The landscape of artificial intelligence experiencing a profound transformation, driven by the emergence of decentralized intelligence. This paradigm shift involves the deployment of multiple AI agents that collaborate autonomously to solve complex problems. Unlike traditional centralized AI systems, where a single centralized entity manages all pr