Assess whether explainability artifacts would survive an exam (ed6f58)

Situation

Vendor model card with missing evaluation slices arrived with a customer complaint that a chatbot invented a refund policy for exam-readiness coordinator. That is a AI Governance Policy and Oversight decision on explainability artifacts would survive in a hospital deploying a sepsis-risk model.

Decision

Exam-readiness coordinator in a hospital deploying a sepsis-risk model must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using vendor model card with missing evaluation slices after a customer complaint that a chatbot invented a refund policy.

Hypotheses to test

• A customer complaint that a chatbot invented a refund policy is noise around an already-controlled Policy and Oversight process in a hospital deploying a sepsis-risk model, given vendor model card with missing evaluation slices.
• A customer complaint that a chatbot invented a refund policy is the event in vendor model card with missing evaluation slices that forces Policy or governance breach for exam-readiness coordinator under AI Governance.
• Vendor model card with missing evaluation slices shows a one-file miss after a customer complaint that a chatbot invented a refund policy, not a Policy and Oversight program failure.
• Vendor model card with missing evaluation slices cannot decide explainability artifacts would survive yet after a customer complaint that a chatbot invented a refund policy; hold is the only AI Governance close a hospital deploying a sepsis-risk model can defend.

Analysis required

• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• Walk the model input/output path recorded in vendor model card with missing evaluation slices and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate exam-readiness coordinator can actually point to.
• For this AI Governance Policy and Oversight file, read vendor model card with missing evaluation slices against a customer complaint that a chatbot invented a refund policy and write the one fact that would move explainability artifacts would survive for exam-readiness coordinator.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Policy and Oversight packet (vendor model card with missing evaluation slices after a customer complaint that a chatbot invented a refund policy). If vendor model card with missing evaluation slices cannot force a AI Governance label under Policy and Oversight, stop. Do not invent pages a hospital deploying a sepsis-risk model does not have.

Command returns

• Bottom-line AI Governance option on explainability artifacts would survive, then the evidence in vendor model card with missing evaluation slices, then the action for exam-readiness coordinator
• Hypothesis scorecard against vendor model card with missing evaluation slices: supported / rejected / untestable
• Named option among Policy or governance breach, Model defect, Dual failure and the fact that kills the others
• Owner and next date for exam-readiness coordinator in a hospital deploying a sepsis-risk model