Use AI for a hint, then solve a new problem without it.

Separate finishing today’s exercise from being able to solve the next one. Try one hint, your own step and an independent follow-up.

Ask for the next useful hint rather than a complete worked answer when the goal is practice. Our proposed sequence is: attempt the problem, request one hint, explain your next step, then close the aid and solve a different example.

A small practice sequence

Here is an original algebra example: 3x + 5 = 20. A first hint can ask what operation removes +5 from both sides. Your next line is 3x = 15, so x = 5. Substitute it into the original equation to check that 20 = 20.

Change the question before checking yourself

Then solve 4x + 3 = 19 without looking at the earlier steps. The answer is x = 4 because 4 × 4 + 3 = 19. Explain why the same operations work. Completing this one example is a check of that example, not a measure of long-term learning.

Why distinguish help from learning?

A 2025 high-school mathematics experiment compared two AI tutor designs and assessed both assisted practice and later unassisted work. Its findings show why those outcomes should be separated. It is evidence from that setting, not a verdict that every AI study tool helps or harms every learner.

Keep the aid’s role explicit

A possible request is: “Ask me one question about my next step. Do not give the final answer yet.” Review the hint against your course materials and follow your teacher’s rules. This workflow is our suggestion; it does not reproduce the study’s tutor or guarantee its outcomes.

Published October 14, 2026. The cited study was published in 2025; its correction concerns an author affiliation. Example algebra was checked independently. No AI tutor or learning outcome was tested here.

Sources: PNAS 2025 · learning study · PNAS · affiliation correction.