Assess whether explainability artifacts would survive an exam (674212)

Situation

Policy and Oversight work in an insurer scoring claims with a third-party model now turns on explainability artifacts would survive because a near-miss where an agent emailed a customer unreviewed put post-deployment drift report the owner never signed in play. EU AI Act implementation manager should say what post-deployment drift report the owner never signed proves.

Decision

EU AI Act implementation manager 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 post-deployment drift report the owner never signed after a near-miss where an agent emailed a customer unreviewed.

Hypotheses to test

• The population in post-deployment drift report the owner never signed is the one a near-miss where an agent emailed a customer unreviewed named, so Policy or governance breach follows for this Policy and Oversight file.
• The population in post-deployment drift report the owner never signed is adjacent only to a near-miss where an agent emailed a customer unreviewed; Model defect is the honest AI Governance call.
• An insurer scoring claims with a third-party model already contained a near-miss where an agent emailed a customer unreviewed before post-deployment drift report the owner never signed arrived; no new Policy and Oversight path.
• Provenance on post-deployment drift report the owner never signed after a near-miss where an agent emailed a customer unreviewed is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in post-deployment drift report the owner never signed.
• Reproduce the incident row in post-deployment drift report the owner never signed and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in post-deployment drift report the owner never signed.
• For this AI Governance Policy and Oversight file, read post-deployment drift report the owner never signed against a near-miss where an agent emailed a customer unreviewed and write the one fact that would move explainability artifacts would survive for EU AI Act implementation manager.

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