The evolution of decentralized intelligence is disrupting the landscape of artificial intelligence. This paradigm shift centers on multi-agent AI, where independent agents collaborate to achieve complex tasks. Unlike centralized AI, which relies on a single powerful system, decentralized intelligence spreads decision-making power across a network o