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MafiaScope: Inspecting Multi-Agent Reasoning in Social Deduction Games
An LLM agent's public behaviour reveals little about its social reasoning: an agent that votes correctly may be guessing, and its public claims may differ from privately elicited assessments. We present MafiaScope, an open testbed that turns the social deduction game Mafia into a measurement instrum
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