1、 All contents within this document are proprietary to AsiaInfo Technologies and may not be reproduced,distributed,or utilized in any form without prior authorization.1 This report integrates the business needs of high-value scenarios in Autonomous Networks and evaluates the technical capabilities of

2、 DeepSeek and several typical large models from multiple dimensions such as semantic parsing,intent recognition,and reasoning ability.This is the first evaluation report focusing on the empowerment of large models in the field of Autonomous Networks.It aims to provide scientific basis and technical

3、references for the advanced evolution of Autonomous Networks to L4/L5,and to promote the intelligent transformation and sustainable development of the communication industry.Test Report-DeepSeek Empowers the Advanced Evolution of Autonomous Networks All contents within this document are proprietary

4、to AsiaInfo Technologies and may not be reproduced,distributed,or utilized in any form without prior authorization.2 Authors AsiaInfo Technologies(China)Ltd.Zhiqi Li,Xianlei Yang,Lei Zhang,Xiaozhou Ye,Dajiang Du,Zhigang Wang,Guanghui Zhang,Hehe Chen,Xinjian Li,Yang Bai,Yue Zhang,Yan Lu,Duozhi Zhu,Ye

5、 Ouyang Institute for AI Industry Research,Tsinghua University Yunxin Liu,Xianyuan Zhan,Yuanchun Li,Yuanzhe Li,Weijun Wang,Ce Zhang,Xiangyu Zhu,Jichao Leng Citation of this evaluation report:Test Report-DeepSeek Empowers the Advanced Evolution of Autonomous Networks,Ye Ouyang,Yunxin Liu,et al,2025.2

6、.All contents within this document are proprietary to AsiaInfo Technologies and may not be reproduced,distributed,or utilized in any form without prior authorization.3 Content 1.Introduction to DeepSeek.5 2.Advancing AN Evolution Towards L4.6 3.Testing Objective.6 4.Product Portfolio of AN Evo.6 5.T