Assess whether training data has a lawful basis and documented lineage
August 31, 2026
SITUATION In a bank preparing for a model-risk exam, EU AI Act high-risk classification worksheet is the only Policy and Oversight extract after an examiner request for the current model inventory that HR analytics governance lead can use for training data has a. HR analytics governance lead has to pick Policy or governance breach or Model defect for this AI Governance Policy and Oversight close using EU AI Act high-risk classification worksheet.
DECISION HR analytics governance lead in a bank preparing for a model-risk exam must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using EU AI Act high-risk classification worksheet after an examiner request for the current model inventory.
HYPOTHESES TO TEST 1. EU AI Act high-risk classification worksheet reads as Policy or governance breach once an examiner request for the current model inventory is lined up to the same AI Governance population. 2. EU AI Act high-risk classification worksheet is closer to Model defect after an examiner request for the current model inventory; Policy or governance breach would over-claim this Policy and Oversight extract. 3. Dual failure is still live in EU AI Act high-risk classification worksheet for HR analytics governance lead in a bank preparing for a model-risk exam. 4. EU AI Act high-risk classification worksheet is missing the fact HR analytics governance lead needs after an examiner request for the current model inventory; stop this AI Governance close.
ANALYSIS REQUIRED 1. Walk the model input/output path recorded in EU AI Act high-risk classification worksheet and mark each hop approved, shadow, or unlogged. 2. Verify data provenance and the human-oversight gate HR analytics governance lead can actually point to. 3. Walk the model input/output path recorded in EU AI Act high-risk classification worksheet and mark each hop approved, shadow, or unlogged. 4. For this AI Governance Policy and Oversight file, read EU AI Act high-risk classification worksheet against an examiner request for the current model inventory and write the one fact that would move training data has a for HR analytics governance lead.
RECOMMENDATION Release Policy or governance breach for this AI Governance Policy and Oversight file only when EU AI Act high-risk classification worksheet after an examiner request for the current model inventory names the fact training data has a requires. HR analytics governance lead in a bank preparing for a model-risk exam should withhold Policy or governance breach while that fact is still a hole in EU AI Act high-risk classification worksheet.
COMMAND RETURNS - Bottom-line AI Governance option on training data has a, then the evidence in EU AI Act high-risk classification worksheet, then the action for HR analytics governance lead - Hypothesis scorecard against EU AI Act high-risk classification worksheet: supported / rejected / untestable - Missing page in EU AI Act high-risk classification worksheet after an examiner request for the current model inventory, if any - Regulatory or exam hook Policy and Oversight would cite
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