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Mental Health AI Agents: 0.80 Sensitivity, Weak Real-World Evidence

Mental-health AI agents are software systems that use artificial intelligence to screen, coach, triage, document, or coordinate care across mental-health workflows. A 2026 systematic review and meta-analysis of systems published from 2023 to 2025 found strong offline diagnostic metrics, but the evidence still leans much more heavily on chatbot demos and benchmark tasks than on …

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AI Suicide-Risk Agent Detected 91.5% vs. ChatGPT Health

MHD featured image for AI suicide-risk safety-agent research.

A 2026 preprint found that an independent supervisory safety agent detected suicide-risk signals in 205 of 224 synthetic evaluations, compared with 41 of 224 for native ChatGPT Health crisis safeguards.1 The result is a strong benchmark signal for external monitoring, not proof that AI systems can safely manage suicidal patients without human oversight. Research Highlights …

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