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Group 1 - The core viewpoint emphasizes the importance of application scenarios in the commercialization of new technologies and products, highlighting their role as both a "driving force" and "incubator" for innovation [1] - Application scenarios serve as a "testing ground" for technology iteration, revealing pain points that guide technological innovation and provide continuous improvement motivation [1] - The market acceptance of new technologies and products is ultimately validated through application scenarios, which help businesses capture user needs and optimize product functions and business models [1] Group 2 - The transition of technological achievements to application scenarios faces significant challenges, with a notable disconnect between supply and demand, leading to a situation where many quality technological results remain unused in laboratories [2] - There is a lack of deep understanding of actual industry needs among many research institutions, resulting in a mismatch between research outcomes and market scenarios [2] - The imbalance between "hardware" and "software" in scenario cultivation is evident, with some regions focusing solely on infrastructure while neglecting regulatory and policy support [2] Group 3 - A "precise layout" strategy is proposed to address the supply-demand mismatch, aiming to create a multi-layered and diversified scenario layout system that anticipates industry development and major technological needs [3] - The establishment of new infrastructure, such as 5G networks and industrial internet, is crucial for providing a solid technical foundation for scenario implementation [3] - A comprehensive regulatory and policy framework is needed to facilitate resource sharing and support for high-value scenario projects, encouraging social capital participation in innovation [3]