The landscape of artificial intelligence experiencing a profound transformation, driven by the emergence of distributed intelligence. This paradigm shift involves the deployment of numerous AI agents that interact autonomously to tackle intricate challenges. Unlike traditional centralized AI systems, where a single centralized entity controls all p