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A Danish study found cases in which chatbot use appeared alongside worsening mental-health symptoms, including delusions and suicidal thoughts. But it did not prove that chatbots caused those symptoms or show that ordinary chatbot use makes people mentally ill. The findings are an early warning signal—especially for people already experiencing serious symptoms—not a verdict on every chatbot or user.
What the researchers found
In a 2026 research letter in Acta Psychiatrica Scandinavica, researchers reviewed electronic health records from nearly 54,000 patients treated by psychiatric services in Denmark’s Central Denmark Region. They searched clinical notes for references to chatbots and tools such as ChatGPT. The paper was published online on February 6, 2026. PubMed lists the study and its publication details; the publisher record identifies it as a research letter.
The Aarhus University summary says chatbot use appeared to have potentially negative consequences for 38 patients. Reported concerns included delusions, suicidal ideation, and eating-disorder symptoms; accounts also referred to possible mania and other forms of distress. The summary also describes constructive uses, including help understanding symptoms and easing loneliness. Aarhus University’s account explains the findings and their limitations.
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One free scan finds every outdated or missing driver and matches the right update for your exact hardware.Free scan · exact hardware matchSome coverage cites 181 records mentioning AI chatbot use. That number is not 181 confirmed cases of harm: a mention in a clinical note is different from a case in which clinicians thought chatbot use may have had negative consequences, and neither figure means causation was established.
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Why this is a warning signal, not proof of cause
This was an observational review of records written during care—not a randomized trial in which researchers assigned people to use a chatbot or not. The researchers did not establish that a chatbot directly caused a patient’s deterioration. The sequence can be difficult to untangle: symptoms might worsen after chatbot use, but someone whose symptoms are already worsening might also turn to a chatbot more often. Sleep loss, stress, medication changes, substance use, or other circumstances could affect both.
Clinical notes are not a complete census of chatbot use. A patient may not disclose it, or a clinician may not record it. Cases are also more likely to appear in notes when something concerning is happening. For those reasons, this study cannot establish how common chatbot-related worsening is among all users or all psychiatric patients. Its nearly 54,000-patient screening population is not a count of people harmed.
How a chatbot might reinforce a problem
The Aarhus researchers warn that a chatbot’s tendency to validate or agree with a user can be troubling when someone has, or is developing, delusions. That is a proposed explanation, not a mechanism this study proved. A fluent, responsive system may sound like an authority or confidant even though it lacks a clinician’s knowledge of the person’s history, direct observation, and responsibility for care.
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- Agreement can feel like confirmation. If a user describes a paranoid or grandiose belief, a response that accepts its premise may strengthen confidence in it.
- Conversation is always available. Someone can repeatedly revisit and elaborate a frightening idea without the pauses, questions, and human reality checks that might occur in a clinical relationship.
- Personalized replies can seem authoritative. A long conversation may build a coherent-sounding story around a person’s fears, despite gaps or errors in the system’s understanding.
- Reassurance can become repetitive. For someone with obsessive-compulsive symptoms or health anxiety, repeatedly asking for certainty may bring brief relief while reinforcing the checking cycle.
- The system may miss a changing crisis. A general-purpose chatbot may not know about sleeplessness, medication changes, substance use, or immediate danger unless a user mentions them, and it is not a substitute for clinical assessment.
What “AI psychosis” does—and does not—mean
“AI psychosis” is an informal label used in public discussion, not a diagnosis established by this study. Psychosis is a clinical syndrome that can involve delusions or hallucinations. A phrase such as “chatbot-associated worsening of psychotic symptoms” describes a possible relationship in particular cases; it does not establish whether the chatbot triggered, reinforced, revealed, or merely accompanied an episode.
The Danish findings do not show that chatbots create a new psychiatric disorder, cause schizophrenia, or make users psychotic in general. They support concern about possible symptom reinforcement in some circumstances, while leaving cause and frequency unresolved.
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Who should be especially cautious?
Risk depends on a person’s current state and how they use a chatbot—not simply on a diagnosis. Extra caution is warranted when someone is experiencing delusions or paranoia, emerging mania, severe sleep loss, suicidal thoughts, recent self-harm, significant eating-disorder symptoms, or compulsive reassurance-seeking. Substance use alongside insomnia, paranoia, or mood elevation can add to concern.
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The Aarhus summary specifically urges caution for people with severe mental illness, including schizophrenia and bipolar disorder. That is an expert warning, not a quantified estimate of risk for every person with either diagnosis. A person who is stable and uses a chatbot briefly to organize questions for a clinician is in a different situation from someone who is manic, frightened by delusions, or relying on a bot as their only source of support.
Watch the effect of the interaction. Warning signs include becoming more certain that an implausible belief is true, feeling more agitated or frightened, sleeping less, withdrawing from trusted people, repeatedly seeking reassurance, or changing medication, eating, finances, relationships, or safety plans because of chatbot advice. A strong attachment alone does not prove harm, but secrecy, exclusivity, distress at the thought of stopping, or displacement of human support deserves attention.
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Lower-risk uses and higher-risk uses
The study did not test a formal safety scale or establish that the following categories are safe. They are practical distinctions to help users think about purpose and effect. The researchers’ summary acknowledges that chatbots may be useful for some people, including for symptom education or loneliness; that does not make them clinical care.
| Use may be relatively lower risk | Use is more concerning |
|---|---|
| Drafting questions to bring to a clinician | Asking a bot to decide whether a paranoid or grandiose belief is true |
| Organizing a symptom diary or simplifying appointment instructions | Using chatbot responses to stop or change prescribed medication |
| Summarizing general health information to discuss with a professional | Repeatedly asking for reassurance about an obsession or feared illness |
| Using a short conversation to prepare for a real-world conversation | Seeking help with suicide, self-harm, starvation, purging, or dangerous substance use |
| Occasional practical help while human support remains involved | Relying on a chatbot as a therapist or during an acute crisis |
These distinctions do not make every brief informational exchange harmless, nor do they mean all chatbot products work alike. A general-purpose assistant, a clinician-supervised digital treatment, and a symptom-tracking tool are different kinds of services. No chatbot should be treated as a reliable diagnostic authority or as a replacement for a trained mental-health professional.
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If a chatbot interaction seems to be making symptoms worse
- Pause or stop the conversation if it is increasing fear, certainty in a troubling belief, agitation, compulsive checking, or urges to self-harm. Do not keep asking the chatbot to settle whether a delusion is true.
- Tell someone you trust. Share what has changed and ask them to stay involved rather than trying to manage an escalating crisis alone.
- Contact your care team or a licensed mental-health professional. Explain what you were asking the chatbot, how its replies affected you, and whether your sleep, medication, eating, or behavior has changed.
- Do not change prescribed medication based on chatbot advice. Ask the prescribing clinician about any concern or proposed change.
- Seek urgent or emergency help if there is suicidal intent, immediate danger, inability to care for yourself, severe confusion, command hallucinations, rapidly escalating mania, or a risk of harm to another person. Use the crisis or emergency service where you live; the right number and service vary by location.
Save or show relevant conversation excerpts to a clinician only if doing so helps explain what happened. If reviewing them pulls you back into a distressing interaction, disengage instead.
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Questions clinicians and families can ask
Because chatbot use may not come up unless someone asks, clinicians and trusted supporters can ask plainly and without judgment:
- Are you using a chatbot for emotional support, symptom advice, reassurance, or companionship? Which one, and how often?
- Do you think of it as a therapist, friend, partner, authority, or uniquely trusted entity?
- Have its replies strengthened a belief other people have questioned, or made you more frightened, energized, isolated, or unable to sleep?
- Do you find yourself asking the same question again and again to feel certain or calm?
- Have you changed medication, eating, sleep, spending, relationships, or safety plans because of chatbot advice?
- Has chatbot use replaced conversations with people or contact with your care team? Could you take a break without feeling distressed or unsafe?
These are practical prompts, not a validated screening protocol. The value is in understanding what the person is using the system for and what happens afterward.
The takeaway from the Danish study
The study documents enough concerning cases to justify attention to how chatbots interact with serious psychiatric symptoms. It does not prove that chatbots caused those patients’ deterioration, measure the prevalence of harm, or show that all chatbot use is dangerous. For someone who is becoming manic, suicidal, psychotic, caught in compulsive reassurance-seeking, or struggling with an eating disorder, a chatbot should not be the main source of help: pause the interaction and involve a trusted person and qualified care.
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