The Significance of Cultivating High-Value Patents in the Development of AI

With the rapid development of generative artificial intelligence (AI) technology, high-value patents play an increasingly important role in protecting innovation, promoting technological progress, and enhancing market competitiveness. This paper aims to explore how to effectively cultivate high-value patents in the field of generative AI and analyze their significance for technological innovation and industrial development. First, we review the basic concepts and current technological status of generative AI, conduct an in-depth analysis of high-value patents, and propose various strategies and methods for cultivating such patents. Through detailed case studies of Transformer architectures, this paper demonstrates the cultivation process and key success factors of these high-value patents. The study shows that high-value patents not only protect innovation outcomes but also promote the widespread application and commercialization of generative AI technology, providing strong support for sustainable technological development.