Core Insights - The article emphasizes the importance of providing application scenarios to enhance the transformation efficiency of technological innovations [1][5] - It highlights the role of application scenarios as a bridge between technology and industry, facilitating the commercialization of new technologies [1][4] Group 1: Application Scenarios - The implementation of a full-space intelligent perception inspection system in Hefei's subway demonstrates how technology can solve real-world problems when paired with appropriate application scenarios [1] - The concept of "giving scenarios" is crucial for matching supply and demand, ensuring that new technologies find suitable applications and that real-world needs are met with innovative products [2][4] Group 2: Mechanisms and Innovations - Some cities are exploring a dual-list mechanism of "capability list" and "opportunity list" to promote the matching of innovative technologies with industry needs [2] - The article discusses the need for systemic connections that create a complete loop from technological breakthroughs to industrial applications, emphasizing that providing scenarios is more effective than merely offering financial or spatial resources [4] Group 3: Future Prospects - China's vast market and diverse application scenarios are seen as advantages for global companies, shifting their strategies from "in China for China" to "in China for the world" [5] - The government's recent initiatives to enhance application scenario development and openness are expected to foster the growth of new technologies and products, driving economic growth [5]