Assess whether the hiring tool should be paused pending audit (dd52da)

SITUATION After a denied applicant requesting the principal reasons, generative-AI acceptable-use policy draft is what board AI liaison can touch in a retailer using generative AI in customer service. AI Governance will live with Policy or governance breach versus Model defect on this Policy and Oversight file.

DECISION Board AI liaison in a retailer using generative AI in customer service must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using generative-AI acceptable-use policy draft after a denied applicant requesting the principal reasons.

HYPOTHESES TO TEST 1. Generative-AI acceptable-use policy draft reads as Policy or governance breach once a denied applicant requesting the principal reasons is lined up to the same AI Governance population. 2. Generative-AI acceptable-use policy draft is closer to Model defect after a denied applicant requesting the principal reasons; Policy or governance breach would over-claim this Policy and Oversight extract. 3. Dual failure is still live in generative-AI acceptable-use policy draft for board AI liaison in a retailer using generative AI in customer service. 4. Generative-AI acceptable-use policy draft is missing the fact board AI liaison needs after a denied applicant requesting the principal reasons; stop this AI Governance close.

ANALYSIS REQUIRED 1. Reproduce the incident row in generative-AI acceptable-use policy draft and say whether it ever touched production data. 2. Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in generative-AI acceptable-use policy draft. 3. Reproduce the incident row in generative-AI acceptable-use policy draft and say whether it ever touched production data. 4. For this AI Governance Policy and Oversight file, read generative-AI acceptable-use policy draft against a denied applicant requesting the principal reasons and write the one fact that would move the hiring tool should for board AI liaison.

RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Policy and Oversight packet (generative-AI acceptable-use policy draft after a denied applicant requesting the principal reasons). The follow-on Policy and Oversight action is what board AI liaison 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 generative-AI acceptable-use policy draft, then the action for board AI liaison - Hypothesis scorecard against generative-AI acceptable-use policy draft: supported / rejected / untestable - Missing page in generative-AI acceptable-use policy draft after a denied applicant requesting the principal reasons, if any - Regulatory or exam hook Policy and Oversight would cite