Multi-agent architectures offer a compelling pathway to disrupt AI by distributing intelligence across numerous components. This approach contrasts with traditional centralized AI, where a unified model processes data. In multi-agent systems, decentralized agents interact to achieve collective goals, leveraging the knowledge of the aggregate intell