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Freedom251 › Blog › AI Safety

What to Do When an AI Wellbeing Tool Gives Harmful or Inaccurate Advice

By Freedom251 Team · · 8 min read

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Stop following advice that could hurt you or anyone else. If there is immediate danger, contact human emergency or crisis support; if the risk is not immediate, pause before acting, show the response to a qualified mental-health professional, review what information you shared, and use the service’s own safety, reporting, and deletion controls.

First, decide whether this is an emergency

An AI wellbeing tool can sound calm, confident, and specific while still being wrong. The World Health Organization warned in 2023 that large language models can produce responses that appear authoritative and plausible but may be completely incorrect or contain serious errors, especially for health-related questions. Treat a disturbing answer as unverified output, not as a diagnosis, treatment plan, or instruction.

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Situation What to do now Why
Immediate danger, a current plan to self-harm or harm someone, an overdose, a medical emergency, or advice you may act on within minutes In the United States, call or text 988 for immediate live crisis support. Call 911 or go to the nearest emergency department when there is immediate physical danger. Outside the United States, use your country’s emergency number and crisis service. An app or chatbot cannot provide the reliable, real-time intervention required in a crisis.
Advice feels unsafe, manipulative, or plainly wrong, but nobody is in immediate danger Stop the conversation, do not test the suggestion, and arrange a prompt discussion with a licensed mental-health professional or your healthcare team. A qualified person can account for your history, medications, circumstances, and existing care plan.

If you are unsure which category fits, choose the safer option: involve a trusted person and contact human support. Do not remain alone while trying to decide whether a chatbot’s warning is serious.

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1. Stop when the tool points toward harm

The American Psychological Association’s 2026 consumer guide says, “Any advice from AI that points toward harm to yourself, others, or anything living is a clear signal to step away.” That includes direct instructions, encouragement, methods, or language that normalizes dangerous behavior. It also includes a response that pressures you to hide the situation from people who could help.

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  1. End the exchange. Close the chat or put the device down. Do not keep prompting the system to confirm, refine, or justify the dangerous answer.
  2. Do not act on the suggestion. Move away from medicines, weapons, heights, vehicles, or other means if those are relevant. Ask another person to stay with you or help make the environment safer.
  3. Save a minimal record. If it is safe, note the tool’s name, the date, the exact response, and what you asked. A screenshot can help a clinician or the provider investigate, but do not delay emergency help to collect evidence.
  4. Tell a human. A trusted friend, family member, clinician, school counselor, or workplace support contact can help you take the next step.

Do not treat a chatbot’s confidence, empathy, or apparent memory as proof that it understands your situation. Generative systems predict text; they do not possess clinical judgment or responsibility for your safety.

2. Get live help for a crisis

United States

Call or text 988 to reach the Suicide & Crisis Lifeline for immediate support. If someone is in immediate physical danger, call 911 or go to the nearest emergency department. The National Institute of Mental Health (NIMH) also recommends connecting a person at risk with 988, trusted people, and mental-health professionals.

Elsewhere

Use your local emergency number and a crisis service in your country. Emergency systems, text availability, languages, and eligibility differ by location. If you are traveling, ask a local person, hospital, or emergency operator which service handles an urgent mental-health crisis.

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While help is on the way

  • Stay with the person, or arrange for a trusted adult to stay with them.
  • Reduce access to anything they might use to cause harm, where doing so does not put you at risk.
  • Follow instructions from the crisis counselor or emergency operator rather than returning to the chatbot for guidance.
  • If medication, alcohol, drugs, or an injury is involved, say so clearly to emergency staff.

Do not use an AI app as the only safety plan. The APA’s advisory on generative AI chatbots and wellness applications specifically cautions that these tools have limitations in crisis management and should not replace a qualified provider.

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3. Verify non-urgent advice before you act

When the answer is concerning but there is no immediate danger, pause major decisions until a qualified person reviews it. This applies to changing or stopping medication, interpreting symptoms, confronting someone, ending a relationship, leaving a job or home, making a legal or financial decision, or following an extreme diet or exercise plan.

Give the professional the useful context

  1. Copy the exact AI response and the prompt that produced it, removing unnecessary personal identifiers.
  2. Explain what you were hoping to learn and which part seemed inaccurate, alarming, or destabilizing.
  3. List relevant symptoms, diagnoses, medications, recent changes, and your current safety concerns.
  4. Ask what, if anything, is appropriate for your circumstances and how it fits your existing care plan.

The APA advises against using AI to diagnose mental or medical conditions or to interpret psychological tests. A tool may suggest possibilities, but only an appropriately qualified clinician can evaluate you in context. If you do not have a clinician, contact a primary-care practice, licensed therapist, community mental-health service, or local health authority for a suitable referral.

4. If you already followed the advice

Tell a healthcare professional exactly what you did, when you did it, and what happened. Do not conceal the chatbot’s role because you fear being judged; the information can affect safe treatment. For a possible overdose, poisoning, severe reaction, injury, or sudden change in mental state, contact emergency services or your local poison center immediately rather than waiting for an app to respond.

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If the advice led to conflict or another non-medical consequence, first secure your safety and preserve relevant messages. A clinician, crisis counselor, safeguarding professional, or trusted person can help you decide what to repair, report, or document. Avoid asking the same system to evaluate the harm it may have contributed to; that creates a circular source of reassurance.

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5. Protect your privacy before sharing more

Wellbeing conversations can contain diagnoses, trauma histories, medication details, sexual information, names, locations, and information about other people. The APA cautions that a chatbot may store or share sensitive or personal information. Before continuing, review the service’s privacy policy and in-app controls.

Check these settings

  • Whether conversations are saved, used to improve models, or reviewed by people.
  • Whether you can turn off history, training use, personalization, or location access.
  • How long data and account backups are retained.
  • Which connected services, analytics tools, or third parties receive information.
  • Whether deleting a chat also deletes server-side copies, backups, or derived profiles.
  • How to export records if a clinician needs them, and how to close the account.

Share only what is necessary while you decide what to do. Replace names, addresses, phone numbers, workplace details, and identifying information with general descriptions when those details are not clinically essential. Do not paste another person’s private messages into a tool without considering consent and confidentiality.

6. Report the response and request deletion through the service

There is no single complaint or deletion process that applies to every AI wellbeing product. Look in the tool’s Help, Safety, Privacy, Account, or Contact sections for an option to report harmful content, contact support, export data, delete conversations, or close the account. Save the confirmation number or email and the date of your request.

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Describe the issue precisely: identify the conversation, quote the problematic text, explain why it could cause harm or is factually wrong, and state whether anyone acted on it. Do not include more sensitive information than the provider needs to locate the exchange. If the service has a separate route for urgent safety reports, use that rather than a general feedback form.

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The Federal Trade Commission’s Health Breach Notification Rule page explains obligations for businesses within the rule’s scope and notes amendments effective July 29, 2024. Its applicability depends on the entity and the data involved; it is not a universal consumer reporting mechanism for every chatbot. For legal or regulatory complaints, identify the provider, your location, and the type of data or harm involved before seeking jurisdiction-specific advice.

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7. Decide whether to use the tool again

You do not have to continue using a service that gave unsafe advice. If you consider returning, assess the safeguards it clearly provides rather than relying on a reassuring brand voice.

Safeguard to look for What a clear explanation should say Warning sign
AI disclosure It plainly identifies itself as an AI system rather than implying it is a human clinician. Human-like claims, invented credentials, or ambiguous identity.
Scope and limits It states that it does not diagnose or treat and is not for emergencies. Promises of diagnosis, guaranteed improvement, or crisis management.
High-risk escalation It directs users to human-led crisis services when prompts indicate imminent risk. It keeps chatting, gives methods, or discourages contacting people.
Privacy controls Policies explain retention, sharing, deletion, and settings in understandable language. Hidden controls, vague retention, or no practical deletion route.
Accountability There is a named reporting channel and an explanation of how safety incidents are reviewed. No way to report a harmful answer or no response to a safety complaint.

The U.S. Food and Drug Administration’s design principles for AI transparency in mental health and emotional wellbeing describe these safeguards as design goals. They do not prove that a particular product is clinically effective, legally approved, or safe for every user.

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8. Evaluate an app before relying on it

NIMH recommends checking what to do if symptoms worsen or an emergency occurs, whether the app offers contact with a trained professional, the developer’s credentials, and the evidence behind the tool. NIMH has not developed or endorsed apps, so the presence of an NIMH webpage is not an approval seal.

Questions worth answering

  • Who is the intended user, and is the tool designed for general wellbeing or a specific clinical population?
  • What evidence supports its claims, and was that evidence independently evaluated?
  • Does a qualified professional supervise content or escalation decisions?
  • Can you reach a human when the system detects high-risk language?
  • Are limitations, error possibilities, and emergency instructions visible before use?
  • Can you delete your data without contacting a salesperson or surrendering additional information?

If the provider cannot answer these questions clearly, treat the tool as an unverified writing or reflection aid at most—not as a source for diagnosis, treatment, or crisis decisions.

Why inaccurate advice happens

Large language models generate likely text from training patterns rather than checking every statement against your medical record or a live clinical database. Training material can contain bias, gaps, outdated information, and cultural assumptions. A fluent answer can therefore combine a true general statement with a dangerous recommendation for your particular situation.

Risk increases when a prompt is vague, when the system lacks relevant context, when symptoms overlap across conditions, or when the user asks for certainty. The safest response to uncertainty is human review, not a longer conversation designed to make the model sound more confident.

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A short action checklist

  1. Stop reading or following any advice that points toward harm.
  2. For immediate danger in the United States, call or text 988; call 911 or go to an emergency department for immediate physical danger. Elsewhere, use local crisis and emergency services.
  3. Tell a trusted person and involve a qualified mental-health professional or healthcare team.
  4. Do not make major medical, personal, legal, or financial decisions from the chatbot’s answer alone.
  5. Review privacy settings before sharing another sensitive detail.
  6. Report the exchange and request deletion through the product’s own documented channels.
  7. Keep using the service only if its identity, limits, escalation, privacy, and accountability safeguards are clear to you.

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AI Safetycrisis supportDigital Wellbeingmental health technologyPrivacy

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