BEGIN:VCALENDAR PRODID:-//Google Inc//Google Calendar 70.9054//EN VERSION:2.0 CALSCALE:GREGORIAN METHOD:REQUEST BEGIN:VTIMEZONE TZID:America/Los_Angeles X-LIC-LOCATION:America/Los_Angeles BEGIN:DAYLIGHT TZOFFSETFROM:-0800 TZOFFSETTO:-0700 TZNAME:PDT DTSTART:19700308T020000 RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=2SU END:DAYLIGHT BEGIN:STANDARD TZOFFSETFROM:-0700 TZOFFSETTO:-0800 TZNAME:PST DTSTART:19701101T020000 RRULE:FREQ=YEARLY;BYMONTH=11;BYDAY=1SU END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTART;TZID=America/Los_Angeles:20240130T120000 DTEND;TZID=America/Los_Angeles:20240130T130000 DTSTAMP:20240129T180109Z ORGANIZER;CN=Ananditha Raghunath:mailto:ara...@cs.washington.edu UID:5v6lesb9f3moqb3t84r9p78...@google.com ATTENDEE;CUTYPE=INDIVIDUAL;ROLE=REQ-PARTICIPANT;PARTSTAT=ACCEPTED;RSVP=TRUE ;CN=Ananditha Raghunath;X-NUM-GUESTS=0:mailto:ara...@cs.washington.edu ATTENDEE;CUTYPE=INDIVIDUAL;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP= TRUE;CN=change@change.washington.edu;X-NUM-GUESTS=0:mailto:cha...@change.wa shington.edu ATTENDEE;CUTYPE=INDIVIDUAL;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP= TRUE;CN=devanshsax...@cmu.edu;X-NUM-GUESTS=0:mailto:devanshsax...@cmu.edu ATTENDEE;CUTYPE=INDIVIDUAL;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP= TRUE;CN=Innocent Obi;X-NUM-GUESTS=0:mailto:inno...@cs.washington.edu ATTENDEE;CUTYPE=INDIVIDUAL;ROLE=REQ-PARTICIPANT;PARTSTAT=NEEDS-ACTION;RSVP= TRUE;CN=Lisa Orii;X-NUM-GUESTS=0:mailto:lisao...@cs.washington.edu X-MICROSOFT-CDO-OWNERAPPTID:-508351024 CREATED:20240103T202921Z DESCRIPTION:<br><br><span>This week at </span><span>Change</span><span>\, w e're grateful to have Dr.</span><span> </span><span>Devansh</span><span> </ span><span>Saxena (he/him) give a talk on</span><span> </span><i>Rethinking AI Innovation in the Public Sector through the Lens of Repair Work.</i><br ><br><br><br><br><div dir="auto"><br><p><b>Description</b>: Emerging eviden ce from research on algorithmic decision-making in the public sector sugges ts that AI systems are leading to outcome-oriented harms that disproportion ately impact low-income and minority communities. Here\, the interplay betw een the legal and systemic mechanics and AI systems can adversely impact th e fairness of the decision-making process itself. I unpack process-oriented harms in child welfare that adversely affect the nature of professional pr actice\, and administration at the agency\, and lead to unreliable decision s at the street level. Caseworkers are compelled to undertake additional la bor 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.<br><br><b>Bio</b>: Devansh Saxena is a P residential Postdoctoral Fellow at Carnegie Mellon University and will be j oining the Information School at the University of Wisconsin-Madison as an Assistant Professor in Fall 2024. He studies sociotechnical practices of de cision-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\, nuan ces of professional practice\, and algorithmic decision-making. He is inter ested in developing new methods and tools that support AI innovation at the earliest stages of ideation\, problem formulation\, and project selection. <br><br><b>Resources</b>: <a href="https://dl.acm.org/doi/abs/10.1145/36164 73">https://dl.acm.org/doi/abs/10.<wbr />1145/3616473</a>\, <a href="https: //dl.acm.org/doi/abs/10.1145/3544548.3581308">https://dl.acm.<wbr />org/doi /abs/10.1145/3544548.<wbr />3581308</a></p><p>We hope to see you there! Che ck out our website: <a href="http://www.change.washington.edu/";>www.change. <wbr />washington.edu</a></p><p>Location: Tuesdays from 12-1pm PST in 387 C SE2 (The Bill and Melinda Gates Center) or on Zoom: <a href="https://washin gton.zoom.us/j/91639643408">Https://washington.zoom.<wbr />us/j/91639643408 </a></p><p><br></p> LAST-MODIFIED:20240129T180107Z LOCATION: SEQUENCE:0 STATUS:CONFIRMED SUMMARY:UW CSE CHANGE Seminar - Dr. Devansh Saxena TRANSP:OPAQUE BEGIN:VALARM ACTION:DISPLAY DESCRIPTION:This is an event reminder TRIGGER:-P0DT0H10M0S END:VALARM END:VEVENT END:VCALENDAR
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