After a tutoring session, useful notes can be scattered across a page: a concept that finally clicked, a recurring mistake, an example to revisit, and a question for next time. AI can help organize that material into a short practice sheet. The tutor still needs to decide what is accurate and appropriate.
This is a manageable use of AI for teachers, tutors, volunteer learning partners, and adults organizing their own study. It starts with material you understand, produces a limited draft, and leaves room to check whether the learner can actually use it.
What you will practise
Result: A small percentage-practice sheet with calculations you can verify, without learner records.
- Level: Beginner text practice.
- Time: About 10 minutes; an estimate, not a measured reader result.
- Device: Phone, tablet or computer; paper also works.
- Tools and cost: Use the complete on-page example for free, or an AI text chat you already use. No new account, upload, connected inbox, recording or paid feature is needed for this exercise.
Start with the fictional material. Applying the workflow to real work is separate and requires permission to use the source material.
Decide what the notes should accomplish
A practice sheet should have a clear purpose. Perhaps the learner needs to distinguish two ideas, repeat a calculation accurately, or explain a concept without looking at the answer. “Summarize everything” often produces a tidy document without a useful next step.
Write down the learning goal, the source material, what the learner already handled independently, and where help was needed. Keep observations specific: “confused the original amount with the discounted amount” gives more direction than “bad at percentages.”
A model can reorganize these observations. It should not turn a few mistakes into a diagnosis, a fixed label, or a claim about the learner’s ability.
Prepare a minimal, appropriate input
Use your own teaching notes and materials you are permitted to share. Remove names, contact details, school identifiers, and unrelated personal information. Avoid uploading sensitive learner records to a general-purpose service simply for convenience.
Removing a name does not always remove identifying information. A distinctive situation or a collection of details can still identify someone. Where you work through a school or organization, use its approved tools and follow its arrangements for student information.
UNESCO’s guidance on generative AI in education highlights privacy and human agency. In this workflow, that means keeping control of both what enters the system and what is presented to the learner. If permission or suitability is unclear, use a fictional example that contains no learner information.
Ask for a small draft you can verify
Build a practice sheet from complete fictional teaching notes
Try the task yourself, or select and copy the entire prompt below into a text chat you already use. All required source material is included. Do not add real customer, learner or other private information.
Use only these fictional teaching notes to create a brief recap, one worked example, three practice questions and a separate answer key after the questions. Show the calculations. Do not infer anything about a learner or claim they have mastered the topic.
Learning goal: distinguish the discount amount from the final price.
Rule: discount amount = original price multiplied by discount rate; final price = original price minus discount amount. These fictional prices have no tax or other charges.
Worked example: 20% off $80.
Practice question 1: Find the discount and final price for 20% off $50.
Practice question 2: Find the discount and final price for 10% off $90.
Practice question 3: In the worked example, why is $16 not the final price?
Help selecting, copying and pasting.
Illustrative answer — not a recorded AI response
Recap: First calculate the amount taken off, then subtract it from the original price.
Worked example: $80 × 0.20 = $16 discount. $80 − $16 = $64 final price.
Try these before reading the key
- Find the discount and final price for 20% off $50.
- Find the discount and final price for 10% off $90.
- Why is $16 not the final price in the worked example?
Answer key
- $50 × 0.20 = $10 discount; $50 − $10 = $40 final price.
- $90 × 0.10 = $9 discount; $90 − $9 = $81 final price.
- $16 is the amount removed from $80. The remaining price is $64.
Three checks before using the answer
- The worked example gives a $16 discount and a $64 final price.
- The practice answers are $10/$40 and $9/$81, with the two amounts correctly labeled.
- The explanation distinguishes amount removed from price paid; no learner ability, diagnosis or mastery is inferred.
Repair request if needed: “Recalculate each discount from the original price, subtract it for the final price, and label both amounts. Remove all claims about the learner.”
Explain the key check: What calculation would catch an answer that calls the discount the final price?
Finish when: the answer passes all three checks and you can explain the distinction above. Keep your checked draft; this exercise does not send, publish or approve anything.
Build in practice instead of only rereading
The Institute of Education Sciences’ 2007 practice guide recommends approaches including spacing learning over time, alternating worked examples with problem-solving, and using quizzes to revisit content. These are learning principles, not evidence that automatically generated worksheets produce better results.
Apply them modestly. Include a worked example, a similar problem the learner attempts alone, and a question that asks for an explanation. Return to an important idea in a later session. Let the learner try before revealing the answer key.
A beautifully formatted recap can feel familiar without revealing whether someone can use the idea. A fresh task gives you more informative evidence than asking whether the notes “make sense.”
Check the draft against the lesson
Before sharing, review every factual claim, calculation, and instruction against a dependable subject source or your established teaching material. Check that the answer key matches the questions and that only one answer is required where the wording implies one.
Look for accidental leaps in difficulty. A practice question may introduce vocabulary, assumptions, or techniques the lesson did not cover. Also remove fabricated references and any claims that the learner has mastered something merely because the AI says so.
For diagrams or generated images, inspect labels, geometry, and whether the illustration actually represents the concept. If you cannot verify an image, leave it out or use a simpler, reliable teaching aid. Decoration should not create a new misconception.
Keep a short record of what helped
After the learner tries the questions, note which tasks they completed independently, where they needed a hint, and what should be revisited. Use those observations to adjust the next lesson. Avoid turning an AI-generated score into the only account of progress.
If you charge for tutoring, be clear about how AI assists preparation and what you personally provide. A generated worksheet does not establish subject expertise, and software subscriptions do not guarantee an income. Check materials for accuracy and permission to use before selling or distributing them.
Start with one short sheet from one session. If it saves preparation time while giving you a clearer view of the learner’s understanding, keep the useful parts. The value lies in better teaching decisions and worthwhile practice, with AI doing the organizing work you can safely check.
Related reading: How to Judge an AI Learning Platform.
Featured photograph: Kelly Sikkema via Unsplash. Illustrative notebook photograph.
Updated September 25, 2026. This AI-assisted article draws on the linked sources. Hypothetical examples are labeled as illustrative. It is for general information; see our disclaimer.
