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Notes on evidence, research, and the product

Deep dives, engineering notes, and thinking on how AI research should work when accuracy is the whole point.

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Why every claim in your research should carry its own evidence

We rebuilt the research workflow around a simple rule: nothing ships without a source. Here's how citation-first thinking changes the way teams work.

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