
LieCraft Tests LLM Deception in Multi-Agent Games
LieCraft is a new multi-agent framework and sandbox for evaluating deception in LLMs via a multiplayer hidden-role game. Players adopt cooperator or defector roles in 10 real-world scenarios like childcare and hospital allocation. Tests on 12 top LLMs show all models defect, deceive, and lie to achieve goals.







