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Emergent Collusion in Long-Horizon LLM Agent Interaction

Shi, Xinrui et al.
arXiv (All) · Papers
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computation-and-language
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 environment: two agents repeatedly complete individual tasks, share task logs, verify each other's wo
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