Assess whether the hiring tool should be paused pending audit (824b7f)

Situation

Explainability pack for a denied-credit decision arrived with a board deck that called the system 'fully explainable' for exam-readiness coordinator. That is a AI Governance Bias and Training Data decision on the hiring tool should in an insurer scoring claims with a third-party model.

Decision

Exam-readiness coordinator 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 explainability pack for a denied-credit decision after a board deck that called the system 'fully explainable'.

Hypotheses to test

• Explainability pack for a denied-credit decision reads as Policy or governance breach once a board deck that called the system 'fully explainable' is lined up to the same AI Governance population.
• Explainability pack for a denied-credit decision is closer to Model defect after a board deck that called the system 'fully explainable'; Policy or governance breach would over-claim this Bias and Training Data extract.
• Dual failure is still live in explainability pack for a denied-credit decision for exam-readiness coordinator in an insurer scoring claims with a third-party model.
• Explainability pack for a denied-credit decision is missing the fact exam-readiness coordinator needs after a board deck that called the system 'fully explainable'; stop this AI Governance close.

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 explainability pack for a denied-credit decision 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 Bias and Training Data file, read explainability pack for a denied-credit decision against a board deck that called the system 'fully explainable' and write the one fact that would move the hiring tool should for exam-readiness coordinator.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Bias and Training Data packet (explainability pack for a denied-credit decision after a board deck that called the system 'fully explainable'). If explainability pack for a denied-credit decision cannot force a AI Governance label under Bias and Training Data, stop. If explainability pack for a denied-credit decision after a board deck that called the system 'fully explainable' cannot support Policy or governance breach versus Model defect on this AI Governance Bias and Training Data close, exam-readiness coordinator must leave the classification unresolved and name the missing control or provenance fact.