Assess whether a split between models is a review queue or noise (616d35)

Situation

Post-deployment monitoring owner in a manufacturer sunsetting a vision model still used in QA has one working extract — decision-audit trail with gaps at the human-gate step — after drift in a protected class the dashboard does not show. If decision-audit trail with gaps at the human-gate step cannot support a split between models, the honest AI Governance Layer output is hold.

Decision

Post-deployment monitoring owner in a manufacturer sunsetting a vision model still used in QA must choose A split between models is a review queue / Noise using decision-audit trail with gaps at the human-gate step after drift in a protected class the dashboard does not show.

Hypotheses to test

• The population in decision-audit trail with gaps at the human-gate step is the one drift in a protected class the dashboard does not show named, so A split between models is a review queue follows for this Control Plane and Scoring file.
• The population in decision-audit trail with gaps at the human-gate step is adjacent only to drift in a protected class the dashboard does not show; Noise is the honest AI Governance Layer call.
• A manufacturer sunsetting a vision model still used in QA already contained drift in a protected class the dashboard does not show before decision-audit trail with gaps at the human-gate step arrived; no new Control Plane and Scoring path.
• Provenance on decision-audit trail with gaps at the human-gate step after drift in a protected class the dashboard does not show is broken; do not pick A split between models is a review queue or Noise yet.

Analysis required

• Map the control-plane score in decision-audit trail with gaps at the human-gate step to the policy gate post-deployment monitoring owner can enforce.
• Name the override that would let a split between models proceed without a silent bypass.
• Test whether drift in a protected class the dashboard does not show changed routing, logging, or human-in-the-loop on the live agent path.
• For this AI Governance Layer Control Plane and Scoring file, read decision-audit trail with gaps at the human-gate step against drift in a protected class the dashboard does not show and write the one fact that would move a split between models for post-deployment monitoring owner.

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