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Governing AI for Mental Health: Fragmented State Approaches and the Case for a Federal Framework
1Yale University School of Medicine, New Haven, CT, United States.
JMIR Mental Health
|July 28, 2026
Summary
State regulations for artificial intelligence (AI) in mental health vary, creating a fragmented landscape. A federal regulatory floor is needed for consistent consumer protections and industry clarity.
Area of Science:
- Health Law
- Technology Governance
- Mental Healthcare Policy
Background:
- The absence of federal guidelines has led to diverse state-level regulations for artificial intelligence (AI) in mental health.
- This has resulted in a fragmented regulatory environment across the United States.
Purpose of the Study:
- To identify and analyze the distinct governance approaches US states are employing to regulate AI in mental health.
- To examine the limitations inherent in these varied state-level regulatory strategies.
Main Methods:
- A comparative case analysis of statutory texts from four states: Illinois, Utah, New York, and Nevada.
- Identification of two primary regulatory approaches: regulating AI in clinical contexts and regulating the technology itself.
Main Results:
- Two main governance approaches were identified: regulating AI within clinical settings and regulating the technology directly.
- Some states combine these approaches, but divergent strategies create uneven consumer protections and regulatory uncertainty for stakeholders.
- The study highlights that neither approach alone adequately addresses the risks of AI in mental health due to its dual clinical and consumer applications.
Conclusions:
- Current state-level AI mental health regulations are fragmented and insufficient.
- A coordinated, risk-based federal regulatory framework is essential for consistent consumer protection and to reduce uncertainty for AI developers and clinicians.
- Addressing the complexities of AI in mental health requires a unified national approach.
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