AI

Toto and the Machine That Learns

A curious explorer. A clever little robot. Questions bigger than either of them.

Meet Pixel and Dr. Ada as Toto discovers how AI learns, what it can create, and why asking questions still matters.

Ages 4–8 · Illustrated adventure
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Book cover: Toto and the Machine That Learns

Explore big questions with Toto

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Pixel making an ice-cream castle for children at the fair.

Imagine

An ice-cream castle starts with a wonderfully unusual request.

Toto asks Pixel for a poem about a smelly sock.

Create

What happens when Toto asks Pixel for a silly poem?

Dr. Ada showing Toto and Pixel pictures of different dogs.

Question

Dr. Ada shows how examples help a machine recognise patterns.

Peek inside

A few pages from the book, with little details to discover together.

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Book preview: Toto meets Pixel at the invention fair.
A fair full of inventions, and one new friend.
Book preview: Pixel’s smelly-sock poem.
Small robot. Very silly poem.
Book preview: Dr. Ada explains learning from examples.
Different dogs. A pattern to discover.

Scroll to turn through the preview.

Toto-style illustration of a mother and child sharing Toto and the Machine That Learns and wondering together.
A story to share. Space to hear their ideas.

Talk about it together

The story doesn’t have to end when you close the book.

Pick one question. Listen, wonder and follow their lead.

What would you ask Pixel to create?

Start with something delightfully imaginary, like a funny poem or an impossible building. Let your child draw or describe their idea. No AI tool is needed.

Ask, “What would you tell Pixel so he could understand your idea?” Help them add one detail, without turning their description into an exercise in perfect instructions.

Make your own version together. Notice the choices your child made and keep their imagination at the centre. The machine is a tool in the story, not the owner of their ideas.

How can examples help a machine learn?

Return to Dr. Ada’s dog pictures. Ask, “What looks different? What do they have in common?” Let your child notice their own details.

Try grouping a few drawings or everyday objects by shape or colour. Then ask what happens when a new example does not fit easily. This is a playful comparison, not a complete model of AI.

Explain simply that AI looks for patterns in examples. Learning patterns is not the same as knowing everything or understanding like a person. “Let’s find out more together” is a useful next step.

Could a clever machine get something wrong?

Invite a guess before answering. Ask, “What could we do if Pixel gave an answer that didn’t seem right?” Welcome questions, including doubts about a confident answer.

Use a low-stakes example you can check together, such as a colour or a count in an illustration. Look at the evidence rather than relying on how certain an answer sounds.

Explain that AI can make mistakes and can invent information. A trusted grown-up can help check with a suitable source. Important decisions should never rest on a machine’s answer alone.

How would you describe an animal nobody has seen?

Have your child draw an imaginary creature, then describe it without showing you. Ask whether they would like you to draw what you imagine.

Compare the drawings kindly. Try, “What helped me picture it? What could you tell me next?” Differences are interesting, not failures.

Connect this to giving a machine a request, while explaining that machines and people work differently. You can explore the whole idea with pencils, without an account or a screen.

What questions would you ask Dr. Ada?

Let your child choose anything they are curious about, even if it seems unrelated to the story. Write down one question or make a picture of it.

Ask, “How might we find an answer?” Model saying “I don’t know” and looking at a source together. Check who created it and whether another trustworthy source agrees.

If you later try an AI tool, a grown-up should choose an age-appropriate service and lead its use. Do not share a child’s name, photos or private information. Curiosity can stay completely offline too.

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Invent a Creature!

AI · Inspired by Toto and the Machine That Learns

  1. Invent a creature and keep it secret.
  2. Describe it using only your words.
  3. Can your grown-up draw what you imagined?

Then, if you want, challenge AI with the same words.

What did it get right? What did it guess?

Pixel beside a colourful drawing of an imaginary animal.

Keep the adventure going

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