Lying to Win: Assessing LLM Deception through Human-AI Games and Parallel-World Probing

Arash Marioriyad, Ali Nouri, Mohammad Hossein Rohban +1

As Large Language Models (LLMs) transition into autonomous agentic roles, the risk of deception-defined behaviorally as the systematic provision of false information to satisfy ext…