Explainer + written twin

How evals actually work, and why yours are lying to you

A pass rate is a summary statistic over a distribution you chose. Here is the mechanism behind the eval framework we run on Clinara's transcription pipeline, and the three places that distribution quietly stops matching a real consultation.