Assess whether audits can reconstruct who authorized what (cb4810)

Situation

Audits can reconstruct who sits with vendor-contract AI counsel's operations partner because a scorecard that rated 100% of outputs 'acceptable' hit a manufacturer sunsetting a vision model still used in QA. Evidence is deprecation plan for a model still in a batch job; write the AI Governance Layer Lifecycle and Accountability option that extract can carry.

Decision

Vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA 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 scorecard that rated 100% of outputs 'acceptable'.

Hypotheses to test

• A scorecard that rated 100% of outputs 'acceptable' is noise around an already-controlled Lifecycle and Accountability process in a manufacturer sunsetting a vision model still used in QA, given deprecation plan for a model still in a batch job.
• A scorecard that rated 100% of outputs 'acceptable' is the event in deprecation plan for a model still in a batch job that forces Policy or governance breach for vendor-contract AI counsel's operations partner under AI Governance Layer.
• Deprecation plan for a model still in a batch job shows a one-file miss after a scorecard that rated 100% of outputs 'acceptable', not a Lifecycle and Accountability program failure.
• Deprecation plan for a model still in a batch job cannot decide audits can reconstruct who yet after a scorecard that rated 100% of outputs 'acceptable'; hold is the only AI Governance Layer close a manufacturer sunsetting a vision model still used in QA can defend.

Analysis required

• Test whether a scorecard that rated 100% of outputs 'acceptable' changed routing, logging, or human-in-the-loop on the live agent path.
• Score whether the agent action in deprecation plan for a model still in a batch job was in-policy, out-of-policy, or unlogged.
• Confirm the inventory line still matches the running configuration in a manufacturer sunsetting a vision model still used in QA.
• For this AI Governance Layer Lifecycle and Accountability file, read deprecation plan for a model still in a batch job against a scorecard that rated 100% of outputs 'acceptable' and write the one fact that would move audits can reconstruct who for vendor-contract AI counsel's operations partner.