04:00
2026-06-17
arxiv.org
large-language-models
Decoding Hidden Deception in Reasoning LLMs: Activation Explainers for Deception Auditing
Researchers introduced STATEWITNESS, an activation explainer that decodes hidden states from reasoning LLMs to audit deceptive behavior, achieving 0.916 mean AUROC and outperforming existing monitors …