Every model that goes into production is validated against a held-out clinical evaluation set curated by our clinical team — not engineers, not the model authors.
We report accuracy by clinical context, not just aggregate. A model that's ninety-five percent accurate on average but seventy percent accurate on a critical sub-population is not a model we ship.
Evaluation is a recurring process, not a launch gate. We re-validate after every model update.
