persuasion.LLM Persuasion Benchmark tests whether one language model can change another model’s stated position over the course of a multi-turn conversation. It runs round-robin persuasion dialogues on contested propositions and measures both persuasive effectiveness and target resistance from stance shifts recorded before and after each exchange.