Bluwhale is a decentralized AI personalization protocol designed to return control of data, identity, and intelligence to users. It transforms user-generated information into shared knowledge graphs, enabling dApps and AI agents to deliver personalized experiences without centralized data silos. Through verifiable identity layers, zero-knowledge privacy, and user-owned profiles, Bluwhale creates a network where individuals control access to their data and earn value from participation.