AI RESEARCH
Adaptive Accountability in Networked MAS: Tracing and Mitigating Emergent Norms at Scale
arXiv CS.AI
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ArXi:2512.18561v3 Announce Type: replace-cross Large-scale networked multi-agent systems increasingly underpin critical infrastructure, yet their collective behavior can drift toward undesirable emergent norms such as collusion, resource hoarding, and implicit unfairness.