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DTSTART;TZID=America/New_York:20250213T153000
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CREATED:20250210T190139Z
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SUMMARY:CIS Seminar: "Bridging Informal and Formal AI Reasoning"
DESCRIPTION:Neural language models have opened a fascinating\, flexible platform for reasoning in mathematics\, programming\, and beyond. This talk will explore the intersection of these models and the rigor of formal reasoning. First\, I discuss my work on building foundation models for mathematics and using language to guide the search for formally verified proofs. Then\, I present our research on inference-time reasoning\, which uncovers new scaling laws for reasoning based on optimally combining generators and verifiers. Finally\, I discuss the challenge of building AI systems that improve their reasoning capabilities over time by learning from both formal and informal feedback. I close by discussing opportunities and future directions in mathematics\, programming\, agents\, and beyond.
URL:https://seasevents.nmsdev7.com/event/cis-seminar-bridging-informal-and-formal-ai-reasoning/
LOCATION:Wu and Chen Auditorium (Room 101)\, Levine Hall\, 3330 Walnut Street\, Philadelphia\, PA\, 19104\, United States
ORGANIZER;CN="Computer and Information Science":MAILTO:cherylh@cis.upenn.edu
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