In recent years, with the widespread application of artificial intelligence technology, the demand for large-scale and super large-scale artificial intelligence (AI) chips with complex logic is increasing. In order to meet the needs of market applications, how to improve the design efficiency has become an important topic of AI chip design. However, the entire semiconductor ecosystem is changing now. These changes indicate that the way chip manufacturers enter the market and the factors important to them are fundamentally changing. The theory of "demand leads to innovation" holds that patent activities or invention activities, like other economic activities, are basically economic activities that seek profits and are guided and restricted by market demand. Therefore, the market demand affects the innovation of chip design technology.
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