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2. Trust the numbers

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Last updated Aug 19, 2026

The measurement is not currently believable, and everything downstream inherits that. Loop 1 closed with no measurable improvement because the failures justifying it were variance; all ten scorers slept against asynchronous ingestion; the judge disagrees with itself on identical input. Until these close, a published cell can move with no change to the agent or the product, and any finding drawn from one is provisional.

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