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DTSTART;TZID=America/Chicago:20251116T091000
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UID:submissions.supercomputing.org_SC25_sess223_misc125@linklings.com
SUMMARY:Invited Talk: Reinventing Discovery: Accelerating Science in the A
 ge of Artificial Super-Intelligence
DESCRIPTION:Rick Stevens (Argonne National Laboratory (ANL), University of
  Chicago)\n\nFrontier AI models have crossed a threshold. They no longer m
 erely assist scientists, but now co-design not only which questions to pur
 sue, but how to pursue them. This keynote examines how we can accelerate s
 cientific discovery using these advanced models. Drawing an analogy to Amd
 ahl’s Law, we’ll see how extraordinary speed-ups in hypothesis generation,
  simulation, and data interpretation collide with bottlenecks in chemistry
 , fabrication, and field observation, forcing a strategic rebalancing of t
 he entire research pipeline. We’ll explore embedding human values in auton
 omous goal setting, preserving trust and reproducibility amid synthetic da
 ta, and redesigning the workforce to align automated cognition with irrepl
 aceable human judgment. Last, we’ll introduce high-level considerations an
 d concrete actions to collectively explore how we can navigate this rapidl
 y changing landscape.\n\nRecording: Livestreamed, Recorded\n\nRegistration
  Category: Technical Program Reg Pass, Workshop Reg Pass\n\nSession Chairs
 : Vassil Alexandrov (Hartree Centre, STFC); Jack Dongarra (University of T
 ennessee, Knoxville; Oak Ridge National Laboratory (ORNL)); Erik Draeger (
 Lawrence Livermore National Laboratory (LLNL), Center for Applied Scientif
 ic Computing); Philippa Rubin (STFC Hartree Centre); Dieter A. Kranzlmuell
 er (Ludwig-Maxmilians-Universität München, Leibniz Supercomputing Centre (
 LRZ)); and Christian Engelmann (Oak Ridge National Laboratory (ORNL))\n\n
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