The emergence of decentralized intelligence is revolutionizing the landscape of artificial intelligence. This paradigm shift centers on multi-agent AI, where autonomous agents collaborate to achieve complex tasks. Unlike centralized AI, which relies on a single powerful entity, decentralized intelligence distributes decision-making power across a n