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AI & mental health

AI can be a handy tool, but it can’t replace people who truly know and care about you.

⏱ 8 min read📑 11 sections📚 21 sources✅ Reviewed October 2026

By the numbers

What research tells us so far.

Research on AI and mental health is very new and changing fast. These numbers are early snapshots, not the full story.

United States

13.1%of U.S. young people ages 12–21 had used AI for mental health advice when feeling sad, angry or nervous (survey, Feb–Mar 2025).
5.4 millionU.S. young people ages 12–21 is roughly what that 13.1% represents (2025).
65.5%of those young users sought this advice at least once a month (2025).
92.7%of those young users found the advice somewhat or very helpful (2025). Feeling helped is not the same as getting accurate, safe advice.
19.2%of U.S. young people ages 12–21 had used AI chatbots for mental health advice by November 2025, up from 13.1% in a survey earlier that year (different samples).

Research & rules

15 trialspooled in a 2023 review found AI chat tools reduced depression and distress on average, but not overall well-being.
28 timestrained staff stepped in during a 2025 therapy-chatbot trial: 15 times for safety concerns and 13 times to correct replies.
1,200+AI-enabled medical devices had been authorized by the U.S. FDA, but none using generative AI for mental health (November 2025).

By age

22.2%of U.S. young adults ages 18–21 had used AI for mental health advice, about four times the odds of younger teens (2025).
63.3%of young people ages 12–21 who used AI for mental health advice had not told anyone (2025).
Numbers about teens and AI companions are in the Kids, teens & AI guide. Numbers about loneliness are in AI companions & loneliness.

What is an AI chatbot, really?

How it works, and why it can feel so human.

An AI chatbot is a computer program you can type or talk to. It answers in full sentences, remembers parts of your chat, and can sound warm and friendly. Many people now use these tools every day for homework, work, ideas, and sometimes for talking about their feelings.

Here is the key thing to know. A chatbot does not “understand” you the way a person does. It predicts which words are likely to come next, based on huge amounts of text it learned from. That is why it can sound caring and confident, even when it is wrong.

Three kinds of tools people use for support

  • General AI chatbots: built for answering questions, writing and ideas, not for mental health care.
  • Wellness apps that use AI: made for things like stress or mood, but not tested or approved as medical treatment.
  • Wellness apps without AI: things like mood trackers, breathing or mindfulness apps.

Humans naturally treat things that talk like people. Scientists call this anthropomorphism. Friendly names, avatars, warm replies and lots of praise make that feeling even stronger. It is not silly to feel a connection, but it helps to remember what is really on the other side of the screen.

AI can be a useful tool. But it is not a friend, a therapist or a doctor, even when it feels like one.

Why do people turn to AI for support?

It’s always there, it’s free, and it doesn’t judge.

Emotional support is one of the most common reasons people used AI chatbots in 2025. People ask for advice about relationships, another point of view, or ideas to lift their mood. Many are not looking for “therapy”. They just want someone to talk to.

What makes it appealing

  • It is available any time, day or night.
  • It is often free or low cost.
  • It can feel less embarrassing than talking to a person.
  • There may be no counselor nearby, or a long waiting list.
  • Some people want to sort things out on their own first.

For some young people and people in hard situations, AI may feel like the only private or safe place to open up. That might be because of stigma, no trusted adult to turn to, or a difficult home. This is real, and it deserves care, not judgement.

If you notice you’re turning to AI because there’s no one else, that’s a sign you deserve more support, not less. The AI companions & loneliness guide has ideas for finding people and community.

What can AI help with?

Some gentle, low-risk ways it can be useful.

Used carefully, AI can help you organize your thoughts, come up with ideas and reflect. Experts say it works best as a small helper alongside real people and professional care, not as a replacement for them.

📓 Journaling promptsGetting questions to help you write about your day or feelings.
Read more

Writing about how you feel can help you slow down and make sense of things. If a blank page feels hard, AI can suggest questions to get you started. You stay in charge of the writing.

Prompts you could ask for

  • “Give me three questions to reflect on a stressful day.”
  • “Help me think about what went well this week.”
  • “What questions could help me understand why I felt angry?”

Tips

  • Keep your actual journal private, on paper or in a notes app, rather than pasting personal details into a chatbot.
  • Use the prompts as a starting point, then write in your own words.
  • Notice how you feel afterward. If writing stirs up a lot, talk to someone you trust.
You can also find journaling ideas in the “Coping strategies: the basics” and Self-care basics guides in this app.
🎭 Practicing a hard conversationRehearsing what you want to say before you say it to a real person.
Read more

Some people use AI to role-play a tough talk, like asking for a raise, saying no, or telling a friend they feel hurt. Practicing can help you find your words and feel a bit braver.

Psychologists note that practicing something like a social introduction with a chatbot might be a helpful extra. But the real skill grows when you practice with other people in real life.

How to try it

  • Be specific: “Help me role-play saying no kindly to extra shifts.”
  • Ask it to play the other person in a few different ways, not just the easy one.
  • Then try it for real, with someone safe first if you can.
A real person may react differently from the chatbot. That’s OK. Every real try builds confidence.
🗂️ Getting ready for an appointmentWriting down questions and what you want to say to a doctor or counselor.
Read more

It can be hard to remember everything once you sit down with a professional. AI can help you list your questions and put your thoughts in order before you go.

For example

  • “What questions should I ask a new therapist?”
  • “Help me put these notes about my sleep in order.”
  • “How do I describe how my week has felt?”

AI can also help you think about how to find a licensed professional, and what to ask about their training and experience.

Leave out names, test results and other private details. What you type may not stay private.
🧩 Practicing skills from therapyGoing over a skill your therapist taught you, between sessions.
Read more

If you already see a mental health professional, AI may help you practice “homework” exercises you learned there, like spotting unhelpful thoughts or planning small steps.

Using it well

  • Tell your therapist you’re using AI, so they can check it fits your plan.
  • Think critically about any coaching it gives. It can be off track.
  • Ask for research-backed ideas, for example: “What is an evidence-based way to worry less?”
AI can support your care. It should never steer you away from it.
🔍 Learning the basicsGetting a simple first explanation, then checking it with trusted sources.
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AI can explain a word or idea in plain language. That can be a helpful first step. But it can also mix up facts or leave out important parts, even when it sounds sure.

Better ways to learn

  • Ask it to name its sources, then visit those sources yourself.
  • Check health facts with trusted organizations or your clinical provider.
  • Ask: “What might I be missing?” to get more than one side.
The AI scams, deepfakes & misinformation guide has a step-by-step way to fact-check an AI answer.

Early research on some apps and chatbots built specifically for mental health suggests they may help some people feel less stressed or lonely. But there are not yet enough large, high-quality studies to know how well they work, for whom, or how safe they are.

Researchers point to a few more ways AI may help, especially for people who face barriers to care. A 2026 research review found that structured AI tools show some short-term benefits for stress, anxiety, loneliness, self-esteem and social confidence, but results are not consistent and depend on how the tool is used.

🕰️ Help between appointmentsSomething to turn to at 2 a.m. or on a long waiting list.
Read more

Psychologists note that AI tools are available any time and may fill gaps when human care is hard to reach. They also warn this must not distract from fixing access to real care.

Use it as a bridge

  • Keep your name on waiting lists while you use any app
  • Use AI to prepare for the appointment, not instead of it
  • Save crisis numbers somewhere you can see them
♿ AccessibilityDifferent ways to read, write and understand.
Read more

The World Health Organization lists “patient-guided use,” such as looking into symptoms, as one of the main ways people use AI for health. For some people, AI can turn dense information into plain language, read text aloud, or help put thoughts into words.

Examples people use

  • “Explain this letter from my insurer in simple words.”
  • “Turn my bullet points into a short message to my doctor.”
  • “Read this aloud more slowly.”
  • Translating a simple message, then checking it with a person who speaks the language
Plain-language help is not the same as accurate health advice. Check anything important with your clinical provider.
🗣️ Building confidenceLow-pressure practice for social skills.
Read more

Some studies suggest AI practice may build social confidence. Researchers say AI seems most helpful when it supports, rather than replaces, human abilities and relationships.

The Building social confidence guide has step-by-step practice ideas you can do with real people.

Where does AI fall short?

The important limits to keep in mind.

Psychologists say general AI chatbots should not be used as a replacement for a qualified mental health professional. They were not built to give care, and they have not been tested or approved for it. Here is why that matters.

🩺 It is not a therapistIt has no license, no training, and no one checking its work.
Read more

Licensed mental health professionals follow a code of ethics, have years of clinical training, keep learning, and are overseen by state boards. A chatbot has none of these. Some even call themselves a “therapist”, a word that has no legal protection in most states.

A strong, trusting relationship with a therapist is one of the best predictors of getting better. A relationship with AI is one-sided, even if it doesn’t feel that way.

Professionals also notice things a chatbot cannot, like your tone of voice, body language, history and culture. Most chatbots only see the words you type.

AI cannot diagnose you. Only a qualified professional can assess what is going on for you.
❓ It can be wrongAI can make things up and still sound very sure.
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AI can “hallucinate”, which means it can invent facts, studies or advice that are not real. It often sounds clear and confident, which makes wrong answers easy to believe. It may even point to real sources and still get the details wrong.

Experts also warn that AI can mistake everyday struggles for mental health conditions, and offer misleading labels or treatment ideas.

What to do

  • Treat AI health answers as a starting point, not the final word.
  • Check anything important with your clinical provider.
  • Never make a big life decision based only on what a chatbot says.
🪞 It tends to agree with youMany chatbots are built to validate you, even when that isn’t helpful.
Read more

Many AI chatbots are designed to be agreeable. Experts call this “sycophancy”. Hearing “you’re right” feels good. But a good therapist or friend sometimes gently challenges you, because that is how we grow.

If you ask a question that assumes something is true, AI will often go along with it. When this repeats, it can become an “echo chamber” that makes worries, unfair beliefs or harmful ideas feel even more true.

Try asking instead

  • “What might I be missing?”
  • “Give me three different ways to look at this.”
  • “What would someone who disagrees say?”
Feeling better in the moment is not always the same as getting better.
🚨 It may not recognise a crisisIt cannot reliably keep you safe in an emergency.
Read more

Experts say AI’s ability to handle someone in crisis is limited and unpredictable. Relying only on an app during a mental health emergency can be dangerous. Some chatbots have even responded in unsafe ways to people who were struggling.

Reach a person right away if you or someone else

  • Has thoughts of harming themselves or someone else
  • Has urges to self-harm
  • Is hearing or seeing things others don’t
  • Has strong, upsetting beliefs others don’t share
If you’re in crisis, call or text 988 (U.S.), or text HOME to 741741. If a life is in danger, call 911.
🔒 Privacy and your dataWhat you type may be stored, used or shared.
Read more

Talking to AI can feel private, so people often share very personal things. But your words are usually recorded. Chatbots are owned by companies, and your information may be used to train future AI or for marketing.

Most wellness apps are also not covered by the health privacy laws that protect what you tell a doctor or therapist.

Protect yourself

  • Don’t share your full name, address, school, workplace or health records.
  • Read the privacy settings and turn off data sharing where you can.
  • Look for a way to delete your chats and data, and use it.
A good rule: don’t type anything you wouldn’t be OK with a stranger reading. The AI scams, deepfakes & misinformation guide goes deeper on privacy.
⚖️ Bias and blind spotsAI learns from the internet, including its unfair ideas.
Read more

AI is trained mostly on English-language, Western internet content. So it can reflect biases about race, culture, gender and more, and may not understand your background or community.

This means its advice may not fit your culture, beliefs or situation, and can even be unfair to some groups.

If advice doesn’t feel right for you or your family, trust that. Talk it over with someone who knows your world.
Any AI advice that points toward harming yourself, someone else, or any living thing is a clear sign to stop and step away. Never follow it.

Why a bot isn’t a crisis line

In an emergency, you need a trained human, not a prediction machine.

A crisis line connects you with a trained person who can listen, help you stay safe and connect you to local help. A chatbot generates text. It cannot call for help, check on you later, or know where you are.

📉 What testing has shownChatbots are inconsistent in the middle ground.
Read more

A 2025 study asked three popular chatbots 30 suicide-related questions, 100 times each. They handled very-low-risk and very-high-risk questions in line with experts, but were inconsistent with questions in between.

Most real crises live in that middle ground: a hint, a hopeless comment, a question that sounds like research. That is where a human matters most.

🧑‍🤝‍🧑 Even research bots needed humansSafety came from people watching.
Read more

In a 2025 trial of a therapy chatbot, trained staff reviewed replies and stepped in 15 times for safety concerns. Apps you download usually have no one reading along.

📜 New rules, still not a safety netSome laws now require crisis protocols.
Read more

California’s companion chatbot law requires platforms to have protocols for responding to users who express suicidal thoughts or self-harm, and to report on them.

A protocol may show you a crisis number. It cannot replace calling one.
➡️ If a bot is where you turned firstThat’s OK. Take the next step to a person.
Read more

Do this now

  1. Close the chat
  2. Call or text 988, or text HOME to 741741
  3. If you are in danger right now, call 911 or go to the nearest emergency room
  4. Tell someone near you how you’re feeling
If you’re in crisis, call or text 988 (U.S.), or text HOME to 741741. If a life is in danger, call 911. Real people answer, any time.

Using AI wisely

Five simple habits for safer use.

If you choose to use AI when you’re feeling low or stressed, a few habits can make it much safer. Tap each card for how to do it.

🔐 Do a privacy checkKnow what you’re sharing and who might see it.
Read more

Experts urge people to be very careful about sharing sensitive information with AI, and to check privacy policies and in-app settings.

A quick privacy check

  1. Open the app’s settings and find “privacy” or “data”.
  2. Turn off options that use your chats to train the AI, if you can.
  3. Find out how to delete your history, and do it regularly.
  4. Leave out names, addresses, health records and anything that identifies you or others.
If you can’t find a clear privacy policy, that’s a reason to be extra careful or choose another tool.
✅ Fact-check health infoDouble-check anything about your health with trusted sources.
Read more

AI can sound sure and still be wrong. Always check mental or physical health information with a health care professional before acting on it.

How to check

  • Look it up on trusted sites like government health agencies, medical schools or large nonprofits.
  • Check when the information was written or updated.
  • See if several reliable sources say the same thing.
  • Ask your clinical provider whether it applies to you.
For anything medical, consult with your clinical provider.
🤝 Keep human connectionLet AI be a small helper, not your main support.
Read more

Experts say AI should never get in the way of your human relationships, even if the chatbot feels “safer”. Be wary if it ever suggests pulling away from people in your life.

Ideas

  • After a chat with AI, reach out to one real person.
  • Share what you learned with a friend and ask what they think.
  • Protect time for sleep, hobbies, school, work and friends.
☎️ Crisis = call or text 988In an emergency, always reach a human.
Read more

Don’t rely on AI in a crisis. If you or someone else might be in danger, connect with a real person straight away.

Who to contact

  • Call or text 988 (Suicide & Crisis Lifeline, U.S.), any time
  • Text HOME to 741741
  • Call 911 or go to the nearest emergency room if a life is in danger
If you’re in crisis, call or text 988 (U.S.), or text HOME to 741741. If a life is in danger, call 911.
🙋 Tell a trusted personShare what’s going on with someone who knows you.
Read more

Before making any big decision based on a chatbot’s advice, talk it over with trusted people first. They know your life, your history and what matters to you.

Trusted people might be

  • A family member or close friend
  • A teacher, coach or school counselor
  • A faith leader or community mentor
  • Your doctor or therapist
If you see a therapist, let them know you use AI. It helps them make sure what you’re learning fits your goals.
🌿 Everyday healthy-use habitsSmall habits before, during and after, so AI stays a tool and not a crutch.
Read more

These habits add to the five above. Pick two or three that fit your life, and try them for a couple of weeks.

Before you start

  • Decide why you are opening it: a task, a question, or comfort
  • If it’s for comfort, ask yourself whether a person could help instead
  • Set a time limit or a number of messages

While you use it

  • Ask for other viewpoints, not just agreement
  • Leave out names, places and health details
  • Notice if it is flattering you or pushing you toward a big decision
  • Stop if it says anything about harming yourself or others

After

  • Check important facts with trusted sources or your clinical provider
  • Check in with yourself: do I feel better, worse or more alone?
  • Every few weeks, take a full day off from chatbots
  • Turn off chat “memory” or personalisation if you don’t want it to remember you
Turn these into your own rules with the “My healthy AI use plan” worksheet.

AI therapy apps: what the evidence says so far

Some promising trials, many unknowns, and no approved AI therapist.

There is a big difference between a general chatbot and an app built and tested for mental health. Some purpose-built tools show early promise in research. But studies are still small and short, and no generative AI mental health device had been authorized by the U.S. FDA as of late 2025.

📈 What studies have foundSome reduction in low mood and distress, at least short term.
Read more

A 2023 review pooled 15 randomized trials of AI chat tools. On average, they reduced symptoms of depression and distress, but did not clearly improve overall well-being.

In a 2025 trial with 210 adults, people who used a research chatbot built on therapy methods for four weeks had larger drops in depression, anxiety and eating-related worries than people on a waiting list.

🧑‍⚕️ The important fine printEven in the best trial, humans were watching.
Read more

In that 2025 trial, trained staff reviewed every chatbot reply. They stepped in 15 times for safety concerns and 13 times to correct inappropriate replies.

Other limits

  • Follow-up lasted only eight weeks
  • Participants knew which group they were in
  • The comparison was a waiting list, not a human therapist
  • Researchers called for larger, longer studies
A tool tested with human safety checks in a study is not the same as an app you download on your own.
✅ What is verified, and what isn’tA quick way to sort the claims.
Read more

Fairly well supported

  • Some purpose-built tools can reduce symptoms short term in studies
  • People can feel a sense of connection with a chatbot

Not yet shown

  • That AI works as well as a human therapist
  • Long-term benefits
  • Safety for people in crisis or with serious mental illness
  • That general chatbots work as therapy
See “Mental health apps: how to judge quality” for questions to ask before you trust an app.

Mental health apps: how to judge quality

Questions to ask before you trust an app.

There are thousands of mental health and wellness apps. Some are built on proven approaches and can be a helpful extra, while others promise more than they deliver. There are no industry-wide standards yet for judging their quality, so it helps to know what to look for.

Possible benefits of good apps

  • Help any time, anywhere, in private
  • A low-pressure first step for people unsure about seeking care
  • Often cheaper than in-person care, and some are free
  • Can help you practice skills between therapy sessions

Concerns to keep in mind

  • Many have not been shown to work as well as in-person care
  • An app may not work equally well for everyone
  • It may not be clear how your personal data is protected
  • Some apps overpromise and may keep people from more effective help

How to choose an app

  1. Ask a trusted health care provider for a recommendation.
  2. Check that the app says what to do if you feel worse or are in a crisis.
  3. Decide if you want a fully automated app, or one that connects you with a trained professional.
  4. Look up who made it and what their credentials are.
  5. Be wary of logos that suggest a government agency endorses it. For example, the National Institute of Mental Health does not develop or endorse apps, yet some have falsely used its logo.
  6. Search for published research on the app.
  7. Check whether it is based on a tested approach, such as cognitive behavioral therapy.
  8. Try it for a few days to see if it is easy to use and worth keeping.
Be very skeptical of any product that claims to give “therapy” without clinical testing, professional oversight, or regulatory approval.
The “Before I trust a mental health app” worksheet walks you through these questions for one app.

Myths vs facts

Clearing up common ideas about AI and mental health.

❌ Myth: “AI understands me better than people do.”Fact: AI predicts words. It doesn’t truly know you.
Read more

AI can repeat your words back and remember details, which can feel like deep understanding. But its replies are based on patterns in language, not a real relationship or clinical judgement.

People who know you can see the whole picture: your history, your culture, your face when you’re upset. That kind of understanding is something AI can’t give.

❌ Myth: “If it sounds confident, it must be right.”Fact: AI can be confidently wrong.
Read more

AI often presents information clearly and decisively, which makes it seem more accurate than it is. It can invent facts and sources.

Check important answers with trusted sources and your clinical provider.
❌ Myth: “Using AI for support means I’m weak or strange.”Fact: Many people do it. What matters is using it wisely.
Read more

In a 2025 national survey, about 1 in 8 U.S. young people ages 12 to 21 said they had used AI for mental health advice when feeling sad, angry or nervous.

Wanting support is human. The goal is to make sure AI is one small part of your support, alongside real people and professional help when you need it.

❌ Myth: “Wellness apps are checked for safety.”Fact: Most are not regulated for safety or effectiveness.
Read more

Most wellness apps don’t make medical claims, so they are not reviewed as medical devices. Many are also not covered by health care privacy laws.

That doesn’t mean all apps are bad. Some non-AI wellness tools can be safe and helpful when used as intended. It just means you need to judge them carefully.

❌ Myth: “AI will tell me if I need real help.”Fact: It may not recognise a crisis.
Read more

AI’s ability to safely guide someone in crisis is limited and unpredictable. Don’t wait for an app to tell you to reach out.

If you’re in crisis, call or text 988 (U.S.), or text HOME to 741741. If a life is in danger, call 911.

When and where to get help

When it’s time to talk to a real person, and where to start.

Reach out to a professional if

  • You’ve been feeling low, anxious or on edge for weeks
  • AI use is affecting your sleep, school, work or relationships
  • You feel you can’t cope without the chatbot
  • You’re hiding how much you use it
  • A chatbot has said something that upset or scared you
  • You’re unsure whether AI advice is right for you

A good first step is your doctor, a school counselor, or a licensed therapist. Talk therapy has strong research behind it for many mental health concerns, and you can ask about online or phone sessions if that’s easier.

Where to reach a person now

  • 988 Suicide & Crisis Lifeline (U.S.): call or text 988, any time, or chat at 988lifeline.org
  • Crisis Text Line (U.S.): text HOME to 741741, any time
  • Outside the U.S.: findahelpline.com lists free, confidential helplines in many countries
  • If a life is in danger right now: call 911 (U.S.) or your local emergency number

More guides on AI in this app

  • AI companions & loneliness: AI friends and partners, dependence, and finding real connection
  • AI scams, deepfakes & misinformation: privacy, voice-cloning scams and fact-checking
  • AI, work & the future: job worries, AI in clinics, and the rules being written
  • Kids, teens & AI: for parents, caregivers and young people
This guide is for learning only. It is not a diagnosis. A chatbot’s answer, or a social media video that says “if you have these signs, you have X”, isn’t a diagnosis either. Everyone is unique. Please talk to your clinical provider or therapist.
If you’re in crisis, call or text 988 (U.S.), or text HOME to 741741. If a life is in danger, call 911. Don’t rely on AI in an emergency.

📝 Worksheets for this guide

Fill these in privately in the app. Your answers stay on your phone.

My AI check-inTake an honest look at how you use AI when you’re feeling down or stressed. There are no wrong answers.
My healthy AI use planSet your own rules for using AI, so it stays a helpful tool. Review them in a month.
Before I trust a mental health appThinking of using a wellness app or AI chatbot for support? Answer these questions first. It takes five minutes.
🔒 Fill in privately in the Mentally United Wellness App. Free, no ads, no accounts.

Sources

  1. American Psychological Association (APA) (2025). APA Health Advisory on the Use of Generative AI Chatbots and Wellness Applications for Mental Health
  2. American Psychological Association (APA) (2025). Artificial Intelligence and Adolescent Well-being: An APA Health Advisory
  3. American Psychological Association (APA) (2026). APA Guide to Navigating AI-Generated Advice Thoughtfully and Safely
  4. JAMA Network Open (peer-reviewed) (2025). Use of Generative AI for Mental Health Advice Among US Adolescents and Young Adults (McBain RK, et al.)
  5. JAMA Pediatrics (via PubMed Central) (2026). AI Chatbot Use and Disclosure for Mental Health Among US Adolescents and Young Adults (McBain RK, et al.)
  6. U.S. Food and Drug Administration (FDA) (2025). Digital Health Advisory Committee Meeting: Brief Summary, Generative AI-Enabled Digital Mental Health Medical Devices
  7. National Institute of Mental Health (NIMH) (2024). Technology and the Future of Mental Health Treatment
  8. National Institute of Mental Health (NIMH) (2024). Psychotherapies
  9. MedlinePlus (U.S. National Library of Medicine, NIH). Evaluating Health Information
  10. 988 Suicide & Crisis Lifeline. 988 Suicide & Crisis Lifeline
  11. npj Digital Medicine (via PubMed Central) (2023). Systematic review and meta-analysis of AI-based conversational agents for promoting mental health and well-being (Li H, Zhang R, Lee YC, Kraut RE, Mohr DC)
  12. NEJM AI (peer-reviewed) (2025). Randomized Trial of a Generative AI Chatbot for Mental Health Treatment (Heinz MV, et al.)
  13. Behavioral Sciences (via PubMed Central) (2026). Human 2.0? AI and the Future of Well-Being, Connection, and Personal Growth: A Narrative Review (Vannoy TK, Cadieux S, Lyubomirsky S)
  14. World Health Organization (WHO) (2024). WHO releases AI ethics and governance guidance for large multi-modal models
  15. Psychiatric Services (via PubMed Central) (2025). Evaluation of Alignment Between Large Language Models and Expert Clinicians in Suicide Risk Assessment (McBain RK, et al.)
  16. Office of the Governor of California (2025). Governor Newsom signs bills to further strengthen California’s leadership in protecting children online (SB 243 companion chatbots; AB 489)
  17. Substance Abuse and Mental Health Services Administration (SAMHSA). 988 Suicide & Crisis Lifeline
  18. Crisis Text Line. Crisis Text Line
  19. Substance Abuse and Mental Health Services Administration (SAMHSA). Crisis Text Line (resource listing)
  20. ThroughLine (partner of the International Association for Suicide Prevention). Find A Helpline
  21. International Association for Suicide Prevention (IASP). If you’re in crisis, help is available right now

This guide is for education and self-care. It is not a diagnosis or a substitute for professional care. Please talk to a counselor or clinical provider about your health. Reviewed October 2026.

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