Fig. 4: Collaboration of intelligence under ubiquitous intelligence.
From: Ubiquitous intelligence via wireless network-driven LLMs evolution

LLMs evolve into adaptive, networked ecosystems integrated with wireless edge environments, enabling scalable, resilient, and continuously improving intelligent services.