Peter R. Lewis

Evaluating Language Model Safety Across Long Adversarial Conversations

Proof-of-concept evidence that strong single-turn safety does not necessarily persist during sustained adversarial interaction is provided, highlighting the need for long-horizon evaluations and conversation-level safeguards that account for risk accumulating across turns.