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This paper is in the following e-collection/theme issue:

Viewpoints on and Experiences with Digital Technologies in Health (292) Artificial Intelligence (4828) Health Informatics Education and Training (165) Artificial Intelligence (AI) in Medical Education (777) Ambient AI Scribes and AI-Driven Documentation Technologies (112)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/88725, first published .
Surgeon touching holographic medical display with heart, brain, and DNA graphics.

The Promise of Ambient AI Technology in Medical Education: Opportunities and Guardrails

The Promise of Ambient AI Technology in Medical Education: Opportunities and Guardrails

Authors of this article:

Shirin Shafazand1 Author Orcid Image ;   Umar Bowers2 Author Orcid Image ;   Sudha Jayaraman3, 4 Author Orcid Image
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Shirin Shafazand   1 * , MD, MS ;   Umar Bowers   2 * , MD ;   Sudha Jayaraman   3, 4 * , MD, MSc

1 Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, Miller School of Medicine, University of Miami, Miami, FL, United States

2 UNCW College of Health and Human Services, Wilmington, NC, United States

3 Department of Surgery, University of Utah, Salt Lake City, UT, United States

4 Suki.AI, Redwood City, CA, United States

*all authors contributed equally

Corresponding Author:

  • Shirin Shafazand, MD, MS
  • Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine
  • Miller School of Medicine, University of Miami
  • PO Box 016960 (D60)
  • Miami, FL 33101
  • United States
  • Phone: 1 3052437888
  • Email: sshafazand@med.miami.edu