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CAREER: A Full-Stack Science of AI Reliability: Robust Models and Tractable Collaboration

Organization University of PennsylvaniaLocation PHILADELPHIA, United StatesPosted 1 Jun 2026Deadline 31 May 2031
NSFUS FederalResearch GrantScience FoundationPA
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Artificial intelligence (AI) systems increasingly assist with decisions in areas such as, medicine, science, and education, but they still make simple reasoning mistakes. Thus, they can be unreliable in high-stakes settings. This project develops a science of AI reliability by identifying why these systems fail and by designing principled methods…

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CAREER: A Full-Stack Science of AI Reliability: Robust Models and Tractable Collaboration — University of Pennsylvania | | Dev Procure