Privacy counsel supporting AI inventory must resolve whether explainability

Situation

In a hospital deploying a sepsis-risk model, explainability pack for a denied-credit decision is the evidence after an internal audit finding that human review logs are empty. Privacy counsel supporting AI inventory has to pick Policy or governance breach or Model defect for this AI Governance Inventory and Regulatory Fit close using explainability pack for a denied-credit decision.

Decision

Privacy counsel supporting AI inventory in a hospital deploying a sepsis-risk 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 an internal audit finding that human review logs are empty.

Hypotheses to test

• The population in explainability pack for a denied-credit decision is the one an internal audit finding that human review logs are empty named, so Policy or governance breach follows for this Inventory and Regulatory Fit file.
• The population in explainability pack for a denied-credit decision 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 explainability pack for a denied-credit decision arrived; no new Inventory and Regulatory Fit path.
• Provenance on explainability pack for a denied-credit decision 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

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in explainability pack for a denied-credit decision.
• Reproduce the incident row in explainability pack for a denied-credit decision and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in explainability pack for a denied-credit decision.
• For this AI Governance Inventory and Regulatory Fit file, read explainability pack for a denied-credit decision against an internal audit finding that human review logs are empty and write the one fact that would move explainability artifacts would survive for privacy counsel supporting AI inventory.