Matthew Riemer

Position: Collusion Risks Among AI Reasoning Agents Justify Certification Requirements for Making Market Decisions

This position paper argues that AI agents with chain-of-thought reasoning capabilities are predisposed to exhibit collusive behavior and should be required to obtain behavioral certification before making decisions that affect economic markets, and provides preliminary evidence that such agents can be steered in a generalizable way toward efficient competitive equilibria.