Soft-Label Governance for Distributional Safety in Multi-Agent Systems
arXiv:2604.19752v1 Announce Type: cross
Abstract: 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 inheren…