冲咖啡、叠衣服、采摘瓜果、开冰箱……近日，《证券日报》记者走进位于北京市石景山区首钢园的人 形机器人数据训练中心(以下简称"石景山人形机器人数据训练中心")，只见在一个大型训练场内，上百 个数据训练场景正在同步运行，各类机器人正不知疲倦地重复着一系列日常动作。这些应用场景不仅是 实验室里的模拟，更是技术迈向市场的关键一步。机器人需要经历成千上万个小时的物理操作训练，才 能让每一个动作都像人一样灵活自如。 中共中央政治局常委、国务院总理李强1月3日至5日在广东调研时指出，科技的生命在于应用，要进一 步完善产业生态，培育拓展应用场景，探索有效的经营模式，推动机器人、无人机等新技术新产品在扩 大应用中加快迭代升级，更好赋能千行百业、造福千家万户。 当前，机器人、无人机等新兴赛道正迎来政策与资本的双重加持，但资本市场的高度热情与部分技术的 落地速度之间仍存在明显错位。要破解这一困局，首先必须回答一个核心命题：什么是新兴产业真正 的"应用"？如何推动真正满足市场需求的"应用"落地？ 场景： 从技术到价值的"关键一跃" 对于新兴产业而言，应用场景的落地绝非简单的技术演示，而是技术从实验室走向市场、完成商业化闭 环的核心环 ...

Core Viewpoint - The Hong Kong stock market, particularly the technology sector, is experiencing a period of low volatility and correction, yet companies are actively engaging in share buybacks, signaling confidence in future industry developments [1]. Group 1: Market Performance - As of December 16, the Hang Seng Technology Index has declined by 2.3% [1]. - Nearly 260 Hong Kong-listed companies have implemented buybacks this year, totaling approximately 170 billion HKD [1]. Group 2: Company Actions - Major technology firms such as Tencent Holdings, Xiaomi Group, and Kuaishou are among the top companies in terms of buyback amounts, indicating strong corporate confidence in the sector's future [1]. Group 3: Investment Insights - Minsheng Securities maintains a positive outlook on the revaluation of AI in China, suggesting investors focus on platform-based internet companies with computational resources and application capabilities [1]. - The Hang Seng Technology Index consists of the 30 largest stocks related to technology themes, focusing on sectors like semiconductors and robotics, with key companies including Meituan, Tencent Holdings, Alibaba, and SMIC [1]. - The current rolling price-to-earnings ratio of the index is 23 times, which is at the 31.7% percentile since its inception in 2020, indicating potential long-term investment value [1]. Group 4: ETF Performance - The Hang Seng Technology ETF (E Fund, 513010) has seen a net inflow of nearly 3.5 billion CNY over the past month, with a total product size of approximately 26 billion CNY, reflecting good liquidity for investors looking to access core Hong Kong technology companies [2].

Group 1 - The core viewpoint emphasizes the integration of technological innovation and industrial innovation, with a focus on expanding application scenarios and enhancing openness in Zhejiang, Hangzhou [1] - Hangzhou is actively developing application scenarios, leading to the rapid formation of new productive forces, particularly in the electricity sector where robots are being trained for complex tasks [1] - During the "14th Five-Year Plan" period, China experienced a significant boom in artificial intelligence, with over 1,500 industry models released, marking a transition from laboratory experiments to industrial application [1] Group 2 - Beyond the electricity sector, Hangzhou has recently released over 600 application scenarios covering various fields such as social welfare, urban governance, and industrial upgrades [2] - Companies with multiple application scenarios are becoming increasingly attractive to other businesses, as demonstrated by the interest shown in the smart community projects [2] - The "15th Five-Year Plan" period will accelerate the efficient transformation and application of major scientific and technological achievements, providing broader opportunities for new industries [2]

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 technological innovations with market needs, ensuring that new products can find viable applications [1][2] - Cities are exploring mechanisms like "capability lists" and "opportunity lists" to connect innovative technologies with industry demands, promoting deeper integration of technological and industrial innovation [2] Group 2: Innovation Ecosystem - The article discusses the need for a systematic approach to connect various scene resources, fostering an ecosystem that supports innovation and technology application [4] - Hefei's transformation of its old airport into a park for testing new technologies like eVTOL and drones exemplifies the creation of new application scenarios [4] - The government's role in creating a supportive environment for innovation is highlighted, with a focus on providing more market-oriented and precise services to enhance the transformation of technological achievements [4][5] Group 3: Future Directions - 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 "14th Five-Year Plan" emphasizes the need to increase the construction and openness of application scenarios, indicating a clear direction for future development [5] - The article concludes that fostering application scenarios will lead to the emergence of new technologies and products, driving economic growth and high-quality development [5]

Core Viewpoint - The article emphasizes the importance of application scenarios in driving technological innovation and industrial development, highlighting their role as a bridge between technology and market needs [1][2][3]. Group 1: Importance of Application Scenarios - Application scenarios are crucial resources and policy tools that facilitate technological innovation, industrial growth, and economic development [1][2]. - The government traditionally focused on supply-side policies but is now increasingly recognizing the significance of demand-side support for application scenarios, especially in emerging industries [2][3]. - Application scenarios serve as a key link in the transition from technological breakthroughs to industrial applications, enabling new technologies to be tested and optimized in real-world settings [3][4]. Group 2: Economic Value and Market Dynamics - The economic value of new technologies must be validated within application scenarios, as real user feedback is essential for product improvement and market success [4][5]. - The construction of a commercial ecosystem for new technologies relies on the support of application scenarios, which help in scaling production and integrating supply chain resources [5][6]. Group 3: Advantages of China's Application Scenarios - China possesses a rich and large-scale advantage in application scenarios due to its vast population, economic scale, and unified market, which creates significant demand for new technologies [5][6]. - The government plays a pivotal role in developing major application scenarios, particularly in sectors critical to economic and national security [6][7]. Group 4: Policy Recommendations - Effective market mechanisms combined with proactive government policies are essential for nurturing and expanding new productive forces through application scenarios [7][8]. - Government support for application scenarios should be dynamically adjusted based on the maturity of emerging industries, transitioning from high-intensity support in early stages to broader, lower-intensity support as industries mature [8].

Core Insights - Visual China reported a net profit attributable to shareholders of 74.31 million yuan for the first three quarters, reflecting a year-on-year decline of 9.03% due to cyclical adjustments in the advertising industry [1] Group 1: Financial Performance - The company's short-term profit pressure is primarily influenced by the cyclical adjustments in the advertising sector [1] - Despite the short-term challenges, the commercialization of AI-driven creative customization business is accelerating, becoming a new core revenue and profit growth point [1] Group 2: Strategic Transformation - The company is leveraging its vast copyright data barrier, with over 700 million compliant content pieces, to accelerate its strategic transformation towards "AI intelligence + content data + application scenarios" [1] - Investments in hardware chips, generative AI tools, and global financing are aimed at seizing key positions in the multimodal AI ecosystem [1] Group 3: Long-term Outlook - Although short-term performance is under pressure, the long-term growth momentum is clear due to the rapid commercialization of AI business [1] - The company maintains a "buy" rating, indicating confidence in its future performance [1]

Core Insights - The State Council has issued an implementation opinion to accelerate the cultivation and large-scale application of new scenarios, marking a systematic deployment for scenario cultivation and openness [1][2] Group 1: New Fields and New Tracks - The opinion focuses on creating application scenarios in emerging fields such as digital economy, artificial intelligence, all-space unmanned systems, biotechnology, clean energy, and marine development [3] - In the digital economy, support will be provided for innovations like the metaverse, virtual reality, intelligent computing power, and robotics to deepen the integration of the real economy and digital economy [3] - The artificial intelligence sector will see accelerated cultivation of high-value application scenarios to meet the development needs across various fields including technology, industry, consumption, and governance [3] Group 2: Industrial Transformation and Upgrading - The opinion emphasizes the construction of intelligent, green, and digital application scenarios in industries such as manufacturing, transportation, smart logistics, and modern agriculture [4] - Key initiatives include fostering smart factories, zero-carbon parks, and industrial big model applications, as well as developing smart traffic management and vehicle networking [4] - The construction of application scenarios in emergency management, mining safety, smart water conservancy, and construction safety is also highlighted, focusing on enhancing safety production and ecological governance capabilities through technologies like intelligent perception and digital twins [4]

Core Viewpoint - The application scenarios serve as a bridge between technological innovation and industrial development, playing a crucial role in transforming scientific achievements into practical applications, which is essential for high-quality economic growth [1][2]. Group 1: Importance of Application Scenarios - Application scenarios are key to releasing the advantages of China's large-scale market and are vital for the success of major technological breakthroughs [1]. - They act as both a "grinding stone" for technology iteration and a "touchstone" for market validation, helping enterprises capture user needs and optimize product functions [1][2]. Group 2: Challenges in Technology Transfer - There is a significant issue of disconnect between supply and demand, with many research institutions lacking a deep understanding of industrial needs, leading to a mismatch between technological advancements and market applications [2]. - The imbalance in scenario cultivation, where some regions focus excessively on hardware while neglecting necessary regulatory and policy frameworks, hampers effective utilization of public resources [2]. Group 3: Strategic Recommendations - A multi-layered and diversified scenario layout system should be established, focusing on both forward-looking and high-value niche application scenarios to address the pain points of traditional industry transformation [3]. - There is a need for robust infrastructure development alongside improved regulatory frameworks to create a supportive environment for innovation and technology transfer [3].

Core Viewpoint - The article emphasizes that technological breakthroughs do not guarantee industrial success, highlighting the need for effective application scenarios to bridge the gap between technology and industry [1] Group 1: Importance of Application Scenarios - Application scenarios are crucial for connecting technology and industry, facilitating the large-scale commercialization of new technologies and products [1] - The recent State Council meeting outlined measures to accelerate the cultivation and large-scale application of new scenarios, recognizing them as a vital market resource [1][2] Group 2: Three Types of Priority Scenarios - The meeting identified three priority types of scenarios for development: 1. New fields and new tracks, focusing on future industrial competition in areas like AI and quantum technology [2] 2. High-value small-cut scenarios, which target specific high-value markets with a pragmatic approach [2] 3. Cross-regional and cross-field comprehensive scenarios, which aim to create integrated solutions that break down regional and industry barriers [2][3] Group 3: Key Steps for Industrial Application - The meeting outlined several key steps to form a complete closed loop from technological breakthroughs to industrial applications, including the opening of scenario resources, pilot verification of innovations, and exploration of business models [4] Group 4: Supportive Measures for Scenario Development - The meeting proposed a "soft and hard" approach to foster new scenarios, emphasizing the need for infrastructure and platform development, such as 5G networks and computing centers [5] - It also highlighted the importance of regulatory and policy support to facilitate data circulation and encourage the initial purchase of innovative products [5] Group 5: Collaborative Ecosystem - Strengthening departmental collaboration and establishing a robust regulatory framework are essential for creating a conducive innovation ecosystem [6] - The strategic layout of a "scenario matrix" aims to accelerate the cultivation and development of new productive forces in China [6]

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]