AI RESEARCH
Voluntary Collusion with Secret Tools in Competing LLM Agents
arXiv CS.AI
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ArXi:2605.27593v1 Announce Type: new Even when a tool is explicitly described as unfair and harmful to others, ostensibly safety-aligned LLM agents still voluntarily engage in secret collusion whenever doing so confers a strategic advantage. To investigate this phenomenon, we