAyesh realized he could use that phenomenon to solve the problem of scarce data. Starting with open-source AI models, Ayesh fine-tuned them to display targeted undesirable behaviors more frequently. Then, he analyzed different versions of the deliberately misaligned models using a probe that monitors the internal activity of the model.\u003C\/p\u003E\u003Cp\u003EThe probe works somewhat like a pattern detector, looking at activity inside the model as it generates responses and searching for patterns associated with particular behaviors. Researchers can then train a classifier to distinguish patterns associated with desirable behavior from those associated with harmful behavior.\u003C\/p\u003E\u003Cp\u003E\u201cJust as different parts of the brain turn on and off when people do different tasks, so do the different parts of an AI model,\u201d Ayesh said. \u201cWhen a model produces a specific type of response \u2014 such as deceptive statements or harmful advice \u2014 we may observe recurring patterns in its internal activity. We refer to these patterns as representations of a behavior.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EInside the Black Box\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAyesh is now testing whether the internal patterns he identified remain consistent across differently tuned AI models. Early results suggest that signals identified in deliberately misbehaving models can also be detected in their original versions.\u003C\/p\u003E\u003Cp\u003EThe next step is determining whether those signals can help researchers identify or flag concerning behavior in models that have not been deliberately fine-tuned to misbehave.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI hope our research in AI safety can help develop some guardrails and some ways to both identify and prevent misaligned behavior in AI systems, given how much of an impact they\u0027re already having on the world,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAyesh is a member of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.aisi.dev\/\u0022\u003EAI Safety Initiative\u003C\/a\u003E, which brings together researchers across disciplines to study and improve the safety of increasingly capable AI systems.\u003C\/p\u003E\u003Cp\u003EIvanova said the value of their research lies partly in approaching AI safety from a fundamental science perspective.\u003C\/p\u003E\u003Cp\u003E\u201cAs scientists, we have been trained to think about the underlying mechanisms and causes of the behaviors we observe,\u201d Ivanova said. \u201cFor us, it\u0027s important to develop a fundamental understanding of how these models work, or we will risk missing the bigger picture.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EA Georgia Tech Ph.D. student is investigating whether internal signals in large language models could help identify harmful behavior before it reaches users.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech Ph.D. student is investigating whether internal signals in large language models could help identify harmful behavior before it reaches users."}],"uid":"36123","created_gmt":"2026-10-13 20:15:54","changed_gmt":"2026-10-14 01:39:49","author":"Catherine Barzler","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":{"681420":{"id":"681420","type":"image","title":"AdobeStock_1804837799.png","body":"\u003Cp\u003EAs AI capabilities advance, researchers are searching for early warning signs of potentially harmful behavior. (Image: Adobe Stock)\u003C\/p\u003E","created":"1791922562","gmt_created":"2026-10-13 20:16:02","changed":"1791922562","gmt_changed":"2026-10-13 20:16:02","alt":"A red robot in front of a yellow background emits a speech bubble that indicates harmful output","file":{"fid":"265824","name":"AdobeStock_1804837799.png","image_path":"\/sites\/default\/files\/2026\/10\/13\/AdobeStock_1804837799.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/13\/AdobeStock_1804837799.png","mime":"image\/png","size":656150,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/13\/AdobeStock_1804837799.png?itok=6Ofyls0F"}}},"media_ids":["681420"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"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\u003ECatherine Barzler, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:catherine.barzler@gatech.edu\u0022\u003Ecatherine.barzler@gatech.edu\u003C\/a\u003E\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":"2026-10-13 14:46:17","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":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693198":{"#nid":"693198","#data":{"type":"news","title":"What Are We Giving Up When We Give Up Data Privacy?","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003ECharles Woods, a privacy rhetoric expert in Georgia Tech\u0027s School of Literature, Media, and Communication at the Ivan Allen College of Liberal Arts, shares four major concerns.\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e1f8e241fe1b6fd530b9630c54994b205\u0022\u003E\u003Cstrong\u003EWhat\u2019s happening:\u0026nbsp;\u003C\/strong\u003EAs people share more personal information through social media, online purchases, health trackers, and location services, Woods warns that many accept data collection without fully understanding how their information is shared and monetized.\u003Cbr\u003E\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e23145cb70ed4e1e0cb082d4bff9d8157\u0022\u003E\u003Cstrong\u003EWhy it\u0027s important:\u0026nbsp;\u003C\/strong\u003EIncreasing third-party data sharing and privacy slippage between corporate and government organizations threatens our privacy and makes us more susceptible to digital profiling, targeted enforcement, and self-censorship.\u003Cbr\u003E\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e03d2093f47eade25a63ae531dadeca34\u0022\u003E\u003Cstrong\u003EExpert insight:\u0026nbsp;\u003C\/strong\u003E\u0022What we need to do in response to the astronomical streams of data being shared online is develop a response to our surveillance apathy,\u201d Woods said.\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Ca href=\u0022https:\/\/iac.gatech.edu\/featured-news\/2026\/10\/data-privacy-concerns\u0022\u003ERead the full story.\u003C\/a\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECharles Woods, a privacy rhetoric expert in Georgia Tech\u0027s School of Literature, Media, and Communication at the Ivan Allen College of Liberal Arts, shares four major concerns.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Charles Woods, a privacy rhetoric expert in Georgia Tech\u0027s School of Literature, Media, and Communication at the Ivan Allen College of Liberal Arts, shares four major concerns."}],"uid":"35766","created_gmt":"2026-10-12 14:31:18","changed_gmt":"2026-10-13 14:32:42","author":"dminardi3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-12T00:00:00-04:00","iso_date":"2026-10-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681409":{"id":"681409","type":"image","title":"MERCURY--4-.jpg","body":null,"created":"1791816096","gmt_created":"2026-10-12 14:41:36","changed":"1791816096","gmt_changed":"2026-10-12 14:41:36","alt":"Stock photo of person shopping online with a credit card","file":{"fid":"265812","name":"MERCURY--4-.jpg","image_path":"\/sites\/default\/files\/2026\/10\/12\/MERCURY--4-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/12\/MERCURY--4-.jpg","mime":"image\/jpeg","size":863538,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/12\/MERCURY--4-.jpg?itok=zZFkV5ef"}}},"media_ids":["681409"],"groups":[{"id":"1281","name":"Ivan Allen College of Liberal Arts"},{"id":"1188","name":"Research Horizons"},{"id":"1283","name":"School of Literature, Media, and Communication"}],"categories":[{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"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\u003E\u003Ca href=\u0022mailto:diminardi@gatech.edu\u0022\u003EDi Minardi\u003C\/a\u003E\u003Cbr\u003E\u003Cstrong\u003EIvan Allen College of Liberal Arts\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["dminardi3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}