The Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice.

arXiv:2608.28930v2 Announce Type: replace-cross Abstract: Hidden-state probes effectively detect LLM hallucinations, but the geometry of the signal remains poorly characterized, driving increasingly complex probe architectures. Across three 7B-scale models and