Multi-agent systems offer a compelling pathway to disrupt AI by sharing intelligence across numerous agents. This model contrasts with traditional centralized AI, where a single model processes data. In multi-agent systems, autonomous agents interact to achieve common goals, leveraging the insights of the aggregate intelligence. This fragmentation