The benchmark where AIs have to lie to win

An AI researcher built a custom benchmark using the social deception game Blood on the Clocktower to evaluate frontier models on long-term strategy, multi-agent coordination, and deceptive reasoning. Running hundreds of matches across different models, the author found that newer OpenAI models significantly outperformed Anthropic models, particularly in skepticism and defensive reasoning on the good team. Open article →