Been on the product side of a healthtech rollout for ambient AI documentation, the kind that listens to a patient encounter and autogenerates the clinical note. Doctors love it. Physicians on our pilot were almost evangelical about getting their evenings back, which I understand completely because charting is a soulcrushing time sink. But here is what keeps nagging at me. The model is transcribing and interpreting conversations it was not originally trained on: slang, accents, chaotic ER noise...