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DTSTAMP:20260605T154544Z
LOCATION:Bldg. 6 - Room 104
DTSTART;TZID=Europe/Stockholm:20260701T100000
DTEND;TZID=Europe/Stockholm:20260701T103000
UID:submissions.pasc-conference.org_PASC26_sess154_msa262@linklings.com
SUMMARY:Co-Designing Trustworthy Scientific Agents: From Closed-Loop Valid
 ation to Self-Improving Discovery
DESCRIPTION:Neeraj Kumar (Pacific Northwest National Laboratory)\n\nThe Tr
 ansformational AI Models Consortium (ModCon) is a foundational initiative 
 of the Genesis Mission, advancing the nation's scientific and technologica
 l resources to develop and deploy AI models that revolutionize scientific 
 discovery. In this talk, I'll discuss how we co-design trustworthy scienti
 fic agents across ModCon's intelligence layer and the American Science Clo
 ud (AmSC) platform, from closed-loop validation that grounds agents in exp
 erimental/computational ground truth to self-improving loops that strength
 en reliability and accountability at scale.\n\nDomain: Applied Social Scie
 nces and Humanities, Life Sciences, Computational Methods and Applied Math
 ematics\n\nSession Chairs: Justin M. Wozniak (Argonne National Laboratory,
  University of Chicago) and Thomas Brettin (Argonne National Laboratory, U
 niversity of Chicago)\n\n
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