Assess whether a shadow system must be decommissioned this quarter (4fa8cb)

Situation

A DPA inquiry about training on European user data put incident log of hallucinated citations in a legal memo in front of model-risk officer in a hospital deploying a sepsis-risk model. This AI Governance / Bias and Training Data close is a shadow system must from incident log of hallucinated citations in a legal memo, and the live options are Policy or governance breach, Model defect, Dual failure.

Decision

Model-risk officer in a hospital deploying a sepsis-risk model 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 DPA inquiry about training on European user data.

Hypotheses to test

• Incident log of hallucinated citations in a legal memo reads as Policy or governance breach once a DPA inquiry about training on European user data 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 DPA inquiry about training on European user data; 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 model-risk officer in a hospital deploying a sepsis-risk model.
• Incident log of hallucinated citations in a legal memo is missing the fact model-risk officer needs after a DPA inquiry about training on European user data; stop this AI Governance close.

Analysis required

• Walk the model input/output path recorded in incident log of hallucinated citations in a legal memo and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate model-risk officer can actually point to.
• Walk the model input/output path recorded in incident log of hallucinated citations in a legal memo and mark each hop approved, shadow, or unlogged.
• For this AI Governance Bias and Training Data file, read incident log of hallucinated citations in a legal memo against a DPA inquiry about training on European user data and write the one fact that would move a shadow system must for model-risk officer.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Bias and Training Data packet (incident log of hallucinated citations in a legal memo after a DPA inquiry about training on European user data). The follow-on Bias and Training Data action is what model-risk officer does next: implement the option, assign an owner, and log the missing fact.