How do I use AI to help me learn without it doing the thinking for me?

The rule that settles almost every case: use it to increase the effort you put into thinking, never to remove the effort. Learning happens through retrieval and struggle, so any use that skips the struggle skips the learning — even when the output is excellent. The concrete distinction: **Builds capability:** - Attempt the problem yourself first, then ask for feedback on your attempt. This preserves the struggle and adds correction, which is the ideal combination. - Explain a concept to it in your own words and ask it to find the gaps. This is the Feynman technique with a responsive partner and it's the highest-value use available. - Ask for practice questions from your material, answer them cold, then check. - Ask 'why' repeatedly. 'Why does this work?' 'What would break if I changed this?' 'What's the assumption underneath?' - Ask for a hint, not a solution. 'I'm stuck on this — give me the next step only, not the answer.' - Ask it to argue against your understanding, so you have to defend it. **Erodes capability:** - Asking for the answer before attempting. - Accepting code or text you don't fully understand. - Summarising material instead of reading it. The reading was the learning. - Using it to produce work you'll submit as your own understanding. The psychological trap worth naming, because it's the actual mechanism of your worry: fluent explanations produce a strong feeling of understanding. You read a clear answer, it makes sense, and your brain files it as 'known'. But recognition is not recall — you'll discover the gap when you face a blank page. This is the same illusion that makes re-reading notes feel productive while producing almost no retention, and AI intensifies it because the explanations are unusually clear. The test that cuts through it: close the tab and explain it, or solve a variant, without looking. If you can't, you didn't learn it — you watched someone else know it. Do this check regularly and it recalibrates your sense of what you actually have. One practical structure: a hard rule of attempting for a fixed period (20 minutes, say) before asking anything. Then ask for a hint. Then, only after solving it, ask for a better approach than yours. You get the benefit of a tutor without losing the struggle that does the work. This single rule is the difference between people whose ability compounds with these tools and people whose ability quietly hollows out.