TRV-2026-2393Published recordPeer-reviewed

The Ambient AI Era and Medical Student Education: Insights From Family Medicine Clerkship Directors

Background and objective Artificial intelligence (AI) adoption in medicine is rapidly expanding, including ambient AI (AAI), which converts clinician-patient conversations into documentation. Despite growing use among practicing physicians, little is known about student access to AAI or barriers to implementation during medical student clerkships. Methods We surveyed 174 family medicine clerkship directors (CDs) through the Council of Academic Family Medicine Educational Research Alliance network regarding AAI a…

Health · Problem Space (a documented problem) · first published 2026-11-06 · v1 · read the full story · raw data (JSON)

The problem

In a survey of 94 family medicine clerkship directors, only 3.2% had ambient AI available and permitted for students, and 53.2% to 55.3% agreed student use would harm clinical reasoning or communication skills.

What this doesn’t fix

The survey covered only family medicine clerkship directors, used 10 questions that did not capture all factors such as security or ethics, and measured opinions rather than actual effects on student skills.

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Truvace Impact Record TRV-2026-2393, v1: “The Ambient AI Era and Medical Student Education: Insights From Family Medicine Clerkship Directors.” Truvace, 2026-11-06. /record/TRV-2026-2393 (accessed on the day you copy it). sha256 8d51f1706230b0b3…

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