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