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Mental Health Meets AI

Scott Wallace, PHD

Where clinical judgment and AI systems collide, and decisions have consequences.

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Latest Issues

If Your Therapist Acted Like a Chatbot


The Appearance of Care Without Its Obligations

General-purpose chatbots have become the most-used mental health “tool” on Earth without ever being designed, validated, or regulated as care.

A March 2026 KFF poll found that 16%...

44 hours ago
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The Mental Health AI Stack Needs a Triage Layer, Not Another Chatbot

In early 2026, Chat & Ask AI exposed roughly 300 million private messages tied to 25 million users through a Firebase misconfiguration, including conversations from people asking how to end their lives. In practice, the database was left wi...

13 days ago
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The Attention Engine in Therapeutic Clothing


Mental health AI is an attention engine in therapeutic clothing. It inherits its instincts from the attention economy, not from clinical care: optimize for time spent, positive affect, and return visits, then wrap those instincts in...

15 days ago
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Build a Mental Health AI Company That Can Afford Recovery

I have spent more than 35 years building mental health technology inside clinical and commercial systems. The central business problem has never disappeared. A mental health AI company that earns more when distressed users return more often...

18 days ago
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Inside the Black Box of Mental Health AI

Mental health AI has a black box problem.

In AI, a black box is a system that produces an output without showing how it arrived there. Information goes in. A result comes out. The reasoning in between remains difficult to examine, explain,...

20 days ago

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  • Scott Wallace, PHD

    35+ years building digital mental health. Through my writing and advising, I help founders, developers, and product teams navigate AI in mental health — content, UX, evidence, ethics, governance, and safety.

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