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

Situation

Board AI liaison in a manufacturer piloting shop-floor copilot tools has one working extract — vendor model card with missing evaluation slices — after a new use case bolted onto a model approved for a narrower purpose. If vendor model card with missing evaluation slices cannot support a generative-AI incident is, the honest AI Governance output is hold.

Decision

Board AI liaison in a manufacturer piloting shop-floor copilot tools must choose A generative-AI incident is a policy breach / A model defect using vendor model card with missing evaluation slices after a new use case bolted onto a model approved for a narrower purpose.

Hypotheses to test

• A new use case bolted onto a model approved for a narrower purpose is noise around an already-controlled Inventory and Regulatory Fit process in a manufacturer piloting shop-floor copilot tools, given vendor model card with missing evaluation slices.
• A new use case bolted onto a model approved for a narrower purpose is the event in vendor model card with missing evaluation slices that forces A generative-AI incident is a policy breach for board AI liaison under AI Governance.
• Vendor model card with missing evaluation slices shows a one-file miss after a new use case bolted onto a model approved for a narrower purpose, not a Inventory and Regulatory Fit program failure.
• Vendor model card with missing evaluation slices cannot decide a generative-AI incident is yet after a new use case bolted onto a model approved for a narrower purpose; hold is the only AI Governance close a manufacturer piloting shop-floor copilot tools can defend.

Analysis required

• 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.
• Reproduce the incident row in vendor model card with missing evaluation slices and say whether it ever touched production data.
• For this AI Governance Inventory and Regulatory Fit file, read vendor model card with missing evaluation slices 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 board AI liaison.