Assess whether the control plane actually controls production traffic (1cf32d)

SITUATION Post-deployment monitoring owner in a publisher needing provenance on generated copy has one working extract — output-scoring rubric that never fails a high-risk output — after a customer discovering AI copy with no disclosure. If output-scoring rubric that never fails a high-risk output cannot support the control plane actually, the only defensible AI Governance Layer output is hold.

DECISION Post-deployment monitoring owner in a publisher needing provenance on generated copy must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using output-scoring rubric that never fails a high-risk output after a customer discovering AI copy with no disclosure.

HYPOTHESES TO TEST 1. Output-scoring rubric that never fails a high-risk output reads as Policy or governance breach once a customer discovering AI copy with no disclosure is lined up to the same AI Governance Layer population. 2. Output-scoring rubric that never fails a high-risk output is closer to Model defect after a customer discovering AI copy with no disclosure; Policy or governance breach would over-claim this Audit and Vendor Terms extract. 3. Dual failure is still live in output-scoring rubric that never fails a high-risk output for post-deployment monitoring owner in a publisher needing provenance on generated copy. 4. Output-scoring rubric that never fails a high-risk output is missing the fact post-deployment monitoring owner needs after a customer discovering AI copy with no disclosure; stop this AI Governance Layer close.

ANALYSIS REQUIRED 1. Confirm the inventory line still matches the running configuration in a publisher needing provenance on generated copy. 2. Map the control-plane score in output-scoring rubric that never fails a high-risk output to the policy gate post-deployment monitoring owner can enforce. 3. Name the override that would let the control plane actually proceed without a silent bypass. 4. For this AI Governance Layer Audit and Vendor Terms file, read output-scoring rubric that never fails a high-risk output against a customer discovering AI copy with no disclosure and write the one fact that would move the control plane actually for post-deployment monitoring owner.

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 (output-scoring rubric that never fails a high-risk output after a customer discovering AI copy with no disclosure). If output-scoring rubric that never fails a high-risk output cannot force a AI Governance Layer label under Audit and Vendor Terms, stop. If output-scoring rubric that never fails a high-risk output after a customer discovering AI copy with no disclosure cannot support Policy or governance breach versus Model defect on this AI Governance Layer Audit and Vendor Terms close, post-deployment monitoring owner must leave the classification unresolved and name the missing control or provenance fact.