Assess whether explainability artifacts would survive an exam (9aecaf)

Situation

Model-risk officer in an insurer scoring claims with a third-party model has one working extract — generative-AI acceptable-use policy draft — after a customer complaint that a chatbot invented a refund policy. If generative-AI acceptable-use policy draft cannot support explainability artifacts would survive, the honest AI Governance output is hold.

Decision

Model-risk officer in an insurer scoring claims with a third-party model must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using generative-AI acceptable-use policy draft after a customer complaint that a chatbot invented a refund policy.

Hypotheses to test

• Model-risk officer can defend Policy or governance breach from generative-AI acceptable-use policy draft after a customer complaint that a chatbot invented a refund policy in a AI Governance challenge.
• Model-risk officer cannot defend Policy or governance breach from generative-AI acceptable-use policy draft; Model defect is what the extract actually supports after a customer complaint that a chatbot invented a refund policy.
• A customer complaint that a chatbot invented a refund policy never reached the population in generative-AI acceptable-use policy draft — reopen intake, do not close explainability artifacts would survive.
• Two facts in generative-AI acceptable-use policy draft after a customer complaint that a chatbot invented a refund policy conflict for model-risk officer; hold this Inventory and Regulatory Fit file.

Analysis required

• Walk the model input/output path recorded in generative-AI acceptable-use policy draft and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate model-risk officer can actually point to.
• Walk the model input/output path recorded in generative-AI acceptable-use policy draft and mark each hop approved, shadow, or unlogged.
• For this AI Governance Inventory and Regulatory Fit file, read generative-AI acceptable-use policy draft against a customer complaint that a chatbot invented a refund policy and write the one fact that would move explainability artifacts would survive for model-risk officer.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Inventory and Regulatory Fit packet (generative-AI acceptable-use policy draft after a customer complaint that a chatbot invented a refund policy). If generative-AI acceptable-use policy draft cannot force a AI Governance label under Inventory and Regulatory Fit, stop. Do not invent pages an insurer scoring claims with a third-party model does not have.