人工智能框架技术趋势研究

作为人工智能开发环节中的基础工具,人工智能框架承担着AI技术生态中操作系统的角色,是AI学术创新与产业商业化的重要载体。随着其重要性的不断突显,人工智能框架已经成为人工智能产业创新的焦点之一,引起了学术界、产业界的高度重视。在此背景下,本文从人工智能框架的概念内涵、价值意义入手,梳理人工智能框架演进历程,总结当前人工智能框架技术体系,最后研判得出人工智能框架技术发展的“四泛”趋势,即泛开发、泛设备、泛场景、泛工程。

Research on the Trend of AI Framework Technology

As a basic tool in AI development, AI framework plays the role of operating system in AI technology ecology and is an important carrier for AI academic innovation and industrial commercialization. With the importance increasing, AI framework has become one of the focuses of AI industry innovation, which has attracted the attention of academia and industry. Under this background, this paper starts from the concept connotation and value significance of AI framework, summarizes the current AI framework technology system by combing the evolution process of AI framework, and concludes four trends of AI framework technology development in the end.