{"676014":{"#nid":"676014","#data":{"type":"event","title":"PhD Proposal by Gennie Mansi","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ECentering User Needs at the Intersection of AI and Law\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGennie Mansi\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EPh.D. Student in Human-centered Computing\u003C\/p\u003E\u003Cp\u003ESchool of Interactive Computing\u003C\/p\u003E\u003Cp\u003EGeorgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate:\u0026nbsp;\u003C\/strong\u003E21 August 2024\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETime:\u0026nbsp;\u003C\/strong\u003E1-3 pm EST\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELocation:\u003C\/strong\u003E\u0026nbsp;\u003Ca href=\u0022https:\/\/gatech.zoom.us\/j\/96942658756\u0022\u003Evirtual link\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommittee:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDr. Mark Riedl (advisor), School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EProf. Benjamin Sundholm, School of Law, St. John\u2019s University\u003C\/p\u003E\u003Cp\u003EDr. Naveena Karusala, School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003EDr. Agata Rozga, School of Interactive Computing, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThere are mounting calls for the use of explainable AI (XAI) systems\u2014AI systems\u0026nbsp;that provide human-understandable explanations for their responses\u2014in high-stakes decision making environments to support human oversight of AI decisions. These calls are\u0026nbsp;built on the assumption that explanations change what users know, enabling them to act\u0026nbsp;in response to the system. However, much of XAI has focused on algorithmic development, rather than understanding the connection between users\u2019 context, XAI systems, and\u0026nbsp;users\u2019 actions. This is a barrier to reaping the potential benefits of XAI systems because\u0026nbsp;the resulting interfaces don\u2019t sufficiently account for and satisfy users\u2019 information needs\u0026nbsp;in their decision-making contexts, failing to enable user action. Consequently, we need to\u0026nbsp;study what kinds of information users\u2019 need in XAI systems, what kinds of actions they\u0026nbsp;take in response, and how to design XAI systems in light of under-explored aspects of\u0026nbsp;users\u2019 context.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMy work aims to shed light on how to better design XAI systems in light of users\u2019\u0026nbsp;context, information, and action needs. Building on my prior work developing a user-centered mapping between information XAI systems can provide and actions users take\u0026nbsp;in response, I propose continuing this thread further through the exploration of laws and\u0026nbsp;regulations as an under-explored aspect of context that current AI systems do not account\u0026nbsp;for. Specifically, I propose a user-centered analysis of the role of laws and regulations in\u0026nbsp;shaping their explanation needs from an AI system. In addition, I propose creating a novel\u0026nbsp;SBD approach for use with lawyers in order to distill the legal requirements that should be\u0026nbsp;communicated to users. We will create a set of artifacts that can then be used to triangulate\u0026nbsp;and communicate about users\u2019 needs, legal requirements, and the design of explanations,\u0026nbsp;supporting the improved design of XAI systems.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ECentering User Needs at the Intersection of AI and Law\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Centering User Needs at the Intersection of AI and Law "}],"uid":"27707","created_gmt":"2024-08-15 12:24:25","changed_gmt":"2024-08-15 12:25:26","author":"Tatianna Richardson","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2024-08-21T13:00:00-04:00","event_time_end":"2024-08-21T15:00:00-04:00","event_time_end_last":"2024-08-21T15:00:00-04:00","gmt_time_start":"2024-08-21 17:00:00","gmt_time_end":"2024-08-21 19:00:00","gmt_time_end_last":"2024-08-21 19:00:00","rrule":null,"timezone":"America\/New_York"},"location":"ZOOM","extras":[],"groups":[{"id":"221981","name":"Graduate Studies"}],"categories":[],"keywords":[{"id":"102851","name":"Phd proposal"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[{"id":"1788","name":"Other\/Miscellaneous"}],"invited_audience":[{"id":"78771","name":"Public"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}