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

Situation

The desk packet is incident log of hallucinated citations in a legal memo after a vendor SOC report that excludes the actual model host region. Exam-readiness coordinator in a pharma company using LLMs on trial documents has to name A generative-AI incident is a policy breach or A model defect for this AI Governance Inventory and Regulatory Fit file.

Decision

Exam-readiness coordinator in a pharma company using LLMs on trial documents must choose A generative-AI incident is a policy breach / A model defect using incident log of hallucinated citations in a legal memo after a vendor SOC report that excludes the actual model host region.

Hypotheses to test

• The population in incident log of hallucinated citations in a legal memo is the one a vendor SOC report that excludes the actual model host region named, so A generative-AI incident is a policy breach follows for this Inventory and Regulatory Fit file.
• The population in incident log of hallucinated citations in a legal memo is adjacent only to a vendor SOC report that excludes the actual model host region; A model defect is the honest AI Governance call.
• A pharma company using LLMs on trial documents already contained a vendor SOC report that excludes the actual model host region before incident log of hallucinated citations in a legal memo arrived; no new Inventory and Regulatory Fit path.
• Provenance on incident log of hallucinated citations in a legal memo after a vendor SOC report that excludes the actual model host region is broken; do not pick A generative-AI incident is a policy breach or A model defect yet.

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 Inventory and Regulatory Fit file, read incident log of hallucinated citations in a legal memo against a vendor SOC report that excludes the actual model host region and write the one fact that would move a generative-AI incident is for exam-readiness coordinator.