The rise of decentralized intelligence is revolutionizing the landscape of artificial learning. This paradigm shift centers on multi-agent AI, where independent agents interact to fulfill complex tasks. Unlike centralized AI, which relies on a single powerful core, decentralized intelligence spreads decision-making power across a network of agents.