AI RESEARCH

LLM Constitutional Multi-Agent Governance

arXiv CS.AI

ArXi:2603.13189v1 Announce Type: cross Large Language Models (LLMs) can generate persuasive influence strategies that shift cooperative behavior in multi-agent populations, but a critical question remains: does the resulting cooperation reflect genuine prosocial alignment, or does it mask erosion of agent autonomy, epistemic integrity, and distributional fairness? We