Multi-agent systems offer a compelling pathway to democratize AI by delegating intelligence across numerous entities. This approach contrasts with traditional centralized AI, where a single model interprets data. In multi-agent systems, autonomous agents interact to achieve common goals, exploiting the insights of the total intelligence. This distr