From Principles to Proof: How 2025 Made AI Governance Real in Health Care

Regulation of artificial intelligence moved from concept to compliance in 2025. The European Union’s AI Act entered its first operational phase, the United States advanced federal guidance and state legislation, the United Kingdom expanded regulator-led oversight, and China codified labeling and ethics obligations. Together, these global developments signal the emergence of auditable AI governance frameworks across major jurisdictions. This commentary distills the most consequential legal and regulatory actions of 2025 and offers a practical playbook for clinicians and AI-governance leaders within health systems preparing for 2026 implementation milestones.

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Publication Details

Journal
AI in Precision Oncology
Published
2026-01-06
DOI
https://doi.org/10.1177/2993091x251408040
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

From Principles to Proof: How 2025 Made AI Governance Real in Health Care

Bethany J. Hills, Katrin Helle
AI in Precision Oncology
Artificial Intelligence in Healthcare and Education
article

From Principles to Proof: How 2025 Made AI Governance Real in Health Care

Bethany J. Hills, Katrin Helle
article en

Abstract

Regulation of artificial intelligence moved from concept to compliance in 2025. The European Union’s AI Act entered its first operational phase, the United States advanced federal guidance and state legislation, the United Kingdom expanded regulator-led oversight, and China codified labeling and ethics obligations. Together, these global developments signal the emergence of auditable AI governance frameworks across major jurisdictions. This commentary distills the most consequential legal and regulatory actions of 2025 and offers a practical playbook for clinicians and AI-governance leaders within health systems preparing for 2026 implementation milestones.

AI in Precision OncologyVol. 3(1)
The White House (US)
Openalex Percentile: Top 97%
Artificial Intelligence in Healthcare and Education
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