Assess whether explainability artifacts would survive an exam (74a980)

Situation

An examiner request for the current model inventory put post-deployment drift report the owner never signed in front of exam-readiness coordinator in a pharma company using LLMs on trial documents. This AI Governance / Inventory and Regulatory Fit close is explainability artifacts would survive from post-deployment drift report the owner never signed, and the live options are Policy or governance breach, Model defect, Dual failure.

Decision

Exam-readiness coordinator in a pharma company using LLMs on trial documents must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using post-deployment drift report the owner never signed after an examiner request for the current model inventory.

Hypotheses to test

• An examiner request for the current model inventory is noise around an already-controlled Inventory and Regulatory Fit process in a pharma company using LLMs on trial documents, given post-deployment drift report the owner never signed.
• An examiner request for the current model inventory is the event in post-deployment drift report the owner never signed that forces Policy or governance breach for exam-readiness coordinator under AI Governance.
• Post-deployment drift report the owner never signed shows a one-file miss after an examiner request for the current model inventory, not a Inventory and Regulatory Fit program failure.
• Post-deployment drift report the owner never signed cannot decide explainability artifacts would survive yet after an examiner request for the current model inventory; hold is the only AI Governance close a pharma company using LLMs on trial documents can defend.

Analysis required

• Walk the model input/output path recorded in post-deployment drift report the owner never signed and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• Walk the model input/output path recorded in post-deployment drift report the owner never signed and mark each hop approved, shadow, or unlogged.
• For this AI Governance Inventory and Regulatory Fit file, read post-deployment drift report the owner never signed against an examiner request for the current model inventory and write the one fact that would move explainability artifacts would survive for exam-readiness coordinator.