The paradigm of artificial intelligence is evolving toward a decentralized future. This AI Agents emergent landscape embraces the concept of agentic AI, where intelligent agents operate autonomously and collaboratively within distributed networks. These agents, equipped with self-learning capabilities along with a clear set of objectives, are able