> 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.
Gomoku (AlphaGo Era)
AlphaGo changed board game AI forever in 2016. Play Gomoku against the same search algorithms that made it possible — three difficulty levels: Random, Heuristic, and Minimax.