Does Deprecation of a Legacy Scorecard Create Governance Gap?

Situation

Incident log of hallucinated citations in a legal memo arrived with an internal audit finding that human review logs are empty for board AI liaison. That is a AI Governance Inventory and Regulatory Fit decision on deprecation of a legacy in a manufacturer piloting shop-floor copilot tools.

Decision

Board AI liaison in a manufacturer piloting shop-floor copilot tools 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 an internal audit finding that human review logs are empty.

Hypotheses to test

• The population in incident log of hallucinated citations in a legal memo is the one an internal audit finding that human review logs are empty named, so Policy or governance 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 an internal audit finding that human review logs are empty; Model defect is the honest AI Governance call.
• A manufacturer piloting shop-floor copilot tools already contained an internal audit finding that human review logs are empty 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 an internal audit finding that human review logs are empty is broken; do not pick Policy or governance breach or Model defect yet.

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 board AI liaison 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 Inventory and Regulatory Fit file, read incident log of hallucinated citations in a legal memo against an internal audit finding that human review logs are empty and write the one fact that would move deprecation of a legacy for board AI liaison.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance / Inventory and Regulatory Fit packet (incident log of hallucinated citations in a legal memo after an internal audit finding that human review logs are empty). Lead with the AI Governance option incident log of hallucinated citations in a legal memo can support after an internal audit finding that human review logs are empty, then the two facts that force it, then the Monday action for board AI liaison in a manufacturer piloting shop-floor copilot tools.