Multi-agent architectures offer a compelling pathway to disrupt AI by distributing intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a central model interprets data. In multi-agent systems, independent agents collaborate to achieve common goals, harnessing the knowledge of the aggregate intelligen