Assess whether human review is real or a rubber stamp (60fcf3)

Situation

A vendor SOC report that excludes the actual model host region put vendor model card with missing evaluation slices in front of privacy counsel supporting AI inventory in a pharma company using LLMs on trial documents. This AI Governance / Policy and Oversight close is human review is real from vendor model card with missing evaluation slices, and the live options are Human review is real, A rubber stamp.

Decision

Privacy counsel supporting AI inventory in a pharma company using LLMs on trial documents must choose Human review is real / A rubber stamp using vendor model card with missing evaluation slices after a vendor SOC report that excludes the actual model host region.

Hypotheses to test

• A vendor SOC report that excludes the actual model host region is noise around an already-controlled Policy and Oversight process in a pharma company using LLMs on trial documents, given vendor model card with missing evaluation slices.
• A vendor SOC report that excludes the actual model host region is the event in vendor model card with missing evaluation slices that forces Human review is real for privacy counsel supporting AI inventory under AI Governance.
• Vendor model card with missing evaluation slices shows a one-file miss after a vendor SOC report that excludes the actual model host region, not a Policy and Oversight program failure.
• Vendor model card with missing evaluation slices cannot decide human review is real yet after a vendor SOC report that excludes the actual model host region; hold is the only AI Governance close a pharma company using LLMs on trial documents can defend.

Analysis required

• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in vendor model card with missing evaluation slices.
• Reproduce the incident row in vendor model card with missing evaluation slices and say whether it ever touched production data.
• Split policy-or-governance failure from a model defect using prompts, outputs, and human edits in vendor model card with missing evaluation slices.
• For this AI Governance Policy and Oversight file, read vendor model card with missing evaluation slices against a vendor SOC report that excludes the actual model host region and write the one fact that would move human review is real for privacy counsel supporting AI inventory.