AI Control Cards
Recall practical AI control distinctions for intake, launch, review, and escalation.
NIST distinction Map vs. Measure: which comes first? Map gives measurement a target. Without context, metrics can look precise and still be irrelevant. Objection We already evaluated the model, so governance is covered. Use this when evaluation is being mistaken for end-to-end control. Your line Evaluation is the Measure layer. Governance also needs an accountable owner, policy boundary, review cadence, and escalation path. Do not dismiss the evaluation work. Reframe it as one necessary layer, not the whole system. It validates progress while naming the missing control layers. Control phrase What is the difference between confidence and control? Confidence is…
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