most citedInstitutional AI: A Governance Framework for Distributional AGI Safety

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cs.GT2026

Institutional AI: Governing LLM Collusion in Multi-Agent Cournot Markets via Public Governance Graphs

Marcantonio Bracale Syrnikov, Federico Pierucci, Marcello Galisai +6

Multi-agent LLM ensembles can converge on coordinated, socially harmful equilibria. This paper advances an experimental framework for evaluating Institutional AI, our system-level…