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Adaptive auditing of AI systems with anytime-valid guarantees
An adaptive auditing framework using anytime-valid betting tests rigorously evaluates AI failure modes with as few as 20 observations and certifies global robustness upon passing stringent audits.
Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 15 of 20 reviewers recommend it
lenient 5/5
medium 7/10
strict 3/5