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Artificial Intelligence (AI) technology is continually booming, and its impact in various fields is increasingly significant. As the core of modern science and technology, the field of integrated circuits is also undergoing profound changes driven by AI technology. This survey paper aims to explore the impact of AI technology on the development of integrated circuits. We will introduce the basics of AI technology and highlight its successful applications in image recognition, natural language processing, and other fields. At the same time, we will review the historical evolution of Integrated Circuits (IC) and the applications of chips with different levels of integration. Special attention is paid to the application of AI in manufacturing, design and fault detection, and the positive effects it brings are analyzed. Finally, we discuss the challenges faced by AI technologies in the IC sector and highlight the importance of standardization and cross-border cooperation to achieve closer integration. The results show that rational application of AI technologies and the cultivation of cross-domain talent will lead the development of IC to a higher level.
Xudong Zhao (Fri,) studied this question.