The rise of decentralized intelligence is revolutionizing the landscape of artificial knowledge. This paradigm shift focuses on multi-agent AI, where autonomous agents interact to achieve complex goals. Unlike centralized AI, which relies on a single powerful core, decentralized intelligence spreads decision-making power across a network of agents.