Blog
- From 5% to 78%: How We Built a Neural Network That Learned to Play Catan
How we trained a 129k-parameter neural network to play Catan, from a 5% win rate to 78% across 60 experiments and three rewrites.
- Catan Strategy Guide: How to Win at Settlers of Catan (2026)
Learn proven Catan strategies for beginners and advanced players. Covers opening placement, resource balance, trading psychology, robber use, and how to close out wins.
- How to Play Settlers of Catan -- Complete Beginner's Guide (2026)
Learn how to play Settlers of Catan step by step. We cover setup, turn order, resources, trading, development cards, and tips to win your first game.