Adaptive auditing of AI systems with anytime-valid guarantees.

arXiv:2605.07002v2 Announce Type: replace Abstract: A major bottleneck in characterizing the failure modes of generative AI systems is the cost and time of annotation and evaluation. Consequently, adaptive testing paradigms have gained popularity, where one op