人工智能基础设施:概念、特征与提升路径OA

[Research purpose]Artificial intelligence infrastructure is the foundation of the development of"AI+",providing software and hardware support for the integration of artificial intelligence and industry.It is of great significance to deeply explore the related issues of artificial intelligence infrastructure.[Research method]The study first proposes the concept and composition of artificial intelligence infrastructure,analyzing its mechanism of action and importance.Continuing with the development practice of Beijing,the status quo characteristics are analyzed from four dimensions:computing power center,algorithm framework,dataset,and platform,and the development challenges in chip,computing power,energy consumption,and application scenarios are pointed out.Finally,it proposes countermeasures and suggestions to strengthen the improvement of artificial intelligence infrastructure in Beijing.[Research conclusion]In the new era,efforts should be made to accelerate the construction of artificial intelligence infrastructure in Beijing,focusing on breakthroughs in the research and development of key digital technologies such as chips,forward-looking layout of urban basic energy systems,and support for basic systems and element systems.This will enhance the level of construction and operation of Beijing's artificial intelligence infrastructure and help promote high-quality economic and social development in the capital.