Shadow AI and the Limits of Institutional Agility.
Journal:
Journal of medical Internet research
Published Date:
Oct 14, 2026
Abstract
Physicians are adopting generative AI tools faster than health systems can evaluate them. This commentary on the empirical report of "Shadow AI" drivers by Petersson and colleagues argues that governing Shadow AI requires health systems to pair institutional speed with transparent, stakeholder-engaged governance.
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