JANUS: Evaluating Goal-Conditioned Distortion in Factually Grounded LLM Communication.

arXiv:2606.10852v2 Announce Type: replace-cross Abstract: LLM deception is often evaluated through fabricated claims, explicit lies, or strategic concealment. Yet misleading communication can also arise from selectively presenting true facts, for example, by o