Multi-agent architectures offer a compelling pathway to democratize AI by delegating intelligence across numerous components. This approach contrasts with traditional centralized AI, where a central model processes data. In multi-agent systems, autonomous agents collaborate to achieve common goals, harnessing the insights of the total intelligence.