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University of Pennsylvania CIS 7000

Professor Roth · University of Pennsylvania · 1 lecture with notes

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Mathematical Foundations of AI Alignment, Lecture 11.2 (Tractable Agreement From Calibration)

13 Oct 2026

Conversation calibration makes persistent human–AI disagreement costly in prediction error, yielding fast approximate agreement without Bayesian agents or a known prior.

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