Multi-agent frameworks offer a compelling pathway to disrupt AI by sharing intelligence across numerous components. This model contrasts with traditional centralized AI, where a central model analyzes data. In multi-agent systems, independent agents interact to achieve collective goals, leveraging the knowledge of the aggregate intelligence. This d