The emergence of decentralized intelligence is disrupting the landscape of artificial knowledge. This paradigm shift pivots on multi-agent AI, where independent agents collaborate to fulfill complex goals. Unlike centralized AI, which relies on a single powerful core, decentralized intelligence distributes decision-making power across a network of