The rise of decentralized intelligence is transforming the landscape of artificial intelligence. This paradigm shift pivots on multi-agent AI, where independent agents communicate to accomplish complex goals. Unlike centralized AI, which relies on a single powerful system, decentralized intelligence distributes decision-making power across a networ