Assess whether a shadow system must be decommissioned this quarter (5576f3)

Situation

A university licensing an AI proctoring vendor cannot treat a customer complaint that a chatbot invented a refund policy as color commentary on board literacy briefing deck with overstated claims. Exam-readiness coordinator must close a shadow system must from that extract under AI Governance / Vendors and Agentic Systems.

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 board literacy briefing deck with overstated claims after a customer complaint that a chatbot invented a refund policy.

Hypotheses to test

• Authorize Policy or governance breach now; board literacy briefing deck with overstated claims already has the discriminator after a customer complaint that a chatbot invented a refund policy.
• Keep Model defect in force until board literacy briefing deck with overstated claims is completed after a customer complaint that a chatbot invented a refund policy for exam-readiness coordinator.
• Treat board literacy briefing deck with overstated claims as Dual failure because both readings appear after a customer complaint that a chatbot invented a refund policy.
• Refuse a AI Governance close: exam-readiness coordinator does not have the page a shadow system must turns on in board literacy briefing deck with overstated claims.

Analysis required

• Reproduce the incident row in board literacy briefing deck with overstated claims and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in board literacy briefing deck with overstated claims.
• Reproduce the incident row in board literacy briefing deck with overstated claims and say whether it ever touched production data.
• For this AI Governance Vendors and Agentic Systems file, read board literacy briefing deck with overstated claims against a customer complaint that a chatbot invented a refund policy and write the one fact that would move a shadow system must 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 (board literacy briefing deck with overstated claims after a customer complaint that a chatbot invented a refund policy). If board literacy briefing deck with overstated claims cannot force a AI Governance label under Vendors and Agentic Systems, stop. If board literacy briefing deck with overstated claims after a customer complaint that a chatbot invented a refund policy cannot support Policy or governance breach versus Model defect on this AI Governance Vendors and Agentic Systems close, exam-readiness coordinator must leave the classification unresolved and name the missing control or provenance fact.

Command returns

• Bottom-line AI Governance option on a shadow system must, then the evidence in board literacy briefing deck with overstated claims, then the action for exam-readiness coordinator
• Hypothesis scorecard against board literacy briefing deck with overstated claims: supported / rejected / untestable
• Missing page in board literacy briefing deck with overstated claims after a customer complaint that a chatbot invented a refund policy, if any
• Regulatory or exam hook Vendors and Agentic Systems would cite