UW CSE CHANGE Seminar - Dr. Devansh Saxena Tuesday Jan 30, 2024 ⋅ 12pm – 1pm Pacific Time - Los Angeles This week at Change, we're grateful to have Dr. Devansh Saxena (he/him) give a talk on Rethinking AI Innovation in the Public Sector through the Lens of Repair Work.Description: Emerging evidence from research on algorithmic decision-making in the public sector suggests that AI systems are leading to outcome-oriented harms that disproportionately impact low-income and minority communities. Here, the interplay between the legal and systemic mechanics and AI systems can adversely impact the fairness of the decision-making process itself. I unpack process-oriented harms in child welfare that adversely affect the nature of professional practice, and administration at the agency, and lead to unreliable decisions at the street level. Caseworkers are compelled to undertake additional labor in the form of repair work to restore disrupted administrative workflow and decision-making processes, all while facing organizational pressures and time and resource constraints.Bio: Devansh Saxena is a Presidential Postdoctoral Fellow at Carnegie Mellon University and will be joining the Information School at the University of Wisconsin-Madison as an Assistant Professor in Fall 2024. He studies sociotechnical practices of decision-making in high-stakes domains and the social impacts of introducing AI in such domains. His work examines how human-AI interaction plays out in practice where decisions are mediated by organizational constraints, nuances of professional practice, and algorithmic decision-making. He is interested in developing new methods and tools that support AI innovation at the earliest stages of ideation, problem formulation, and project selection.Resources: https://dl.acm.org/doi/abs/10.1145/3616473, https://dl.acm.org/doi/abs/10.1145/3544548.3581308We hope to see you there! Check out our website: www.change.washington.eduLocation: Tuesdays from 12-1pm PST in 387 CSE2 (The Bill and Melinda Gates Center) or on Zoom: Https://washington.zoom.us/j/91639643408 Organizer Ananditha Raghunath araghu@cs.washington.edu Guests Ananditha Raghunath - organizer change@change.washington.edu devanshsaxena@cmu.edu Innocent Obi Lisa Orii View all guest info https://calendar.google.com/calendar/event?action=VIEW&eid=NXY2bGVzYjlmM21vc... Reply for change@change.washington.edu and view more details https://calendar.google.com/calendar/event?action=VIEW&eid=NXY2bGVzYjlmM21vc... Your attendance is optional. ~~//~~ Invitation from Google Calendar: https://calendar.google.com/calendar/ You are receiving this email because you are an attendee on the event. To stop receiving future updates for this event, decline this event. Forwarding this invitation could allow any recipient to send a response to the organizer, be added to the guest list, invite others regardless of their own invitation status, or modify your RSVP. Learn more https://support.google.com/calendar/answer/37135#forwarding