Multi-agent systems offer a compelling pathway to empower AI by distributing intelligence across numerous agents. This model contrasts with traditional centralized AI, where a central model interprets data. In multi-agent systems, autonomous agents collaborate to achieve common goals, exploiting the wisdom of the combined intelligence. This distrib