Assess whether agents must have a human gate for external actions (dc1ef8)

Situation

A committee that has not met since the last incident put multi-model disagreement log on production cases in front of model-deprecation manager in a company whose agents can send email without a gate. This AI Governance Layer / Audit and Vendor Terms close is agents must have a human gate from multi-model disagreement log on production cases, and the live options are Policy or governance breach, Model defect, Dual failure.

Decision

Model-deprecation manager in a company whose agents can send email without a gate 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 committee that has not met since the last incident.

Hypotheses to test

• Multi-model disagreement log on production cases reads as Policy or governance breach once a committee that has not met since the last incident is lined up to the same AI Governance Layer population.
• Multi-model disagreement log on production cases is closer to Model defect after a committee that has not met since the last incident; Policy or governance breach would over-claim this Audit and Vendor Terms extract.
• Dual failure is still live in multi-model disagreement log on production cases for model-deprecation manager in a company whose agents can send email without a gate.
• Multi-model disagreement log on production cases is missing the fact model-deprecation manager needs after a committee that has not met since the last incident; stop this AI Governance Layer close.

Analysis required

• Name the override that would let agents must have a human gate proceed without a silent bypass.
• Test whether a committee that has not met since the last incident changed routing, logging, or human-in-the-loop on the live agent path.
• Score whether the agent action in multi-model disagreement log on production cases was in-policy, out-of-policy, or unlogged.
• For this AI Governance Layer Audit and Vendor Terms file, read multi-model disagreement log on production cases against a committee that has not met since the last incident and write the one fact that would move agents must have a human gate for model-deprecation manager.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Audit and Vendor Terms packet (multi-model disagreement log on production cases after a committee that has not met since the last incident). If multi-model disagreement log on production cases cannot force a AI Governance Layer label under Audit and Vendor Terms, stop. If multi-model disagreement log on production cases after a committee that has not met since the last incident cannot support Policy or governance breach versus Model defect on this AI Governance Layer Audit and Vendor Terms close, model-deprecation manager must leave the classification unresolved and name the missing control or provenance fact.