Don't trust the LLM to grep its own output — run a deterministic script instead

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The verification report explicitly states it 'does NOT trust the synthesis LLM's own grep verification' and is instead generated by a deterministic Python script that reads the source file directly. Letting the same model that produced the citations also confirm them creates a closed loop where confident…

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