Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution
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arXiv
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| Autores principales: | , , , |
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| Formato: | Preprint |
| Publicado: |
2025
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| Acceso en línea: | |
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| _version_ | 1866912580520378368 |
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| author | Yin, Xingkun You, Feiran Du, Hongyang Huang, Kaibin |
| author_facet | Yin, Xingkun You, Feiran Du, Hongyang Huang, Kaibin |
| contents | We introduce ubiquitous intelligence as a paradigm where Large Language Models (LLMs) evolve within wireless network-driven ecosystems. Unlike static model deployments, this approach enables scalable and continuous intelligence ascension through coordination between networks and LLMs. Wireless networks support system-orchestrated lifelong learning, while LLMs drive the next-generation network development that is more adaptive and responsive. This co-evolution highlights a shift toward self-improving systems, sustaining capability growth across diverse and resource-constrained environments. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_08400 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution Yin, Xingkun You, Feiran Du, Hongyang Huang, Kaibin Networking and Internet Architecture We introduce ubiquitous intelligence as a paradigm where Large Language Models (LLMs) evolve within wireless network-driven ecosystems. Unlike static model deployments, this approach enables scalable and continuous intelligence ascension through coordination between networks and LLMs. Wireless networks support system-orchestrated lifelong learning, while LLMs drive the next-generation network development that is more adaptive and responsive. This co-evolution highlights a shift toward self-improving systems, sustaining capability growth across diverse and resource-constrained environments. |
| title | Ubiquitous Intelligence Via Wireless Network-Driven LLMs Evolution |
| topic | Networking and Internet Architecture |
| url | https://arxiv.org/abs/2509.08400 |