AI RESEARCH
Evaluating Large Language Models in a Complex Hidden Role Game
arXiv CS.AI
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ArXi:2605.22826v1 Announce Type: cross Quantifying the deceptive potential of Large Language Models (LLMs) is critical for AI safety, yet difficult to achieve in uncontrolled environments. This work investigates the reasoning, persuasion, and deceptive capabilities of LLMs within the social deduction game Secret Hitler. I