Define the tutoring behavior

Tell the model your level, the topic, and the kind of help you want. Ask it to wait after each question instead of printing a complete lesson and solution. Small models may still reveal too much, so keep the instruction short and repeat it when necessary.

Use a practice problem you are allowed to work on with assistance. If a course restricts AI use for graded work, follow those rules and practice with a similar original problem instead. The objective is to become able to solve the task yourself, not to produce an answer you cannot explain.

Show your attempt, including uncertainty

Write what you tried and where you became stuck. For a coding exercise, this might be your loop and the output you expected. For a history question, it might be your tentative argument and the source evidence you think supports it.

Ask the tutor to identify the next gap rather than list every weakness. A question such as what changes after one iteration can be more useful than a rewritten program. Keep the exchange focused on one concept until you can apply it.

Example prompt
Act as a practice tutor for [topic] at [level]. Ask one question at a time and wait for my response. Start by examining my attempt. If I get stuck, give a small hint before a stronger one. Do not reveal the complete solution unless I ask. If you are unsure about a factual claim, say so.

Problem and attempt: [text]

Challenge the tutor when the feedback is unclear

A model can incorrectly reject a valid method or praise an incorrect step. Ask it to point to the exact rule or calculation behind its feedback. Compare disputed claims with your course material, a worked example, or another reliable reference.

Do not let a confident tone settle the question. If the explanation changes repeatedly, stop the exchange and check the underlying source. GPT0 cannot guarantee a correct grading decision and does not know your instructor's expectations unless you provide them.

Finish with independent practice

After working through a concept, close the explanation and attempt a slightly different problem. Explain your reasoning in your own words. If you can only repeat the previous answer, request a simpler practice case or revisit the missing concept.

Keep a short note about the mistake you made and the clue that helped. That note is useful for future review and for choosing flashcards or exercises. A productive tutoring session ends with evidence that you can do more independently, not simply with a longer chat history.

About this guide

Original examples are illustrative. This is AI-assisted content maintained for GPT0, not an independent product benchmark. Read our editorial approach.

Try a small task in GPT0

Start with a short prompt. Your device runs the model; WebGPU support and an initial download are required.

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