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AI × MedEd · Jul 13, 2026

Nobody is automatically ready for AI

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Andrew O'Malley PhD · AI × MedEd

Three new studies show that readiness for clinical AI is shaped by personality, digital access and career fears far more than by simply growing up with the technology.

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We tend to assume that readiness for AI will take care of itself. The current cohort of medical students has never known a world without smartphones, so surely they will absorb clinical AI the way they absorbed everything else, by osmosis and generational fluency. It is a comforting story, and this week’s papers suggest it is largely wrong. This isn’t s…

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