Assess whether audits can reconstruct who authorized what (56e4a9)

Situation

In a company whose agents can send email without a gate, deprecation plan for a model still in a batch job is the evidence after a human reviewer who clicked approve in under two seconds. Model-deprecation manager has to pick Policy or governance breach or Model defect for this AI Governance Layer Audit and Vendor Terms close using deprecation plan for a model still in a batch job.

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 deprecation plan for a model still in a batch job after a human reviewer who clicked approve in under two seconds.

Hypotheses to test

• Authorize Policy or governance breach now; deprecation plan for a model still in a batch job already has the discriminator after a human reviewer who clicked approve in under two seconds.
• Keep Model defect in force until deprecation plan for a model still in a batch job is completed after a human reviewer who clicked approve in under two seconds for model-deprecation manager.
• Treat deprecation plan for a model still in a batch job as Dual failure because both readings appear after a human reviewer who clicked approve in under two seconds.
• Refuse a AI Governance Layer close: model-deprecation manager does not have the page audits can reconstruct who turns on in deprecation plan for a model still in a batch job.

Analysis required

• Map the control-plane score in deprecation plan for a model still in a batch job to the policy gate model-deprecation manager can enforce.
• Name the override that would let audits can reconstruct who proceed without a silent bypass.
• Test whether a human reviewer who clicked approve in under two seconds changed routing, logging, or human-in-the-loop on the live agent path.
• For this AI Governance Layer Audit and Vendor Terms file, read deprecation plan for a model still in a batch job against a human reviewer who clicked approve in under two seconds and write the one fact that would move audits can reconstruct who 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 (deprecation plan for a model still in a batch job after a human reviewer who clicked approve in under two seconds). If deprecation plan for a model still in a batch job cannot force a AI Governance Layer label under Audit and Vendor Terms, stop. If deprecation plan for a model still in a batch job after a human reviewer who clicked approve in under two seconds 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.