Specialized or General-Purpose—The Wrong Question for Mental Health AI Safety

Benjamin W. Nelson; Mark Kalinich; John Torous

doi:10.1001/jama.2026.11448

June 29, 2026JAMA

Specialized or General-Purpose—The Wrong Question for Mental Health AI Safety

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Key Points

The viewpoint aims to establish a clear taxonomy for identifying and assessing AI-related mental health harms to improve safety measures.
Discussion of existing frameworks for identifying mental health AI harms.
Proposing the need for a comprehensive taxonomy.
Exploration of assessment strategies and responses to identified harms.
Calls for a nuanced understanding of AI mental health harm.
Highlights the need for tailored response strategies for different types of harms.
Argues against limiting safety discussions to specialized versus general-purpose AI.

Implication

Viewpoint discusses developing a taxonomy of AI mental health harm, suggesting improvements in safety assessments.

Abstract

This Viewpoint discusses developing a taxonomy of AI mental health harm and understanding how to assess and respond to those harms to advance AI safety.

Discussion

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Cite This Study

Nelson et al. (2026) studied this question.

synapsesocial.com/papers/6a44ada75cd2549c8bc431e0 https://doi.org/10.1001/jama.2026.11448

View at Publisher

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Specialized or General-Purpose—The Wrong Question for Mental Health AI Safety

Key Points

Implication

Abstract

Discussion

Cite This Study

Specialized or General-Purpose—The Wrong Question for Mental Health AI Safety

Key Points

Implication

Abstract

Discussion

Cite This Study

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