The evolution of decentralized intelligence is revolutionizing the landscape of artificial intelligence. This paradigm shift pivots on multi-agent AI, where independent agents communicate to fulfill complex goals. Unlike centralized AI, which relies on a single powerful system, decentralized intelligence decouples decision-making power across a net