The Web3 AI underlying protocol, KIP Protocol, recently launched Superior AI Agents. Superior AI Agents is an artificial intelligence framework capable of autonomous learning. Unlike traditional AI that relies on static data and manual settings, Superior Agents can dynamically evolve and learn to optimize decisions in real-world environments without human intervention. This framework breaks through the traditional machine learning paradigm, transforming AI from a passive tool into a self-optimizing intelligent entity. The KIP Protocol team has been conducting related research at the National University of Singapore since 2020, breaking the traditional machine learning paradigm and proving that AI can test its own theories in real-world environments rather than relying solely on human data memory.