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