wibbit
How Wibbit works

One lesson loop. A growing catalog. Real progress.

Every lesson follows the same rhythm: a question, a thing to play with, a tiny challenge, a real badge. Here's what's inside.

The lesson loop

Every lesson, the same shape.

Five minutes per step. Fifteen minutes to a badge. Kids self-pace; the loop keeps them oriented.

Hook
A real question, not a definition.
🧪
Experiment
Drag, type, predict, see.
🎯
Challenge
Six questions. Five to pass.
🏅
Badge
Real progress, real reward.
Demo · From “How AI Reads and Speaks”

Predict the next word.

That's all an AI does. Look at what came before, guess what comes next, repeat. The numbers next to each guess are the model's confidence.

Tap a guess to add it. Type your own. See how the suggestions change every step.

Predicting…
What comes next?
🌤️ warm
The cat sat on the windowsill, watching pigeons.
Temperature0.40
🧊 Boring🌤️ Balanced🔥 Wild
Demo · From “How AI Reads and Speaks”

Why does AI sometimes say weird things?

Temperature is a dial. Low temperature: AI plays it safe. High temperature: AI takes chances — sometimes brilliant, sometimes nonsense.

Drag the slider. Hit regenerate. Find out where you like it.

The growing catalog

Two courses today. Three more in development.

Each course is the same five-module shape, applied to a new question about AI. Click any course to see its full lesson list.

📖
Course 1·Available now
How AI Reads and Speaks

Tokens, prediction, training, transformers, and using AI well.

Modules
  1. 1.How AI Reads
  2. 2.The Art of Prediction
  3. 3.Training Day
  4. 4.Inside the Machine
  5. 5.AI in the Wild
5 modules · 28 lessonsTake it →
🧠
Course 2·Available now
How AI Actually Learns

The five tribes of ML, neural networks, and what goes wrong.

Modules
  1. 1.Rules vs. Examples
  2. 2.The Five Tribes of ML
  3. 3.Overfitting
  4. 4.Neural Networks
  5. 5.Failure Modes & Fairness
5 modules · 22 lessonsTake it →
🎨
Course 3·In progress
How AI Sees and Creates

Pixels, vision, generative AI, and what “real” means now.

Modules
  1. 1.A New Way of Seeing
  2. 2.Seeing in Layers
  3. 3.AI the Artist
  4. 4.Words and Pictures Together
  5. 5.Real or Fake?
5 modules · 24 lessonsPreview →
🤖
Course 4·In progress
How AI Acts

Agents, tools, and machines that decide what to do next.

Modules
  1. 1.From Answer to Action
  2. 2.Tool Use
  3. 3.Planning and Reasoning
  4. 4.Building a Tiny Agent
  5. 5.When Agents Go Wrong
5 modules · 26 lessonsPreview →
🌍
Course 5·In progress
AI in Society

Jobs, power, fairness — and what kids get to decide.

Modules
  1. 1.AI at Work
  2. 2.Who Gets to Decide?
  3. 3.Privacy and Power
  4. 4.Misinformation in the Age of AI
  5. 5.Your AI Bill of Rights
5 modules · 24 lessonsPreview →
Browse all courses →

Ready when they are.

Course 1 is free for everyone. No card up front. Take Module 1 in fifteen minutes.

Start free →See plans