Assess whether the hiring tool should be paused pending audit (4adf3b)

Situation

Hiring-tool adverse-impact tables arrived with a denied applicant requesting the principal reasons for model-risk officer. That is a AI Governance Bias and Training Data decision on the hiring tool should in a hospital deploying a sepsis-risk model.

Decision

Model-risk officer in a hospital deploying a sepsis-risk model must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using hiring-tool adverse-impact tables after a denied applicant requesting the principal reasons.

Hypotheses to test

• Model-risk officer can defend Policy or governance breach from hiring-tool adverse-impact tables after a denied applicant requesting the principal reasons in a AI Governance challenge.
• Model-risk officer cannot defend Policy or governance breach from hiring-tool adverse-impact tables; 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 hiring-tool adverse-impact tables — reopen intake, do not close the hiring tool should.
• Two facts in hiring-tool adverse-impact tables after a denied applicant requesting the principal reasons conflict for model-risk officer; hold this Bias and Training Data file.

Analysis required

• Verify data provenance and the human-oversight gate model-risk officer can actually point to.
• Walk the model input/output path recorded in hiring-tool adverse-impact tables and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate model-risk officer can actually point to.
• For this AI Governance Bias and Training Data file, read hiring-tool adverse-impact tables 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 / Bias and Training Data packet (hiring-tool adverse-impact tables after a denied applicant requesting the principal reasons). Lead with the AI Governance option hiring-tool adverse-impact tables 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 a hospital deploying a sepsis-risk model.

Command returns

• Bottom-line AI Governance option on the hiring tool should, then the evidence in hiring-tool adverse-impact tables, then the action for model-risk officer
• Hypothesis scorecard against hiring-tool adverse-impact tables: 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 model-risk officer in a hospital deploying a sepsis-risk model