Core Viewpoint - The annual "Machine Industry Technology · Engineering Science Book Golden Gear Award and 2024 Annual Science and Technology Good Book Award Ceremony" was held in Beijing, aiming to recognize outstanding engineering and technology books, promote the development of scientific publishing, and support the construction of a technology-driven nation [1]. Group 1: Award Structure and Selection Process - The "Machine Industry Technology · Engineering Science Book Golden Gear Award" includes five categories: "Outstanding High-end Academic Works Award," "Outstanding Technology Application Works Award," "Classic Engineering Technical Manual Award," "Outstanding Technical Management Books Award," and "Excellent Engineering Popular Science Books Award" [4]. - Candidate books are recommended by top technical experts in various fields and evaluated by a team of scientific publishing experts based on multiple dimensions, including content advancement, practical application value, and writing quality [4]. - The selection for the "Machine Industry Technology · 2024 Annual Science and Technology Good Book" combines online voting and expert review, with 94 candidate books selected from nearly a thousand published in 2024, receiving nearly 100,000 valid votes during the voting period [4]. Group 2: Event Highlights and Expert Insights - The Deputy General Manager of the Machine Industry Press, Ding Cheng, emphasized the importance of the award in promoting scientific publishing and enhancing the authority of engineering technology book evaluations [5]. - Experts from various fields highlighted the significant value of the awarded books in strengthening China's technological capabilities and the role of professional scientific publishing in supporting national development [6]. - A roundtable forum discussed the exploration of diverse talent cultivation paths in the AI era, providing new insights for technological development and talent training [9].