Abstract:The development of artificial intelligence (AI) industry is crucial to the digital economy and the entire national economy, but the study on development of China's artificial intelligence chip, especially countermeasures about its application is not enough. By combing and analyzing the development status of China's artificial intelligence chip technology, we can see, after the implementation of policy support, institutional settings, enterprise layout and other measures, China's artificial intelligence chip industry has made great progress, but there are still problems such as weak core technology, complete industry but not strong, unbalanced industrial chain, difficult commercial landing, and large talent gap, and China's artificial intelligence chip industry is facing greater challenges. On this basis, through relevant literature research and expert consultation, countermeasures and suggestions are put forward to promote the development of artificial intelligence chips in China, including strengthening core technology research, establishing a sound industrial chain, increasing investment and policy support to promote landing applications, training and attracting multi-level compound talents and other specific measures.