There's a tool you've been meaning to learn. Maybe it's pivot tables. Maybe it's the CRM your company pays for, or the accounting software you click around in and quietly hope for the best.
You've tried before. You searched for a tutorial, found a 40 minute video aimed at someone who already knows more than you do, watched six minutes, and closed the tab.
That's not a discipline problem. Generic tutorials are built for a generic person, and that person isn't you. They use a sample spreadsheet instead of yours, explain the parts you already understand, and breeze past the one place you're actually stuck. Worst of all, you can't raise your hand.
This week: how to get a patient tutor that teaches at your level, on your real work, and lets you interrupt as many times as you need.
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🗞️ THIS WEEK IN AI
1. Anthropic is giving teachers a free year of premium Claude
On July 14, Anthropic launched Claude for Teachers, giving verified US K-12 educators free premium access. It comes with teaching tools mapped to academic standards in all 50 states, and educators can sign up through June 30, 2027.
Why this matters: If you or someone in your house teaches, that's a paid plan for free. It's also a signal worth noticing: the major AI companies are now competing on how well their tools teach, not just how fast they answer.
2. NotebookLM is now Gemini Notebook
Google renamed NotebookLM to Gemini Notebook on July 16. It's the same product. Nothing to migrate, no new tool to learn, and your old links still work. The upgrade is that it can now run calculations against the material you upload instead of only summarizing it.
Why this matters: This is the tool you point at your own documents. A software manual, a benefits packet, a dense report. More on why that's useful for learning below.
3. Canva made its app builder free for everyone
Canva Code 2.0 went out to all users on July 14, including free accounts. You describe what you want in plain English and it builds a working landing page, calculator, quiz, or small interactive tool that you can then edit like any Canva design.
Why this matters: If you want to understand what AI can actually build for you, reading about it won't get you there. Building one small real thing in an afternoon will, and this now costs nothing to try.
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🛠️ THIS WEEK'S TRICK
Turn the Thing You Keep Avoiding Into a 20 Minute Lesson
The problem with tutorials is that they teach a topic. You don't need a topic. You need to finish one specific task on one specific file, and understand it well enough to do it again next month.
Step 1: Name the task, not the topic
"I want to learn Excel" gives you a useless lesson. "I want a pivot table showing revenue by client by month" gives you a lesson you can finish today. Be that specific before you open a chat.
Step 2: Run the tutor prompt
Paste this into ChatGPT or Claude:
I want to learn how to [the specific task, e.g. build a pivot table showing revenue by client by month].
About me:
- My level with [tool or skill]: [total beginner / I know the basics / I know the tool but not this part]
- What I'm actually working on: [describe your real file, account, or project]
- Why I need it: [the outcome you're after]
Teach me. Do not do it for me. Rules:
1. Give me one step at a time, then wait for me to say I've done it
2. Use my real example above, not a generic one
3. Skip anything I said I already know
4. After each step, tell me in one sentence why that step exists
5. If I say "I'm lost," back up and explain it a different way
Start with step 1.
Step 3: Do it on the real file, not a practice one
Here's where most people lose the benefit. It's tempting to read the whole answer, nod along, and feel like you learned something. You didn't. Keep the actual software open beside the chat and do each step as it arrives.
What this works best for:
Software your company already pays for that you only half use
The one feature you always work around instead of learning
Anything you've closed a tutorial video on more than once
Limitation: AI can be confidently wrong about menu names and button locations, especially in tools that redesign often. When what's on your screen doesn't match what it said, describe what you actually see. It will correct course, and you'll get there faster than searching for a newer video.
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🔧 TOOL OF THE WEEK
Gemini Notebook (https://notebooklm.google.com)
Gemini Notebook (the tool renamed from NotebookLM this week) lets you upload your own material and then ask questions about it. A software manual, a policy document, a training deck, a 60 page report. It answers using only what you gave it, and cites the exact section it pulled from.
The trick above teaches you a task. This teaches you a document, which is the other half of most learning at work. Nobody reads the 60 page manual, but everybody needs three answers out of it.
Price: The free tier covers normal personal use.
Best for: Anyone who has to learn from one specific document instead of from the internet in general.
Worth trying? Yes. Upload the PDF you've been avoiding and ask it the three questions you actually need answered.
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💡 PROMPT OF THE WEEK
Use this a few days after you learn something, when you can feel it starting to slip.
Last week I learned how to [what you learned] in [tool].
Quiz me on it. Rules:
- One question at a time, starting easy and getting harder
- Ask about doing it, not defining it
- After each answer, tell me what I got right and what I missed
- After 5 questions, tell me the one thing I should practice again
Don't give me the answers up front.
Tip: if you can't answer question two, you didn't learn it, you watched it. Go back and do it one more time on a real file.
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👋 THAT'S A WRAP
The reason you haven't learned the thing isn't that you're bad at learning. It's that every lesson you found was built for somebody else. A tutor that knows your level and your actual work removes most of what made it hard in the first place.
This week, pick one thing. The tool you half use, the feature you always work around. Give it 20 minutes with the prompt above, on a real file.
Know someone who's been "getting around to" learning a tool for the last year? Forward this to them. They don't need more discipline. They need a better teacher.
See you next Friday.