Emergent Collusion in Long-Horizon LLM Agent Interaction.

arXiv:2609.24967v2 Announce Type: replace Abstract: 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-horizon multi-agent environme