The rise of decentralized intelligence is disrupting the landscape of artificial learning. This paradigm shift centers on multi-agent AI, where autonomous agents collaborate to accomplish complex tasks. Unlike centralized AI, which relies on a single powerful entity, decentralized intelligence distributes decision-making power across a network of a