Multi-agent architectures offer a compelling pathway to democratize AI by delegating intelligence across numerous components. This paradigm contrasts with traditional centralized AI, where a single model processes data. In multi-agent systems, decentralized agents collaborate to achieve shared goals, exploiting the insights of the total intelligenc