Learn Something New with AI (So It Actually Sticks)

Understand cash flow before a budget meeting, and prove it with a quiz.

Level 1 · Chat Free · 30 minutes · Updated Oct 31, 2026

AI can explain almost anything in plain English, at your pace, at 11pm, without making you feel slow. That makes it a great teacher, with one catch: it’s so good at giving answers that it’s easy to feel you’ve learned something when you’ve only read about it. In the next 30 minutes you’ll learn one work topic properly, with AI asking you questions rather than only answering them, and end with a short cheat sheet in your own words.

Remember the intern: smart, fast, first day on the job. If you ask them to do your homework, they will, cheerfully, and you’ll learn nothing. Today you’ll ask them to be a patient tutor instead: explain, then quiz you, then let you explain it back.

What you’ll get

What you need

• Claude, any plan. We’ll use its Learning style, which makes Claude guide you with questions instead of handing over answers. Other tools have similar modes; see the end.
• A topic you need for work. We’ll use this one throughout: cash flow, because you have a budget meeting next week and you don’t want to nod along without understanding.
• One trusted source on the topic for checking: a textbook, your company’s finance team, or an official guide.

The three rules

Part 1: Learn one topic properly (30 minutes)

Step 1. Write down what you know and why you need it (3 minutes)

On paper: what you think the topic means (even if it’s vague), what you need to be able to do with it, and by when. For us: “I think cash flow is money in and out. I need to follow a budget discussion next Tuesday and ask one sensible question.”

This is also your before picture. At the end, compare it with your cheat sheet.

Step 2. Switch on the Learning style and brief it (4 minutes)

Open a new chat in Claude. Below the message box, open the tools menu, choose Use style, then Learning. Then paste:

I want to learn about cash flow.
What I know: I think it means money coming in and going out, but I'm not sure how it differs from profit.
Why: I have a budget meeting next Tuesday and want to follow the discussion and ask one good question.
My background: office job, no finance training.
Please teach me step by step, with examples from an ordinary company, and check my understanding as we go.

Step 3. Get the explanation, then explain it back (6 minutes)

Let it explain the first idea. Then, before moving on, write back in your own words:

Let me try to explain it back: [your explanation in 2-3 sentences]. What did I get wrong or leave out?

This feels slow. It’s also the part that does the learning.

Step 4. Get quizzed (7 minutes)

Quiz me with 5 questions about what we've covered, one at a time. Make at least two of them about a realistic situation, like a short scenario from a company. Wait for my answer before giving the next question, and explain any mistake.

Answer without scrolling up. Wrong answers are useful: they show you exactly where the gap is.

Step 5. Check two key facts elsewhere (5 minutes)

Pick the two things you’d be most embarrassed to get wrong in the meeting, such as the definition and one example of the difference from profit. Check them in your trusted source. If something doesn’t match, tell Claude: “My source says X. Which is right, and why might they differ?” Sometimes both are right and use different definitions. That’s worth knowing too.

Step 6. Write a cheat sheet in your own words (5 minutes)

Write five lines yourself, without copying from the chat: what it is, how it differs from the thing it’s confused with, one example, one warning sign, and your question for the meeting. Then:

Here's my cheat sheet. Point out anything wrong or misleading, but don't rewrite it for me.
[paste your five lines]

The last line keeps it yours.

Part 2: Keep learning over a few weeks (10 minutes to set up)

One session gets you through a meeting. Coming back to it a few times is what helps it stay. A Project lets Claude pick up where you left off.

1. In Claude’s sidebar, choose Projects, then + New Project. Name it after the topic, e.g. “Learning: finance basics.”
2. Click Set project instructions and paste:

You're my tutor for finance basics. My background: office job, no finance training. My goal: follow budget discussions and ask good questions.
In every session: start with 3 quick review questions on earlier topics, then teach one new idea with an example, then quiz me. Give hints before answers. Keep a list of what I've struggled with and come back to it.

3. Add your cheat sheet from Step 6 to the project’s files.
4. Come back for 15 minutes, two or three times over the next two weeks. Start each chat with: “Next session.”

Why checking matters

There are two things to check when you learn with AI: whether the AI is right, and whether you actually learned anything. The second one is easy to fool yourself about.

• AI can make you feel you learned when you didn’t. In a field experiment with about 1,000 high school math students, those who practiced with a ChatGPT-style assistant did 48% better during practice. But when the AI was taken away for the exam, they scored 17% worse than students who never had it. Most of them had used it to get answers. A second group used a version that gave hints instead of answers; they did much better in practice and about the same as the no-AI group on the exam. Students using AI were also overly optimistic about how much they’d learned (Bastani et al., Wharton, 2025). That’s why this tutorial uses a learning mode, quizzes and explaining back.
• Confident explanations can still be wrong. AI explains everything in the same calm tone, right or wrong. Checking two key facts in a trusted source (Step 5) is a small price for not repeating a mistake in a meeting.

The study was with teenagers learning math, not adults learning for work. But the trap is the same: getting answers feels like progress.

Checklist

Before you rely on what you learned:

• I told the AI what I already knew and why I needed it
• I explained the idea back in my own words at least once
• I answered a quiz without scrolling up, and looked at what I got wrong
• I checked the two most important facts in a trusted source
• My cheat sheet is in my words, and the AI checked it without rewriting it
• I have one good question ready for the meeting

What you just learned

On the surface you learned about cash flow. Underneath, you practiced giving context about yourself (your level and your goal) and checking in both directions: the AI’s facts and your own understanding. You also used a learning mode, which is the AI version of a tutor who won’t just hand you the answers.

The same method works for: getting up to speed in a new job, understanding a contract term or a policy before a meeting, learning a new tool’s basics, preparing for a certification, and practicing a job interview (ask it to play the interviewer, one question at a time, and give feedback on each answer). Change the topic and goal in Step 2; keep “explain it back” and “get quizzed.”

Using a different tool?

The prompts work anywhere. Several tools now have a mode built for learning.

Features and plan names change often. This table was checked in October 2026; the ChatGPT, Gemini and Copilot rows still need checking against their help pages.

Sources

• Without guardrails, generative AI can harm education (Knowledge at Wharton, on Bastani et al., PNAS, 2025)
• Claude’s new learning modes (Tom’s Guide)