Model-deprecation manager must resolve whether agents must have a human gate

Situation

Agents must have a human gate sits with model-deprecation manager because a vendor that changed subprocessors without notice hit a hospital committee that never records dissent. Evidence is multi-model disagreement log on production cases; write the AI Governance Layer Control Plane and Scoring option that extract can carry.

Decision

Model-deprecation manager in a hospital committee that never records dissent must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using multi-model disagreement log on production cases after a vendor that changed subprocessors without notice.

Hypotheses to test

• A vendor that changed subprocessors without notice is noise around an already-controlled Control Plane and Scoring process in a hospital committee that never records dissent, given multi-model disagreement log on production cases.
• A vendor that changed subprocessors without notice is the event in multi-model disagreement log on production cases that forces Policy or governance breach for model-deprecation manager under AI Governance Layer.
• Multi-model disagreement log on production cases shows a one-file miss after a vendor that changed subprocessors without notice, not a Control Plane and Scoring program failure.
• Multi-model disagreement log on production cases cannot decide agents must have a human gate yet after a vendor that changed subprocessors without notice; hold is the only AI Governance Layer close a hospital committee that never records dissent can defend.

Analysis required

• Score whether the agent action in multi-model disagreement log on production cases was in-policy, out-of-policy, or unlogged.
• Confirm the inventory line still matches the running configuration in a hospital committee that never records dissent.
• Map the control-plane score in multi-model disagreement log on production cases to the policy gate model-deprecation manager can enforce.
• For this AI Governance Layer Control Plane and Scoring file, read multi-model disagreement log on production cases against a vendor that changed subprocessors without notice and write the one fact that would move agents must have a human gate for model-deprecation manager.

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