The sensing gap: Why medical AI misses critical diagnoses

The patient walked into the ER obtunded, breathing deep and fast, blood sugar over 400. Classic diabetic ketoacidosis. She had been symptomatic for three days.

Three days earlier, she had asked ChatGPT about her symptoms: excessive thirst, frequent urination, fatigue. The AI told her it was “probably related to dehydration and stress” and recommended increasing fluid intake and rest. It suggested calling her doctor “if symptoms don’t improve in a few …

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The sensing gap: Why medical AI misses critical diagnoses