Assess whether explainability artifacts would survive an exam (d7fb86)

Situation

After a new use case bolted onto a model approved for a narrower purpose, incident log of hallucinated citations in a legal memo is what privacy counsel supporting AI inventory can touch in a university licensing an AI proctoring vendor. AI Governance will live with Policy or governance breach versus Model defect on this Bias and Training Data file.

Decision

Privacy counsel supporting AI inventory in a university licensing an AI proctoring vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using incident log of hallucinated citations in a legal memo after a new use case bolted onto a model approved for a narrower purpose.

Hypotheses to test

• Incident log of hallucinated citations in a legal memo reads as Policy or governance breach once a new use case bolted onto a model approved for a narrower purpose is lined up to the same AI Governance population.
• Incident log of hallucinated citations in a legal memo is closer to Model defect after a new use case bolted onto a model approved for a narrower purpose; Policy or governance breach would over-claim this Bias and Training Data extract.
• Dual failure is still live in incident log of hallucinated citations in a legal memo for privacy counsel supporting AI inventory in a university licensing an AI proctoring vendor.
• Incident log of hallucinated citations in a legal memo is missing the fact privacy counsel supporting AI inventory needs after a new use case bolted onto a model approved for a narrower purpose; stop this AI Governance close.

Analysis required

• Reproduce the incident row in incident log of hallucinated citations in a legal memo and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in incident log of hallucinated citations in a legal memo.
• Reproduce the incident row in incident log of hallucinated citations in a legal memo and say whether it ever touched production data.
• For this AI Governance Bias and Training Data file, read incident log of hallucinated citations in a legal memo against a new use case bolted onto a model approved for a narrower purpose and write the one fact that would move explainability artifacts would survive for privacy counsel supporting AI inventory.