Three Sigma is an automatic market maker for Polymarket that uses machine learning to optimize bid-ask spreads and position management. The system continuously monitors market conditions, predicts optimal spread pricing, and automatically places and adjusts limit orders to maximize profit while managing inventory risk. It acts as a liquidity provider, improving spreads and market depth for traders.