Learn by doing

Make the theory tangible.

Five interactive ways to explore learning systems. Start with a short story about improvement, try a simulation, or experiment with a neural network.

About 5 minutes

The Proof Gate

Decide when a self-improving machine has earned the right to change.

Phone, tablet, or desktop

Explore The Proof Gate

90-second introduction, then explore

Helix Garden

Run an improvement loop around a population of learning creatures.

Best on a tablet or desktop

Explore Helix Garden

Explore at your own pace

The Perceptron Game

Set weights by hand and watch a single perceptron fit data.

Desktop with WebGL · download about 5 MB

Explore The Perceptron Game

Explore at your own pace

The Autoencoder Game

Watch an encoder and decoder learn a compressed representation.

Desktop with WebGL · download about 5 MB

Explore The Autoencoder Game