Multi-agent systems offer a compelling pathway to democratize AI by sharing intelligence across numerous entities. This paradigm contrasts with traditional centralized AI, where a unified model interprets data. In multi-agent systems, autonomous agents collaborate to achieve shared goals, exploiting the insights of the total intelligence. This dist