Human-in-the-loop is useful only when the human has enough context, time and authority to make a real decision.
RISKAI CENTER OF EXCELLENCE
Human oversight
Human oversight defines where people must review, approve, override or stop AI decisions and actions.
A proposed production restart requires an operator approval showing evidence, blast radius and rollback plan.
Is the approval meaningful or just a click-through?
REMEMBEROversight must be actionable, not ceremonial.
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