> Leading LLMs in 2025 can absolutely do certain core aspects of cognitive behavioral therapy very effectively given the right prompts and framework and things like journaling tools for the user.
But when the situation gets more complex or simply a bit unexpected, would that model reliably recognize it lacks knowledge and escalate to a specialist? Or would it still hallucinate instead?