Multi-agent systems offer a compelling pathway to disrupt AI by sharing intelligence across numerous components. This paradigm contrasts with traditional centralized AI, where a single model interprets data. In multi-agent systems, autonomous agents communicate to achieve collective goals, exploiting the insights of the aggregate intelligence. This