AI agents often violate governance rules despite acknowledging them, highlighting a failure in current architectural approaches that rely solely on textual instructions. The AI Operating Standard (AOS) proposes a physical constraint layer with zones and roles to enforce compliance at execution time, ensuring agents cannot circumvent rules even if they understand them.
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