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BUILD 001. HUMAN IN THE LOOP? That label hides what matters.

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TIMING. WHEN DO THEY SEE IT? Before the consequence, while change remains possible.

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EVIDENCE. WHAT CAN THEY SEE? Show uncertainty, alternatives, and system behavior.

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AUTHORITY. WHAT CAN THEY DO? Change, stop, escalate, and record.

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ARCHITECTURE. CONTROLS MUST WORK TOGETHER. Timing. Evidence. Authority. Escalation. Record.

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REVIEW. DESIGN THE POWER—NOT THE LABEL. Human presence alone changes nothing.