{"690640":{"#nid":"690640","#data":{"type":"event","title":"School of CSE Seminar Series: Gaeun (Gwenn) Seo","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E\u0026nbsp;Gaeun (Gwenn) Seo, academic professional and director of graduate career development at Georgia Tech\u003Cbr\u003E\u003Cstrong\u003EDate and Time:\u003C\/strong\u003E\u0026nbsp;June 15, 11:00 a.m. - 12:00 p.m.\u003Cbr\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;Virtual (Zoom)\u003Cbr\u003E\u003Cstrong\u003EHost:\u003C\/strong\u003E\u0026nbsp;TBD\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fgatech.zoom.us%2Fs%2F92468824956\u0026amp;data=05%7C02%7Cbwine3%40gatech.edu%7C7c55ebd89ba240d76d8608dec1774617%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639160915200400449%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=53TcvEuRsAvW14TGUvmvu%2B1OmpVelwE3Y92YSlTMlfY%3D\u0026amp;reserved=0\u0022 target=\u0022_blank\u0022\u003EZoom Meeting Link\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EIf link fails or joining by phone:\u003Cbr\u003EMeeting ID: 924 6882 4956\u003Cbr\u003EPasscode: 239290\u003Cbr\u003EDial: +1 507 473 4847\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E\u0026nbsp;\u003Cem\u003EDeveloping Computational Judgment in the Age of AI\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E AI is changing not only how computational work is learned and produced, but also how competence in that work can be evaluated. As AI-supported tools and agentic workflows increasingly shape coding, analysis, modeling, simulation, and explanation, computational education faces an important question: What does it mean to demonstrate competence when final outputs no longer fully reveal the reasoning, verification, and decisions behind the work?\u003C\/p\u003E\u003Cp\u003EIn this talk, Dr. Gaeun (Gwenn) Seo introduces computational judgment as a working construct for studying learners\u2019 ability to evaluate, verify, adapt, and communicate computational outputs and decisions in AI-mediated environments. Drawing on her research in learning systems, competency development, and professional formation in STEM and computational contexts, she connects this construct to broader questions about how students develop and demonstrate computational competence as work changes. The talk outlines a human-centered research agenda for making computational competence more visible, assessable, and responsive to emerging forms of AI-mediated computational learning and work.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E Gaeun (Gwenn) Seo studies how students and professionals develop competence, judgment, and professional direction as AI and computational tools reshape learning and work. Her current research focuses on AI-mediated computational learning and work, computational judgment, STEM doctoral education, and competency development and assessment. She is currently an Academic Professional and Director of Graduate Career Development at Georgia Tech, with promotion to Senior Academic Professional effective August 2026, and serves as Co-PI and research lead on a five-year NSF Innovation in Graduate Education grant studying flexible funding models, industry engagement, internships, and STEM Ph.D. training. Dr. Seo has taught, designed, and evaluated graduate and professional learning experiences across Georgia Tech, Princeton University, Cornell University and Weill Cornell Medicine, and the University of Illinois at Urbana\u2013Champaign. Her teaching has been recognized through \u201cTeacher Ranked as Excellent by Students\u201d honors at both UIUC and Weill Cornell Medicine, and her scholarship has appeared in peer-reviewed journals including the Journal of Career Development, International Journal of Doctoral Studies, and Journal of Further and Higher Education. Her teaching, leadership, and service have received major recognition, including the Georgia Tech Graduate Student Government Association\u2019s Faculty of the Year Award and the Career Services Excellence Award from the National Association of Colleges and Employers (NACE). She earned her Ph.D. from the University of Illinois at Urbana\u2013Champaign, where her dissertation research received the College of Education\u2019s Hardie Dissertation Award.\u003C\/p\u003E\u003Cp\u003EFor scheduling information, please contact Sophie McGivern at smcgivern3@gatech.edu.\u003Cbr\u003EFor Zoom meeting and recording information, please contact Bryant Wine at bwine3@gatech.edu.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E\u0026nbsp;Gaeun (Gwenn) Seo, academic professional and director of graduate career development at Georgia Tech\u003Cbr\u003E\u003Cstrong\u003EDate and Time:\u003C\/strong\u003E\u0026nbsp;June 15, 11:00 a.m. - 12:00 p.m.\u003Cbr\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;Virtual (Zoom)\u003Cbr\u003E\u003Cstrong\u003EHost:\u003C\/strong\u003E\u0026nbsp;TBD\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETitle:\u003C\/strong\u003E\u0026nbsp;\u003Cem\u003EDeveloping Computational Judgment in the Age of AI\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of CSE hosts a seminar from Georgia Tech Academic Professional and Director of Graduate Career Development Gaeun (Gwenn) Seo"}],"uid":"36319","created_gmt":"2026-06-04 16:21:37","changed_gmt":"2026-06-04 16:23:29","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-06-15T11:00:00-04:00","event_time_end":"2026-06-15T12:00:00-04:00","event_time_end_last":"2026-06-15T12:00:00-04:00","gmt_time_start":"2026-06-15 15:00:00","gmt_time_end":"2026-06-15 16:00:00","gmt_time_end_last":"2026-06-15 16:00:00","rrule":null,"timezone":"America\/New_York"},"location":"Virtual (Zoom)","extras":[],"hg_media":{"680417":{"id":"680417","type":"image","title":"Gaeun-Gwenn-Seo.jpg","body":null,"created":"1780590171","gmt_created":"2026-06-04 16:22:51","changed":"1780590171","gmt_changed":"2026-06-04 16:22:51","alt":"CSE Seminar Gaeun (Gwenn) Seo","file":{"fid":"264674","name":"Gaeun-Gwenn-Seo.jpg","image_path":"\/sites\/default\/files\/2026\/06\/04\/Gaeun-Gwenn-Seo.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/04\/Gaeun-Gwenn-Seo.jpg","mime":"image\/jpeg","size":26199,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/04\/Gaeun-Gwenn-Seo.jpg?itok=0kT-qVmX"}}},"media_ids":["680417"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[],"keywords":[{"id":"166983","name":"School of Computational Science and Engineering"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1795","name":"Seminar\/Lecture\/Colloquium"}],"invited_audience":[{"id":"194945","name":"Alumni"},{"id":"78761","name":"Faculty\/Staff"},{"id":"177814","name":"Postdoc"},{"id":"78771","name":"Public"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EFor scheduling information, please contact Sophie McGivern at smcgivern3@gatech.edu.\u003Cbr\u003EFor Zoom meeting and recording information, please contact Bryant Wine at bwine3@gatech.edu.\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}