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News/Minimal Oversight: Uncertainty-Aware Governance for Delegated AI Systems
arxiv
PublishedJune 16, 2026 at 4:00 AM

Minimal Oversight: Uncertainty-Aware Governance for Delegated AI Systems

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arXiv:2606.15563v1 Announce Type: new Abstract: AI systems increasingly delegate decisions to specialized models, evaluators, tools, and supervisory controllers. The central AI problem is no longer only model accuracy, but uncertainty-aware governance: how much autonomy to grant, which evidence shou

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