The rise of decentralized intelligence is transforming the landscape of artificial knowledge. This paradigm shift centers on multi-agent AI, where independent agents interact to fulfill complex objectives. Unlike centralized AI, which relies on a single powerful system, decentralized intelligence distributes decision-making power across a network o