AI × CryptoNeutralarXiv – CS AI · 6h ago7/10
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Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems
Researchers propose adapting centuries-old human anti-collusion mechanisms to multi-agent AI systems, which increasingly demonstrate coordinated behavior similar to market cartels. The paper develops a taxonomy of five human strategies—sanctions, leniency, monitoring, market design, and governance—and maps them to AI interventions, while identifying critical implementation challenges like agent attribution and identity fluidity.