Float Protocol provides stability in decentralized finance by using a floating currency, FLOAT, which tracks a basket of digital assets instead of pegging to the dollar. It aims to protect purchasing power and reduce volatility compared to ETH, with a two-token system involving FLOAT and BANK for governance and utility.