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Most students open a chatbot and type ‘explain this’ or paste in a question. That gets you an answer, not learning. The six templates below make the AI ask, hint and check while you do the thinking; you fill in the [brackets].
Why does the way you prompt AI change what you learn?
In a field experiment with nearly a thousand high school maths students, those who practised with a plain ChatGPT-style tutor did worse once access was taken away than students who never had it (Bastani et al., PNAS, 2025). A second tutor, built with prompts designed to protect learning, largely avoided that harm. Without guardrails, students used the AI as a crutch.
A review of 10 learning techniques rated practice testing and spaced-out study as high utility, and rereading and highlighting as low (Dunlosky et al., 2013). Asking AI for yet another explanation is close to rereading; these templates push you towards testing.
Which AI study prompts actually help you learn?
1. Explain, then explain it back
Prompt: I’m in Class [11] preparing for [JEE Main]. Explain [why the normal force from a lift floor changes when the lift accelerates] in under 150 words with one everyday example. Then ask me to explain it back in my own words and tell me what I left out.
A good reply is short and ends with a question. Explaining it back is a form of self-explanation: in a classic study of students learning from worked mechanics examples, the stronger learners generated many explanations to themselves, while weaker ones produced too few (Chi et al., 1989).
Fails when the topic is too broad (‘explain thermodynamics’) or you skip the explain-back step.
2. Quiz me
Prompt: Quiz me on [NCERT Class 12 Chemistry, Haloalkanes and Haloarenes]. One question at a time, a mix of recall and application. Wait for my answer before giving feedback. At the end, list the ideas I got wrong.
In experiments with prose passages, students who took recall tests remembered substantially more on tests 2 days or a week later than students who restudied, even though restudying made them more confident (Roediger and Karpicke, 2006).
Fails when the AI’s answer key is wrong, which can happen with numericals, or every question is easy recall. More rules are in our guide to making an AI chatbot quiz you properly.
3. Critique my attempt
Prompt: Here is my full solution to [problem]: [your steps]. Do not solve it. Quote the first line where my reasoning goes wrong and say why in one sentence. If it is all correct, say so.
A good reply: ‘Line 3: you used v = u + at, but the acceleration isn’t constant here because the force depends on position.’
Fails when the AI misreads a blurry photo of handwriting, or invents an error in correct work; making it quote the line helps you catch both. If your method is the problem, the Fermi Problem Library has worked problems with a step-by-step solver that explains the reasoning, so you can compare your path with a full one.
4. Give me the smallest hint
Prompt: I’m stuck on [problem]. Here is what I’ve tried: [steps]. Give me the smallest hint that gets me to the next step, with no final answer. If I ask again, make the hint slightly bigger.
Fails when you ask for hint after hint without trying anything in between; that is the answer in slices. See hints versus answers from an AI tutor for how much help is enough.
5. Compare two ideas
Prompt: Compare [SN1 and SN2 reactions] in the few points that decide exam questions. Then give me two short cases and ask me which mechanism applies to each.
Fails when you only read the comparison, which is rereading again, or when the AI claims a topic is ‘frequently asked’. Check official past papers instead.
6. Plan my revision
Prompt: I have [10] days until [my unit test] and about [2] hours a day. Chapters: [list], with my confidence from 1 to 5 for each. Ask me three questions first, then make a plan that returns to each chapter at least twice and starts every session with a short quiz on earlier topics.
This uses spacing and practice testing, the two techniques the Dunlosky review rated high utility.
Fails when the AI doesn’t know your syllabus or timetable and packs in too much. If you don’t know where to begin, Fermi’s AI tutor works out what you already know and builds a plan for the session, so you sit down to a clear next step.
How can you tell a prompt template has failed?
Check after each session:
You read more than you wrote.
The AI did the step you were meant to practise.
You can’t answer the same question tomorrow with the chat closed.
If two of these are true, switch to Quiz or Critique next time. See also quick checks that you understood an AI explanation.
Start with one template tonight.
