Assess whether the hiring tool should be paused pending audit (c53ae6)

Situation

Shadow-IT chatbot connected to customer PII arrived with an internal audit finding that human review logs are empty 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 shadow-IT chatbot connected to customer PII after an internal audit finding that human review logs are empty.

Hypotheses to test

• The population in shadow-IT chatbot connected to customer PII is the one an internal audit finding that human review logs are empty named, so Policy or governance breach follows for this Bias and Training Data file.
• The population in shadow-IT chatbot connected to customer PII is adjacent only to an internal audit finding that human review logs are empty; Model defect is the honest AI Governance call.
• A hospital deploying a sepsis-risk model already contained an internal audit finding that human review logs are empty before shadow-IT chatbot connected to customer PII arrived; no new Bias and Training Data path.
• Provenance on shadow-IT chatbot connected to customer PII after an internal audit finding that human review logs are empty is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Walk the model input/output path recorded in shadow-IT chatbot connected to customer PII 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 shadow-IT chatbot connected to customer PII and mark each hop approved, shadow, or unlogged.
• For this AI Governance Bias and Training Data file, read shadow-IT chatbot connected to customer PII against an internal audit finding that human review logs are empty 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 (shadow-IT chatbot connected to customer PII after an internal audit finding that human review logs are empty). The follow-on Bias and Training Data action is what model-risk officer does next: implement the option, assign an owner, and log the missing fact.

Command returns

• Bottom-line AI Governance option on the hiring tool should, then the evidence in shadow-IT chatbot connected to customer PII, then the action for model-risk officer
• Hypothesis scorecard against shadow-IT chatbot connected to customer PII: supported / rejected / untestable
• Owner and next date for model-risk officer in a hospital deploying a sepsis-risk model
• What changes the hiring tool should if an internal audit finding that human review logs are empty is later withdrawn