Multi-agent architectures offer a compelling pathway to disrupt AI by distributing intelligence across numerous entities. This paradigm contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, decentralized agents communicate to achieve shared goals, exploiting the knowledge AI agents of the combined i