How artificial intelligence is entering our inner lives, from therapist copilots to AI companions.
Every therapy session produces clinical signals about alliance, symptoms, and progress. The entire industry builds tools that ignore them. Here's what happened when I designed a system to surface what notes were never built to capture.
Most mental health apps were built like tracking systems. The problem was that tracking behavior and changing it were different things — and the gap was where most products quietly fail.
Almost everyone building clinical AI is focused on the session. There's a higher-leverage layer nobody is working at.
AI companions felt strange, but the loneliness crisis reveals their profound role. Discover how digital connection reshapes human needs and what founders should build next.
AI is being hailed as the next frontier for early mental health detection, but its inherent 'sycophancy' creates a dangerous blind spot for complex risks like psychosis. We need a system designed to doubt its own intelligence.
Decades of psychotherapy research suggest the strongest predictor of success isn’t technique or technology. It’s the therapeutic alliance.
AI is already outperforming clinicians in trials. But when something goes wrong, who is accountable? From a global regulatory vacuum to the startups quietly building the safety stack, this is what a responsible AI mental health architecture actually looks like.
A purpose-built AI just outperformed licensed therapists in a clinical trial. The future of mental health isn't AI vs. human. It's a layered stack where both find their place.
A YouTuber convinced himself he was the smartest baby ever born. A Belgian man took his own life after weeks of AI conversations. The same reflection dynamics that make chatbots feel therapeutic can also make them dangerous.
AI chatbots feel therapeutic for the same reason therapy works: they create a space for structured self-reflection. The difference is that one understands what it is reflecting. The other does not.
Thirteen percent of American adolescents are already using AI for mental health support. The most important shift in psychological care is happening in the margins of general-purpose chatbots.
If you're building in mental health, digital health, or regulated care and don't have a product function yet, or have one that's not working, I'd love to hear about it.