Objective 5.3 · Domain 5 · 14% of the exam
Apply human-in-the-loop validation strategies
Human-in-the-loop: where to put a person, how much they can realistically review, and how to route only what needs them. Review-everything does not scale and review-nothing is not a control, so credited answers tend to involve confidence thresholds, sampling, or gating on irreversibility, with a human on the actions you cannot undo instead of the ones you can.
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The rest of domain 5: Governance, Safety & Risk Management
This domain is 14% of a scored form, about 9 of the 63 questions, spread across 5 objectives. Drill the whole domain or pick another objective below.
One objective is a narrow slice. A full-length timed mock is what tells you whether the whole thing holds together.
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