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Quickest Detection of Hallucination Onset: Delay Bounds and Learned CUSUM Statistics

Hugging Face Daily Papers · 2026-06-10 Cached

Reformulates token-level hallucination detection as a quickest change detection problem, establishing theoretical lower bounds on detection delay and showing that causal recurrent models achieve near-optimal performance, outperforming linear baselines.

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