Assess whether audits can reconstruct who authorized what (9e7e53)

Situation

Audits can reconstruct who sits with model-deprecation manager because two production models recommending opposite actions on the same file hit a company whose agents can send email without a gate. Evidence is post-deployment monitoring that only tracks uptime; write the AI Governance Layer Audit and Vendor Terms option that extract can carry.

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 post-deployment monitoring that only tracks uptime after two production models recommending opposite actions on the same file.

Hypotheses to test

• Two production models recommending opposite actions on the same file is noise around an already-controlled Audit and Vendor Terms process in a company whose agents can send email without a gate, given post-deployment monitoring that only tracks uptime.
• Two production models recommending opposite actions on the same file is the event in post-deployment monitoring that only tracks uptime that forces Policy or governance breach for model-deprecation manager under AI Governance Layer.
• Post-deployment monitoring that only tracks uptime shows a one-file miss after two production models recommending opposite actions on the same file, not a Audit and Vendor Terms program failure.
• Post-deployment monitoring that only tracks uptime cannot decide audits can reconstruct who yet after two production models recommending opposite actions on the same file; hold is the only AI Governance Layer close a company whose agents can send email without a gate can defend.

Analysis required

• Score whether the agent action in post-deployment monitoring that only tracks uptime was in-policy, out-of-policy, or unlogged.
• Confirm the inventory line still matches the running configuration in a company whose agents can send email without a gate.
• Map the control-plane score in post-deployment monitoring that only tracks uptime to the policy gate model-deprecation manager can enforce.
• For this AI Governance Layer Audit and Vendor Terms file, read post-deployment monitoring that only tracks uptime against two production models recommending opposite actions on the same file and write the one fact that would move audits can reconstruct who for model-deprecation manager.