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  • They can’t recognize crisis. Therapists notice patterns and changes that aren’t spoken out loud—things a machine won’t catch.
  • They don’t understand context. A chatbot doesn’t know your history, your baseline mood, or how your functioning has shifted over time.
  • They aren’t accountable. Therapists are legally and ethically bound to patient safety. Tech companies are not. As the American Psychological Association has warned in discussions with federal regulators, chatbot platforms operate without the same safeguards or oversight as licensed clinicians4. I fully expect we’ll soon see liability waivers buried in their terms of service. At that point, it will be “use at your own risk.”
  • They can’t account for fit. Not all therapy works the same way for all people. Clinicians are trained in multiple modalities and adapt care based on the individual. Chatbots don’t make those distinctions, which means people may end up with advice that simply doesn’t work for them—or worse, makes things worse.
  • People with depression or anxiety, who may already be inclined to isolate
  • Those with OCD or agoraphobia, where reliance on screens can deepen avoidance
  • Individuals with psychotic disorders, who can be pushed further into delusion
  • People with personality-related disorders, who need structured, consistent, human engagement
  • Your symptoms are getting worse despite using the app
  • You’ve started withdrawing from responsibilities or relationships
  • You feel like the chatbot “gets” you more than real people do
  • You’re experiencing hopelessness or suicidal thoughts
  • Predictive analytics. A recent systematic review in JMIR Mental Health noted that while AI tools show limits in handling complex cases, they may play a role in supporting clinicians through tasks like relapse prediction and monitoring5.
  • Skill reinforcement. If you’re working on emotional regulation, an app might walk you through a “wise mind” exercise in the moment when your therapist isn’t available.
  • Back-office support. Behind the scenes, AI might streamline documentation, program building, or scheduling — freeing up more time for clinicians to work directly with patients.