Multi-agent architectures offer a compelling pathway to empower AI by distributing intelligence across numerous entities. This model contrasts with traditional centralized AI, where a single model processes data. In multi-agent systems, decentralized agents communicate to achieve collective goals, leveraging the wisdom of the combined intelligence.