Assess whether agents must have a human gate for external actions (e0409e)

Situation

Enterprise AI control-plane owner owns agents must have a human gate inside a hospital committee that never records dissent with multi-model disagreement log on production cases as the only packet. Two production models recommending opposite actions on the same file is what changed the clock for this AI Governance Layer Lifecycle and Accountability file.

Decision

Enterprise AI control-plane owner 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 two production models recommending opposite actions on the same file.

Hypotheses to test

• Authorize Policy or governance breach now; multi-model disagreement log on production cases already has the discriminator after two production models recommending opposite actions on the same file.
• Keep Model defect in force until multi-model disagreement log on production cases is completed after two production models recommending opposite actions on the same file for enterprise AI control-plane owner.
• Treat multi-model disagreement log on production cases as Dual failure because both readings appear after two production models recommending opposite actions on the same file.
• Refuse a AI Governance Layer close: enterprise AI control-plane owner does not have the page agents must have a human gate turns on in multi-model disagreement log on production cases.

Analysis required

• 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 enterprise AI control-plane owner can enforce.
• Name the override that would let agents must have a human gate proceed without a silent bypass.
• For this AI Governance Layer Lifecycle and Accountability file, read multi-model disagreement log on production cases against two production models recommending opposite actions on the same file and write the one fact that would move agents must have a human gate for enterprise AI control-plane owner.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Lifecycle and Accountability packet (multi-model disagreement log on production cases after two production models recommending opposite actions on the same file). The follow-on Lifecycle and Accountability action is what enterprise AI control-plane owner does next: implement the option, assign an owner, and log the missing fact.