Numerai is a crowd-sourced AI hedge fund that aggregates predictions from thousands of data scientists around the world to make stock market predictions, rewarding contributors with NMR cryptocurrency based on prediction accuracy. It operates as a metatransparency hedge fund that combines diverse ML models.