Assess whether a generative-AI incident is a policy breach or a model defect

Situation

Inventory and Regulatory Fit work in a hospital deploying a sepsis-risk model now turns on a generative-AI incident is because a new use case bolted onto a model approved for a narrower purpose put training-data provenance questionnaire in play. Privacy counsel supporting AI inventory should say what training-data provenance questionnaire proves.

Decision

Privacy counsel supporting AI inventory in a hospital deploying a sepsis-risk model must choose A generative-AI incident is a policy breach / A model defect using training-data provenance questionnaire after a new use case bolted onto a model approved for a narrower purpose.

Hypotheses to test

• Authorize A generative-AI incident is a policy breach now; training-data provenance questionnaire already has the discriminator after a new use case bolted onto a model approved for a narrower purpose.
• Keep A model defect in force until training-data provenance questionnaire is completed after a new use case bolted onto a model approved for a narrower purpose for privacy counsel supporting AI inventory.
• Treat training-data provenance questionnaire as A generative-AI incident is a policy breach because both readings appear after a new use case bolted onto a model approved for a narrower purpose.
• Refuse a AI Governance close: privacy counsel supporting AI inventory does not have the page a generative-AI incident is turns on in training-data provenance questionnaire.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in training-data provenance questionnaire.
• Reproduce the incident row in training-data provenance questionnaire and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in training-data provenance questionnaire.
• For this AI Governance Inventory and Regulatory Fit file, read training-data provenance questionnaire against a new use case bolted onto a model approved for a narrower purpose and write the one fact that would move a generative-AI incident is for privacy counsel supporting AI inventory.

Recommendation

Choose A generative-AI incident is a policy breach / A model defect on this AI Governance / Inventory and Regulatory Fit packet (training-data provenance questionnaire after a new use case bolted onto a model approved for a narrower purpose). If training-data provenance questionnaire cannot force a AI Governance label under Inventory and Regulatory Fit, stop. If training-data provenance questionnaire after a new use case bolted onto a model approved for a narrower purpose cannot support A generative-AI incident is a policy breach versus A model defect on this AI Governance Inventory and Regulatory Fit close, privacy counsel supporting AI inventory must leave the classification unresolved and name the missing control or provenance fact.