The realm of artificial intelligence is evolving at a unprecedented pace, with decentralized intelligence emerging as a transformative paradigm. This novel AI approach empowers independent agents to operate collaboratively within distributed networks, collectively fulfilling complex tasks. Unlike centralized AI systems that rely on a single, power