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TwiddleLab / Artificial Intelligence / AI and Us: Using AI Well

Where AI Already Is

Lesson 1 of 10 · 5 min · Free, no account needed

What you will learn

  • Most AI has no chat box. It hides inside apps and makes predictions: is this your face, what will you watch, which word comes next.
  • The test: does it guess from patterns it learned from data? Then it is AI. A fixed rule, like a calculator or a timer, is not.
  • Every prediction also leaves a data trail. Some stays on your device, a lot goes to the company, and it shapes the next prediction.

Start the lesson

How the lesson goes

  1. A normal Tuesday for Maya, 15. In how many of these 10 moments does an AI decide something?

    She never opened a chatbot today. Make a bet with the marker, then Check.

  2. Find the AI. Tap every moment where a machine makes a prediction.

    Ask of each one: is it guessing from patterns, or following a fixed rule?

    A prediction is a guess from patterns in data: whose face, which video, which word. The alarm, the calculator and the microwave never guess. They do exactly what they were set to do.

  3. AI or a fixed rule? Sort 8 more gadgets.

    Drag each one into a lane. A fixed rule gives the same result to the same input every time.

    AI handles messy inputs no one can write exact rules for: voices, photos, tastes. Fixed rules handle exact inputs: a button, a coin, a sum.

  4. What the seven have in common.

    Each AI moment makes a prediction: a guess about something it can't know for sure. Is this her face? Will she watch this?

    The guess comes from a model that learned patterns from lots of examples, like the spam filter you trained in the first course.

    A fixed rule gives the same answer to the same input and learns nothing. A calculator is not AI.

  5. Every prediction leaves something behind.

    Press Play to run Maya's day again. Watch where the data from each AI moment goes.

  6. Speed round: AI or rule?

    Send each card left or right. Get 8 right before you lose 3 hearts.

  7. Now your day. Tap every moment that's part of your normal day.

    Check builds your card. The ones with AI inside light up.

Next lesson: Bias: Whose Data? · Part of the course: AI and Us: Using AI Well

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