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Practical AI safety · October 16, 2026

Share the task. Spare the details.

Learn what to leave out, how to make a useful practice prompt, and what to do when something private has already been sent.

Start with fictional material. These examples are written for practice. There is no box on this page for uploading your document or entering private information.

First ask: does the task need this detail?

A request to make a message friendlier rarely needs the recipient’s home address. An outline for a school project does not need a child’s full name, school, or daily routine. Give an AI the shape of the problem with invented details whenever you can.

  • Keep access secrets out: passwords, one-time codes, recovery codes, API keys, and private links that grant access.
  • Keep people out of practice data: names, contact details, ID numbers, precise locations, faces, and voice recordings.
  • Keep sensitive records out: customer lists, private conversations, financial or health records, employee information, and school records.

At work, check which tool and data use your organisation approves. The NCSC warns that sending company or customer information to unapproved AI services can reduce an organisation’s control over how that information is handled. Familiarity with a personal app is not workplace approval. [10]

Keep the useful task. Replace the private material.

Our teaching example is a reminder about a borrowed item. No real names, addresses, messages, or account details are needed.

Too much material

An entire message thread

“Here is our club’s full chat history and member contact list. Write a reminder about returning a borrowed item.”

The task needs a tone and a few facts, not everyone’s conversation and contact details.

A smaller practice prompt

A fictional situation

Write a friendly two-sentence reminder for a fictional club member to return a borrowed board game by Friday. Leave names and contact details out. Do not invent a fee or a return location.

Read the draft yourself. Did it add a fee, change the day, or invent a location? Put any necessary real details into your final message after you finish using the AI.

Is changing the name enough?

Usually it is better to write a fresh fictional example. A real record may still identify someone through its dates, location, rare circumstances, attachments, or surrounding text. Replacing a name alone is not proof that the information is anonymous.

For a sensitive task, use an approved process or ask the responsible person for help. Do not upload the original record just to ask a chatbot whether it is safe to upload.

Check where your information goes.

Before using real work material, find the service’s privacy notice and relevant account settings. Check whether it retains conversations, uses them for model improvement, allows human review, or passes them to connected services. NCSC’s discussion of unapproved AI explains why these controls matter. [10]

  • Account and plan: personal, workplace, and developer services can have different arrangements. Check the one you are actually using.
  • Connected tools: examine what files, mail, microphone, or camera access you are granting. A request to explain a concept should not need your inbox.
  • Sharing and deletion: check who can open a shared conversation and what deletion actually covers. Removing a visible chat is not evidence that every retained copy is gone.

The FTC’s general online-safety guidance also recommends examining app permissions and privacy policies, and warns that other people may retain copies of material you share. [12]

“Open weights” describes access to model parameters; it does not tell you where a particular app sends your prompt. Running a model on your own device is different from using one hosted on a website. Either setup needs its own data-handling check.

On Tinker & Tokens

Our live AI tools are archived while their service is offline. The lessons and browser-only activities remain available. Read the archive privacy notice for the current boundary and historical handling limits. An adult checking an example does not turn a general model into a child-safe service.

Already shared something? Take the next useful step.

Do not paste the secret into another chat to explain the mistake. Stop sending more information and work through the appropriate route below.

  1. Password or account access: use the service’s known website to change the exposed password; change it anywhere else it was reused. Turn on multifactor authentication. If you are locked out, use the provider’s account-recovery process. [11]
  2. API key or connected app: revoke the exposed key or connection in the provider’s settings and replace it where needed. Ask your administrator for help if it belongs to work. Removing the message alone does not revoke access.
  3. Personal or work information: remove public sharing links, use the provider’s deletion or privacy-request process, and tell the responsible adult, employer, or data owner promptly. State what kind of information was involved without repeating it into an unsecured channel.
  4. Money or suspected identity misuse: contact your bank or payment provider promptly through its official app or a trusted number. In the US, follow the FTC’s recovery guide and IdentityTheft.gov as appropriate. Elsewhere, use your local fraud-reporting service. [11]

For an unsafe answer or privacy concern on this site, use the contact route in our privacy notice. Describe the problem without sending passwords, private documents, or a child’s personal information.

These actions reduce ongoing exposure; they cannot guarantee that information already disclosed will be erased or that money will be recovered.

Read the original guidance

Checked October 16, 2026. These organisations have not reviewed or endorsed this site. Our examples and checklists are teaching suggestions; the links explain the supporting guidance.

  1. UK National Cyber Security Centre. The hidden risks of shadow AI. September 7, 2026.
  2. US Federal Trade Commission. What To Do if You Were Scammed. June 2026.
  3. US Federal Trade Commission. Heads Up: Stop. Think. Connect.. August 2023.

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