Where Does Reasoning Break? Step-Level Hallucination Detection via Hidden-State Transport Geometry

Tyler Alvarez, Ali Baheri

Large language models hallucinate during multi-step reasoning, but most existing detectors operate at the trace level: they assign one confidence score to a full output, fail to lo…