AI RESEARCH
Soft-Label Governance for Distributional Safety in Multi-Agent Systems
arXiv CS.AI
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ArXi:2604.19752v1 Announce Type: cross Multi-agent AI systems exhibit emergent risks that no single agent produces in isolation. Existing safety frameworks rely on binary classifications of agent behavior, discarding the uncertainty inherent in proxy-based evaluation. We