The evolution of decentralized intelligence is transforming the landscape of artificial learning. This paradigm shift focuses on multi-agent AI, where self-governing agents communicate to accomplish complex goals. Unlike centralized AI, which relies on a single powerful system, decentralized intelligence distributes decision-making power across a n