Assess whether the hiring tool should be paused pending audit (ef352f)

SITUATION A drift alert the product owner dismissed as seasonal put shadow-IT chatbot connected to customer PII in front of exam-readiness coordinator in a university licensing an AI proctoring vendor. This AI Governance / Vendors and Agentic Systems decision is the hiring tool should from shadow-IT chatbot connected to customer PII, and the live options are Policy or governance breach, Model defect, Dual failure.

DECISION Exam-readiness coordinator in a university licensing an AI proctoring vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using shadow-IT chatbot connected to customer PII after a drift alert the product owner dismissed as seasonal.

HYPOTHESES TO TEST 1. Authorize Policy or governance breach now; shadow-IT chatbot connected to customer PII already has the discriminator after a drift alert the product owner dismissed as seasonal. 2. Keep Model defect in force until shadow-IT chatbot connected to customer PII is completed after a drift alert the product owner dismissed as seasonal for exam-readiness coordinator. 3. Treat shadow-IT chatbot connected to customer PII as Dual failure because both readings appear after a drift alert the product owner dismissed as seasonal. 4. Refuse a AI Governance close: exam-readiness coordinator does not have the decision the hiring tool should turns on in shadow-IT chatbot connected to customer PII.

ANALYSIS REQUIRED 1. Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in shadow-IT chatbot connected to customer PII. 2. Reproduce the incident row in shadow-IT chatbot connected to customer PII and say whether it ever touched production data. 3. Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in shadow-IT chatbot connected to customer PII. 4. For this AI Governance Vendors and Agentic Systems file, read shadow-IT chatbot connected to customer PII against a drift alert the product owner dismissed as seasonal and write the one fact that would move the hiring tool should for exam-readiness coordinator.

RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Vendors and Agentic Systems packet (shadow-IT chatbot connected to customer PII after a drift alert the product owner dismissed as seasonal). Lead with the AI Governance option shadow-IT chatbot connected to customer PII can support after a drift alert the product owner dismissed as seasonal, then the two facts that force it, then the Monday action for exam-readiness coordinator in a university licensing an AI proctoring vendor.