Question 1

What is AI enforcement infrastructure?

Accepted Answer

AI enforcement infrastructure is the layer that intercepts and enforces policy on AI actions before they execute, ensuring agents cannot take unauthorized actions even when instructed to do so.

Question 2

What is fail-closed execution in AI systems?

Accepted Answer

Fail-closed execution means that if an AI agent cannot verify it has authorization to take an action, it refuses to proceed. No action is taken without a valid, verified approval.

Question 3

How does AI Syndicate differ from logging tools?

Accepted Answer

Logging tools record what happened after the fact. AI Syndicate enforces policy before execution occurs and records who approved what, with what parameters, under which policy version.

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The Approval Envelope: Runtime Authorization for AI Execution