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Page 6 of 8~112 min topic

Spot wrong answers

Joke captions need less care than medical or bullying advice

Match your caution to the stakes — funny typos and harmful advice are not the same risk level.

~14 min this pageSafety and governance

1Learn the idea

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Stakes change the rules

Low stakes: joke captions, silly rename ideas, brainstorming club T-shirt slogans. Wrong answers are annoying. Light skim is fine.

Medium stakes: homework facts, project dates, club meeting times. Check with notes or an official page before you rely on them.

High stakes: anything about health, self-harm, eating, drugs, weapons, or bullying/harassment of a real person. Do not treat AI as a doctor, crisis line, or permission slip to hurt someone. Get a trusted adult, school counselor, or official guidance.

Uncertainty is normal. Acting on shaky text in a high-stakes lane is the danger.

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Care level checklist

Ask before you use the answer:

  1. Who could get hurt if this is wrong or mean?
  2. Is this reversible (delete a caption) or not (medical choice, rumor spread)?
  3. Would I be okay showing this to a parent or teacher?
  4. Does school policy already forbid this kind of help?

If questions 1–2 look serious, stop DIY-chatbot solutions.

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Jokes vs targeting

Humor about a fictional situation is different from generating insults about a real classmate. “Make it funnier” is not a free pass to cyberbully. If the prompt needs a real person’s private details or appearance to land the joke, the stakes just jumped — walk away.

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Uncertainty is a feature you should keep

For medium and high stakes, prefer prompts like:

List what is uncertain. Tell me what a professional or trusted adult is for. Do not give step-by-step advice for medical or harm topics.

If the model still charges ahead with confident instructions, you shut the tab and escalate to a human.

Go deeper

Before you start

Why this matters

You ask AI for a silly caption for your dog photo wearing sunglasses. It suggests a pun. If it’s mid, you shrug and post a different one. Later, a friend pastes a scary message: someone online told them to ignore chest pain, or a chatbot drafted a “roast” that targets a classmate’s body. Same kind of tool. Wildly different “oops” costs.

In the wild

See how this idea shows up as a product and a company — then come back to the lesson. Skills transfer across vendors.

Check your understanding

Page assessment

Answer from memory. Completion is saved from this evidence, not from opening the next page.

1. How do joke captions differ from medical or bullying situations in stakes?
2. Give an example of low, medium, and high stakes school-life uses.
3. What four questions help set care level?
4. When should you stop and find a trusted adult?
5. How can a prompt keep uncertainty visible for risky topics?

All responses are required.