US-CONGRESS BILLS-119hr9907ih: LEARN AI Act
The LEARN AI Act introduces new FDA oversight for AI/ML-based clinical decision support and SaMD, requiring bias audits, transparency reporting, and premarket review for high-risk models.
Aforeworn detected this change in the Healthcare AI Regulation (FDA / ONC) space on July 30, 2026 and published this briefing so affected operators are forewarned rather than caught off guard. It is rated High urgency. Health systems, medical device companies, health tech startups, and digital health compliance teams developing or deploying AI/ML in clinical decision support or as SaMD. should confirm how it applies to their specific situation before acting. There is a time constraint attached: Not specified in the excerpt; assume effective upon enactment (typically 90-180 days after passage).. Acting after that point can mean penalties, a lapsed licence, or lost eligibility — exactly the kind of surprise Aforeworn exists to prevent. Aforeworn monitors Healthcare AI Regulation (FDA / ONC) continuously and turns every detected change into a plain-English briefing like this one, so you always know first. Forewarned is forearmed.
What changed
New requirements for bias audits, transparency reporting, and premarket review for AI/ML-based clinical decision support and SaMD.
Who it affects
Health systems, medical device companies, health tech startups, and digital health compliance teams developing or deploying AI/ML in clinical decision support or as SaMD.
What you must do
Review current AI/ML products for classification as high-risk under the Act; begin bias audit and transparency documentation; prepare for premarket submission if applicable.
Deadline
Not specified in the excerpt; assume effective upon enactment (typically 90-180 days after passage).
Source: https://www.govinfo.gov/app/details/BILLS-119hr9907ih
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