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