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

Igor Itkin

Token-level hallucination detectors are evaluated as classifiers, by AUC over all tokens, yet a streaming monitor is judged by its reaction time: the number of tokens that pass bet…