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FWIW I find LLMs to be excellent therapists.

The commercial solutions probably don't work because they don't use the best SOTA models and/or sully the context with all kinds of guardrails and role-playing nonsense, but if you just open a new chat window in your LLM of choice (set to the highest thinking paid-tier model), it gives you truly excellent therapist advice.

In fact in many ways the LLM therapist is actually better than the human, because e.g. you can dump a huge, detailed rant in the chat and it will actually listen to (read) every word you said.

Please, please, please don’t make this mistake. It is not a therapist. At best, it might be a facsimile of a life coach, but it does not have your best interests in mind.

It is easy to convince and trivial to make obsequious.

That is not what a therapist does. There’s a reason they spend thousands of hours in training; that is not an exaggeration.

Humans are complex. An LLM cannot parse that level of complexity.

You seem to think therapists are only for those in dire straits. Yes, if you're at that point, definitely speak to a human. But there are many ordinary things for which "drop-in" therapist advice is also useful. For me: mild road rage, social anxiety, processing embarrassment from past events, etc.

The tools and reframing that LLMs have given me (Gemini 3.0/3.1 Pro) have been extremely effective and have genuinely improved my life. These things don't even cross the threshold to be worth the effort to find and speak to an actual therapist.

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While I agree with you, I also find that an LLM can help organize my thoughts and come to realizations that I just didn't get to, because I hadn't explained verbally what I am thinking and feeling. Definitely not a substitute for human interaction and relationships, which can be fulfilling in many-many ways LLM's are not, but LLM's can still be helpful as long as you exercise your critical thinking skills. My preference remains always to talk to a friend though.

EDIT: seems like you made the same point in a child comment.

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