> AI Lab_
Understand AI by building it yourself
Perceptron
The first learning machine. It can solve AND & OR, but not XOR. This limitation triggered the First AI Winter.
Neural Network
Hidden layers + backpropagation overcome XOR. The technology that ended the AI Winter and proved neural networks work.
Game of Life
Conway's Game of Life. Infinite complexity emerges from 4 simple rules — the same principle behind how AI generates intelligence.
Genetic Algorithm
Darwinian evolution on a computer. Watch a population of dots evolve through mutation, crossover, and natural selection to reach a target.
Markov Chain Text Generator
Text generation before GPT. Feed in text and watch statistical patterns generate new text. N-gram order controls creativity.
Minimax — Tic-Tac-Toe
AI thinking made visible. Play Tic-Tac-Toe against the Minimax algorithm and watch in real-time how it evaluates every move. Toggle Alpha-Beta pruning to see how many fewer nodes get evaluated.