Emergent Collusion in Long-Horizon LLM Agent Interaction

Xinrui Shi, Yanzhe Zhang, Diyi Yang

LLM agents are increasingly deployed in collaborative settings, yet long-term interaction may give rise to undesirable coordination. We study the emergence of collusion in a long-h…