Assess whether human review is real or a rubber stamp (66da9e)

Situation

The desk packet is EU AI Act high-risk classification worksheet after an internal audit finding that human review logs are empty. Privacy counsel supporting AI inventory in a pharma company using LLMs on trial documents has to name Human review is real or A rubber stamp for this AI Governance Policy and Oversight file.

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 EU AI Act high-risk classification worksheet after an internal audit finding that human review logs are empty.

Hypotheses to test

• Privacy counsel supporting AI inventory can defend Human review is real from EU AI Act high-risk classification worksheet after an internal audit finding that human review logs are empty in a AI Governance challenge.
• Privacy counsel supporting AI inventory cannot defend Human review is real from EU AI Act high-risk classification worksheet; A rubber stamp is what the extract actually supports after an internal audit finding that human review logs are empty.
• An internal audit finding that human review logs are empty never reached the population in EU AI Act high-risk classification worksheet — reopen intake, do not close human review is real.
• Two facts in EU AI Act high-risk classification worksheet after an internal audit finding that human review logs are empty conflict for privacy counsel supporting AI inventory; hold this Policy and Oversight file.

Analysis required

• Walk the model input/output path recorded in EU AI Act high-risk classification worksheet and mark each hop approved, shadow, or unlogged.
• Verify data provenance and the human-oversight gate privacy counsel supporting AI inventory can actually point to.
• Walk the model input/output path recorded in EU AI Act high-risk classification worksheet and mark each hop approved, shadow, or unlogged.
• For this AI Governance Policy and Oversight file, read EU AI Act high-risk classification worksheet against an internal audit finding that human review logs are empty and write the one fact that would move human review is real for privacy counsel supporting AI inventory.

Recommendation

Choose Human review is real / A rubber stamp on this AI Governance / Policy and Oversight packet (EU AI Act high-risk classification worksheet after an internal audit finding that human review logs are empty). The follow-on Policy and Oversight action is what privacy counsel supporting AI inventory does next: implement the option, assign an owner, and log the missing fact.

Command returns

• Bottom-line AI Governance option on human review is real, then the evidence in EU AI Act high-risk classification worksheet, then the action for privacy counsel supporting AI inventory
• Hypothesis scorecard against EU AI Act high-risk classification worksheet: supported / rejected / untestable
• Regulatory or exam hook Policy and Oversight would cite
• Policy and Oversight finding in EU AI Act high-risk classification worksheet that a second reviewer can re-perform