Multi-agent architectures offer a compelling pathway to democratize AI by delegating intelligence across numerous agents. This approach contrasts with traditional centralized AI, where a unified model interprets data. In multi-agent systems, autonomous agents interact to achieve collective goals, leveraging the wisdom of the aggregate intelligence.