Assess whether the hiring tool should be paused pending audit (87ec4e)

Situation

An insurer scoring claims with a third-party model cannot treat a denied applicant requesting the principal reasons as color commentary on training-data provenance questionnaire. Model-risk officer must close the hiring tool should from that extract under AI Governance / Inventory and Regulatory Fit.

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 training-data provenance questionnaire after a denied applicant requesting the principal reasons.

Hypotheses to test

• Model-risk officer can defend Policy or governance breach from training-data provenance questionnaire after a denied applicant requesting the principal reasons in a AI Governance challenge.
• Model-risk officer cannot defend Policy or governance breach from training-data provenance questionnaire; Model defect is what the extract actually supports after a denied applicant requesting the principal reasons.
• A denied applicant requesting the principal reasons never reached the population in training-data provenance questionnaire — reopen intake, do not close the hiring tool should.
• Two facts in training-data provenance questionnaire after a denied applicant requesting the principal reasons conflict for model-risk officer; hold this Inventory and Regulatory Fit file.

Analysis required

• Walk the model input/output path recorded in training-data provenance questionnaire 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 training-data provenance questionnaire and mark each hop approved, shadow, or unlogged.
• For this AI Governance Inventory and Regulatory Fit file, read training-data provenance questionnaire against a denied applicant requesting the principal reasons and write the one fact that would move the hiring tool should 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 (training-data provenance questionnaire after a denied applicant requesting the principal reasons). Lead with the AI Governance option training-data provenance questionnaire can support after a denied applicant requesting the principal reasons, then the two facts that force it, then the Monday action for model-risk officer in an insurer scoring claims with a third-party model.