🔬
🔬 How it works

How AI Works — In Plain Words

What happens inside ChatGPT, Claude and DeepSeek when you send them a message. We take apart a real — but tiny — language model: tokens, weights, attention, training, temperature, hallucinations — with real numbers, no formulas, no code. After this course you understand AI better than most people who use it.

What you'll build
🎯One game that explains everything
🎛Weights, attention, temperature — no formulas
🧪Why hallucinations happen
🗣Talk about AI confidently in any interview
📘 5 lessons≈ one evening🎓 For beginners
🎯 Mission
Understand how AI works inside
+100XP
🏆CertificatePDF
🧠From the tiny model to ChatGPT
Progress0 / 5 · 0%
Next up: One game: guess the next letter

Course program

  1. 01

    One game: guess the next letter

    What an LLM really doesTokensTraining vs hidden pages⚡ +10
    ▶ Now
  2. 02

    The player: 826,433 knobs

    WeightsEmbeddingsAttentionLayersThe probability pie⚡ +10
    Open
  3. 03

    Training: guess, get surprised, adjust

    LossBackpropagationLearning rateOverfitting⚡ +10
    Open
  4. 04

    How the model writes: the die and the temperature

    Generating letter by letterWhy answers differTemperatureSeed⚡ +10
    Open
  5. 05

    How ChatGPT differs from the tiny model

    ScalePost-trainingHallucinationsContextOpen weights
    From the tiny model to ChatGPT
    Open