This white paper discusses the role of large-scale AI in the telecommunications industry, with a specific focus on the potential of generative AI to revolutionize network functions and user experiences, especially in the context of 6G systems. It highlights the development and deployment of Large Telecom Models (LTMs), which are tailored AI models designed to address the complex challenges faced by modern telecom networks. The paper covers a wide range of topics, from the architecture and deployment strategies of LTMs to their applications in network management, resource allocation, and optimization. It also explores the regulatory, ethical, and standardization considerations for LTMs, offering insights into their future integration into telecom infrastructure. The goal is to provide a comprehensive roadmap for the adoption of LTMs to enhance scalability, performance, and user-centric innovation in telecom networks.
翻译:本白皮书探讨了大规模人工智能在电信行业中的作用,特别聚焦于生成式人工智能在革新网络功能与用户体验方面的潜力,尤其是在6G系统背景下。文章重点阐述了大型电信模型(LTMs)的开发与部署,这些定制化的人工智能模型旨在应对现代电信网络所面临的复杂挑战。本文涵盖广泛主题,从LTMs的架构与部署策略,到其在网络管理、资源分配与优化中的应用。同时,文章探讨了LTMs在监管、伦理与标准化方面的考量,并对其未来融入电信基础设施的前景提供了见解。目标是为采用LTMs提供全面的路线图,以提升电信网络的可扩展性、性能及以用户为中心的创新能力。