Whether monitoring detects drift or only outages from output-scoring rubric

Situation

A manufacturer sunsetting a vision model still used in QA cannot treat two production models recommending opposite actions on the same file as color commentary on output-scoring rubric that never fails a high-risk output. Post-deployment monitoring owner must close monitoring detects drift or from that extract under AI Governance Layer / Control Plane and Scoring.

Decision

Post-deployment monitoring owner in a manufacturer sunsetting a vision model still used in QA must choose Monitoring detects drift / Only outages using output-scoring rubric that never fails a high-risk output after two production models recommending opposite actions on the same file.

Hypotheses to test

• The population in output-scoring rubric that never fails a high-risk output is the one two production models recommending opposite actions on the same file named, so Monitoring detects drift follows for this Control Plane and Scoring file.
• The population in output-scoring rubric that never fails a high-risk output is adjacent only to two production models recommending opposite actions on the same file; Only outages is the honest AI Governance Layer call.
• A manufacturer sunsetting a vision model still used in QA already contained two production models recommending opposite actions on the same file before output-scoring rubric that never fails a high-risk output arrived; no new Control Plane and Scoring path.
• Provenance on output-scoring rubric that never fails a high-risk output after two production models recommending opposite actions on the same file is broken; do not pick Monitoring detects drift or Only outages yet.

Analysis required

• Confirm the inventory line still matches the running configuration in a manufacturer sunsetting a vision model still used in QA.
• 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.
• Name the override that would let monitoring detects drift or proceed without a silent bypass.
• For this AI Governance Layer Control Plane and Scoring file, read output-scoring rubric that never fails a high-risk output against two production models recommending opposite actions on the same file and write the one fact that would move monitoring detects drift or for post-deployment monitoring owner.