The evolution of decentralized intelligence is revolutionizing the landscape of artificial learning. This paradigm shift focuses on multi-agent AI, where independent agents interact to accomplish complex tasks. Unlike centralized AI, which relies on a single powerful system, decentralized intelligence decouples decision-making power across a networ