The emergence of decentralized intelligence is transforming the landscape of artificial intelligence. This paradigm shift pivots on multi-agent AI, where autonomous agents communicate to fulfill complex tasks. Unlike centralized AI, which relies on a single powerful system, decentralized intelligenc