ERC 8004 is a proposed Ethereum standard designed to establish reputation, identity, and validation systems for AI agents. It introduces three key registries—Identity, Reputation, and Validation—that enable trustless interactions between agents and the real world, enhancing the potential of AI within blockchain technology.