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BUILD 081. A SYNTHETIC LISTENING REHEARSAL. No real conversation or person is represented.

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SIGNALS. REPETITION IS NOT A VERIFIED NEED. Preserve wording, context, and contradictions.

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CLASSIFY. SIGNAL ≠ NEED ≠ OPPORTUNITY. Keep every hypothesis bounded.

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RESEARCH. HUMAN VALIDATION IS STILL REQUIRED. Test alternatives and disconfirming evidence.

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BOUNDARY. NO DEMAND, TREND, PRIORITY, OR IDENTITY PROOF. Synthetic posts only.

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SAVE. VALIDATE BEFORE ACTION. Do not infer a product or policy decision.