Shipping ML into a cleared device without losing your mind

The validation boundary is the single most underrated artifact in medical-device ML. Cross it once and the cost function of the rest of your work changes — every downstream decision about data, training, evaluation, and deployment is shaped by what lives on which side of that line.

Notes in progress — full write-up coming soon.