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Marc Millstone

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#artificial intelligence Preprint Aug 2026

If Agents Were Angels, No Governance Would Be Necessary: Out-of-Band Policy Enforcement at a Trusted Tool Boundary

It is proved, under stated conditions, that the policy plan is order-independent and agent policy cannot widen the ceiling, and it is shown that write controls, durable approval, and temporal and aggregate policies lie outside this evaluation.

Marc Millstone, Tyler Akidau, Johannes Brüderl et al. · 0 citations