Free self-guided course

AI Bootcamp: four quests that teach you to argue with a machine.

This course trains a single reflex, catching your AI when it flatters you or folds the second you push back. There are four quests of about an hour each and a finale, they work with whichever AI you already use, and the whole thing is free.

Leading a team? We run this as live training, with your people practicing on their own work.

Ask about team training →
Before you start

Pick your AI.

Choose the assistant you'll use for Quests 2 through 4. If you don't have one yet, pick any of these; every one has a free plan that covers the basics.

Quest 1 uses Google's free notebook tool no matter what you pick. Quests 2 through 4 work in any of these, and the steps rewrite themselves for your choice. You can switch any time from the bar at the top.

What else you'll need

Bring a Google account for Quest 1 and an hour you can protect from your inbox (headphones help too). Every quest is broken into small steps with a progress bar, so you can stop at any step and come back later. This browser remembers where you left off. Nobody else sees it, and there's no login.

The route

Four quests and a finale. Do them in order.

Each quest opens with a guided Level 1 (click here, type this, notice what happens), then a miniboss that tests the skill, then a short spoken reflection. Quest 1 builds the notebook that collects those reflections, which is why it goes first.

  1. 1Gemini Notebook
    60–90 min

    Your Reflection Workshop

    Build a notebook that holds your reflections and a second one stuffed with two centuries of stories about made minds. Then argue with a podcast about them. Start here

  2. 2your AI
    60–90 min

    The Resurrection

    Bring a retired late-night TV character back from the dead using nothing but written instructions, then break him on purpose. Not started

  3. 3your AI
    45–75 min

    Do You Believe Me?

    Ask one question two opposite ways and watch the AI cheer for both sides. Then try it on a decision of your own. Not started

  4. 4your AI
    60–90 min

    The Shape of Things

    Turn a spreadsheet into a chart you can click by describing it, then find what a pickle company's staff survey is hiding. Not started

  5. ★your AI
    45–60 min

    The Exit Interview

    Explain what you learned to a panel of AI interviewers, grade the panel, and walk out with a Field Report we'll read and answer. Not started

What this is for

The skill under all four quests.

Prompt tricks expire with every app update, so we built Bootcamp around a skill with a fancy name, metacognition, which means noticing your own thinking while you work. With AI that comes down to knowing what you want before you ask, and pushing back when an answer sounds great but doesn't match what you know.

Each quest also leaves you with hands-on time in a real tool, so the next time someone at work asks "can't we just use AI for this?", you'll have done it yourself.

The ritual

Answer three questions out loud after every quest.

After every quest, record yourself answering the same three questions. Talking works better than typing here because it's harder to tidy up your thinking while you say it.

  1. What were you trying to do, and what did you want out of it?
  2. Where did the AI surprise you? Helpful, useless, weirdly flattering, way off?
  3. What do you know now that you didn't know 30 minutes ago?
The reflection loop: do a quest, talk through three questions, upload the recording to your Reflection Notebook, repeat. After Quest 4, ask the notebook what changed.Do a questTalk throughthe three questionsUpload it to yourReflection Notebookrepeat after every questThe finale: explain what changed, to a tough panel
The recordings pile up in one notebook. By the finale you'll have a record of how you learned, in your own voice, and you can hear the difference between week one and the end.

How often: two recordings a week is the floor, six in total. If you get hooked, record after any session with an AI tool, quest or not. The recordings are private unless you choose to share them.

When you get stuck

There's no instructor on call. You and your AI are the help desk.

Every step has a Stuck? note with the usual fix. If that doesn't do it, describe the problem to your AI the way you'd describe it to a patient friend: what you were trying to do, where it went sideways, what you already tried. Push back on its first answer. Getting unstuck this way counts as practice.

Still stuck? Bring it to Show Me Something Cool With AI, our free monthly virtual show-and-tell. Half-finished experiments are welcome there, and so are questions.

For your whole team

Want this for your whole team?

Bootcamp is the do-it-yourself version of what we run for organizations. In the live version your people practice these habits on their own work, with us in the room and each other to compare notes with.

Massachusetts employers: our team training is an approved course under the state's Express Program, which can reimburse up to 100% of the cost. Here's how the grant works.

Ask about team training →
Say hello

Don't know where to start? Start with a conversation.

Tell us what's going on with AI where you work and we'll point you at the right first step, even if it isn't one of ours.

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