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Understanding Generalization Requires Universal Induction
Classical statistics cannot justify AI inductive biases, so universal induction relativized to preexisting information formally defines the limits of learnable prediction.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 6 of 20 reviewers recommend it
lenient 3/5
medium 3/10
strict 0/5