本报讯 （记者毛艺融）2月27日，瑞银财富管理投资总监办公室（CIO）发布最新观点称，机器人迎来新时代。 瑞银财富管理投资总监办公室表示，尽管机器人与自动化市场仍处于商业化的相对早期阶段，但有多重积极信号值得关 注。 首先，物理AI的突破加速现实场景落地。近期在视觉-语言-动作（VLA）模型及算力方面的进展，使机器人能够理解感官 输入和自然语言指令，从而可靠地完成复杂任务。随着模型能力提升，自主系统和人形机器人有望从试点阶段逐步进入制造和 物流等实际应用场景。 其次，制造业回流驱动需求提升。制造业回流趋势正在加速自动化需求增长，人形机器人有望弥补生产环节对灵活性和适 应性的关键需求。 再者，生产力提升与供应链动能增强。据IDC预计，2025年全球人形机器人出货量将激增至1.8万台，同比增长近500%。 中国零部件供应商正加紧扩产，海外厂商也在积极开发新产品。无论是汽车制造巨头还是中国新兴电动车企业，都在计划大规 模扩充生产线。尽管行业仍处于早期阶段，未来格局可能变化较大。瑞银财富管理投资总监办公室认为，随着市场逐步成熟， 生态系统主导地位和供应链整合能力将成为核心竞争力。 瑞银财富管理投资总监办公室表示，看好 ...

瑞银:看好具身AI的垂 东方证券:地缘政治、 为资产定价的关键 机构:铜金比率破401 升幅或可达60% N NECE WOULD THE USE IN 沪指收涨0.39%，小金属板块延续涨势；日韩股市2月27日收盘涨跌不一；沪锡主力合约日间盘收涨逾8%，机构建议待情绪企稳后再择机入场；拓维信息获 资金净流入15.69亿元；瑞银：看好具身AI的垂直应用领域；机构：铜金比率破40年极限低位 铜潜在升幅或可达60%。 【资金风向标】 拓维信息获资金净流) (机构观点) 2月27日，中证转债指数收跌0.14%，报525.2点。其中，伟测转债涨7.73%，亿田转债涨7.45%，广联转债涨6.24%；恒帅转债跌8.11%，安集转债跌7.40%， 汇成转债跌6.99%。 【资金风向标】 Choice数据显示，2月27日，资金净流入额排名前十的个股依次是拓维信息、包钢股份、昆仑万维、华胜天成、湖南黄金、平潭发展、永泰能源、御银股 份、双良节能、杭钢股份。其中，拓维信息获净流入15.69亿元。 【机构观点】 瑞银财富管理投资总监办公室2月27日发表机构观点称，看好具身AI的垂直应用领域，包括人形机器人、先进驾驶辅助系统和工业 ...

今年马年春晚，最出圈的不是歌舞节目，也不是小品相声，而是那群能后空翻、打醉拳、与人互动的人形机器人。作为一名深耕AI控制系统开发的程序 员，我全程盯着舞台上的每一个细节，心里满是感慨——很多人只看到了机器人的酷炫动作，却不知道这背后，是一整套控制系统、运动算法、多机协同、 实时调度的硬实力，是无数中国程序员的日夜打磨，更是中国在AI+硬件赛道上，从跟随到领跑的行业宣言。 从行业视角来看，春晚机器人的出圈，绝非偶然，而是中国人形机器人产业爆发的一个缩影。根据行业数据显示，2025年全球人形机器人出货量约1.3万 台，其中中国的占比接近90%，摩根士丹利更是预测，2026年中国人形机器人的销量将翻倍至2.8万台，这意味着，中国已经在人形机器人这个"AI+硬件+制 造"的复合赛道上，占据了绝对的主导地位。而这一切，离不开中国程序员的努力，离不开我们在控制系统、算法优化、AI融合等领域的持续深耕。 更重要的是，人形机器人不是单一产品，而是一个平台形态——未来它可以进入工厂、仓储、物流、服务、家庭等多个场景，成为自动化升级的核心工具， 成为具身AI的重要载体。这意味着，相关的技术需求会长期存在，而且会不断升级，我们程序 ...

Core Insights - The fourth Davos Global Fund of Funds Summit was held on January 21, 2026, focusing on the future development of the global fund of funds and venture capital industries [2][3] - The summit emphasized the importance of resilience in the face of a changing fundraising environment and highlighted strong intentions for capital allocation among limited partners (LPs) [4][5] Global Economic Trends - The years 2024 and 2025 are identified as "reset years" for global financial markets, with the U.S. economy entering a recovery phase by the third quarter of 2025 [10][11] - The Americas dominate global venture capital deal value, while Asian investors are shifting focus from consumer internet to hard technology and manufacturing [10][11] - Artificial intelligence is attracting significant capital, with a shift in investment focus towards practical applications in finance and healthcare [10][11] Liquidity and Exit Strategies - Liquidity is crucial, with investors prioritizing cash returns over paper profits; secondary transactions and mergers and acquisitions (M&A) are becoming key exit channels [12][13] - Continuation funds allow managers to hold high-quality assets longer, and M&A activities are increasing as funds acquire each other [12][13] Chinese Market Dynamics - The Chinese market is undergoing significant structural changes, with a divergence between macroeconomic recovery and microeconomic sentiment [14][15] - The dominance of state-owned capital is increasing, leading to a transformation of general partners (GPs) from professional investment institutions to comprehensive service providers [14][15] Patient Capital Policies - China is promoting patient capital policies, extending fund durations to 15-20 years to match the needs of industries with long R&D cycles [16][17] - Some regions allow up to 100% loss tolerance for early-stage investments to encourage innovation [16][17] Evolving Exit Channels - Exit channels in China are changing, with new models emerging for project incubation and delisting, alongside the rapid development of segmented industry funds [18][19] - Looking ahead to 2026, investment focus will be on supply chain advantage areas, such as humanoid robots, with a shift from mega funds to a model of "one mother fund + specialized sub-funds" [18][19]

Core Insights - DeepSeek represents a significant advancement in China's AI capabilities, particularly in embodied AI, which integrates AI into hardware systems like robots and drones, allowing for environmental awareness and autonomous decision-making [1][3] - The article emphasizes that China's long-term, comprehensive policy efforts have positioned it as a leader in AI development, with a focus on embodied AI potentially yielding substantial economic and geopolitical advantages [1][4] Industry Focus - China is prioritizing the development of AI-driven robots, aiming to integrate embodied AI into core industries to enhance productivity and military capabilities [4] - The country is leveraging its existing manufacturing strengths to become a global leader in embodied AI systems, which could automate physical tasks across multiple industries [4] - Chinese companies such as AgiBot, UBTech, and Unitree are already leading the global market in humanoid robot shipments, with AgiBot accounting for approximately 5,100 units (39% market share) [5] Challenges and Strategic Insights - Despite facing challenges such as limited access to advanced AI chips and reliance on Western suppliers for high-end sensors, the article warns against underestimating China's ability to overcome these obstacles [7] - The U.S. is criticized for its strategic neglect of embodied AI, focusing resources on a few private companies and lacking a cohesive government policy, which could hinder its competitive edge [7] - The article calls for the U.S. to enhance its analytical capabilities regarding China's AI policies and progress, suggesting that Silicon Valley must mobilize talent and capital to transition embodied AI from research to large-scale market applications [7]

Group 1 - DeepSeek represents a significant advancement in China's AI capabilities, particularly in robotics and autonomous systems, prompting concerns in the West about China's technological leadership [1] - The U.S. is warned to take China's AI advancements seriously, as experts note that China's systematic efforts in AI research have been underestimated [1] - The article emphasizes that the same pattern of underestimation is repeating, indicating a potential for future surprises from China in the AI sector [1] Group 2 - China is focusing on "embodied AI," which integrates AI into hardware systems like robots and drones, allowing them to learn from physical interactions rather than just executing pre-programmed instructions [3] - The long-term benefits of embodied AI could provide China with significant economic and geopolitical advantages, particularly in enhancing military capabilities [3] - China aims to leverage its manufacturing strengths to become a global leader in embodied AI systems, which could automate physical tasks across multiple industries [3] Group 3 - Local Chinese governments are investing in embodied AI companies, while private sector firms like AgiBot, UBTech, and Unitree are emerging as global leaders in humanoid robotics [4] - By 2025, China is projected to dominate the global humanoid robot market, with AgiBot leading with approximately 5,100 units (39% market share), followed by Unitree with about 4,200 units (32%), and UBTech with around 1,000 units [4] Group 4 - Despite challenges such as limited access to advanced AI chips and reliance on Western suppliers for high-end sensors, China's ability to overcome early obstacles has been underestimated [6] - The U.S. is criticized for its strategic neglect of embodied AI, focusing resources on a few private companies and lacking a comprehensive government policy [6] - The article calls for the U.S. to enhance its analytical capabilities regarding China's AI policies and progress, emphasizing the need for urgent action to avoid missing future industrial waves [6]

Company Overview - Jiu Wu Intelligent Technology Co., Ltd. is a leading company in China's intelligent embodied industrial robotics sector, holding a market share of 5.9% as of 2024 [4] - The company has developed the JOS robotic operating system, one of the first in China to integrate perception, motion control, and planning, enabling robots to adapt to various tasks [4] - Jiu Wu Intelligent is among the few suppliers capable of designing intelligent embodied industrial robots for sectors such as clean energy technology, electronics and semiconductors, and optical modules [4] Technological Capabilities - The company's solutions incorporate advanced AI capabilities for intelligent perception, decision-making, and control in complex industrial environments [5] - Jiu Wu Intelligent has a fully independent stack of robotic technology, covering core software, algorithms, and essential hardware components [5] - As of September 30, 2025, the R&D team consists of 168 professionals, accounting for 40.6% of the total workforce [5] Customer Base - The company has sold over 11,000 intelligent embodied industrial robots to 156 customers across 16 industrial sectors, including 48 listed companies [6] - The customer retention rate during the historical record period was 72.7%, surpassing the industry average for suppliers of intelligent embodied industrial robotics solutions in China [6] Financial Performance - Revenue for the fiscal years 2023 and 2024 is projected to be approximately RMB 207 million and RMB 366 million, respectively [7] - The profit for the fiscal year 2024 is estimated at RMB 9.13 million, with a projected profit of RMB 32.64 million for the following year [7] Industry Overview - The global market for embodied AI robotic solutions is expected to grow from RMB 37.8 billion in 2020 to RMB 82 billion by 2024, with a CAGR of 21.3% [9] - The Chinese market for embodied AI robotic solutions is projected to expand from RMB 12.5 billion in 2020 to RMB 28.7 billion by 2024, with a CAGR of 23.1% [9] - The intelligent embodied industrial robotics solutions market is anticipated to grow significantly, with a global market size expected to reach RMB 1,033 billion by 2029, reflecting a CAGR of 52.8% from 2024 to 2029 [12] Market Dynamics - The demand for intelligent embodied industrial robotics solutions is accelerating due to rapid expansion in lithium battery and photovoltaic manufacturing capacities [18] - The clean energy technology sector is expected to see its market size grow from RMB 400 million in 2020 to RMB 1.9 billion by 2024, with a CAGR of 48.0% [18] - The electronics and semiconductor sector is projected to grow from RMB 200 million in 2020 to RMB 1 billion by 2024, with a CAGR of 44.8% [21]

Core Viewpoint - The company Lingyi iTech (领益智造) is in a critical phase of steady growth and multi-track layout, with plans for a share reduction by its actual controller, which is not expected to directly impact the stock price. Financial Performance - For the first three quarters of 2025, the company's revenue reached 37.59 billion yuan, representing a year-on-year growth of 19.25% - The net profit attributable to shareholders was 1.94 billion yuan, with a year-on-year increase of 37.66% - The company's profitability continues to improve, with both gross margin and net margin steadily increasing [1] Business Segments Server Solutions - Lingyi iTech has developed comprehensive capabilities in cooling solutions for AI servers, including CDU, liquid cooling modules, and various power supply solutions - The recent acquisition of Limin Da enhances the company's "cooling + power" layout in AI servers, with products covering liquid cooling plates and server racks, serving major clients like NVIDIA and Intel [2] Robotics - In the robotics sector, the company possesses core technologies in reducers, drivers, and motion controllers, offering a wide range of processing and development services - Strategic partnerships have been established with leading companies such as Tesla and UBTECH to collaborate on hardware manufacturing, market expansion, and AI model development [3] AI Glasses - Lingyi iTech focuses on the development of core components and technologies for AI glasses and XR wearable devices, collaborating closely with terminal brands to provide essential parts - The AI-enabled AI/AR glasses are expected to see rapid growth, positioning the company to benefit significantly as a core component supplier [3] Foldable Screen Hardware - The company specializes in providing one-stop solutions for foldable screen hardware, supplying key components such as ultra-thin titanium alloy support parts for products like Samsung's Galaxy Z Fold7 [4]

Core Positioning and Problem Solving - The article discusses the need for a realistic and interactive environment to rigorously evaluate the performance of large language models (LLMs) in embodied scenarios, highlighting limitations of existing simulators [2] - The proposed solution is VirtualEnv, a next-generation simulation platform based on Unreal Engine 5, aimed at supporting language-driven, multimodal interactions for embodied AI research [2] Related Work and Platform Advantages - VirtualEnv integrates multidimensional capabilities, surpassing existing platforms in terms of environment type, task scale, and action space [3] - It supports 3D multi-room and indoor-outdoor environments, with 140,000 unique tasks across various categories, enhancing the complexity and applicability of AI research [5] Core Functionality Design - The platform's architecture is built on three core pillars, enabling support for complex scenarios and high-level reasoning tasks [4] - It features high-fidelity rendering and over 20,000 interactive assets, allowing for detailed object manipulation and realistic interaction feedback [9] Language-Driven Interaction and Scene Generation - VirtualEnv natively supports integration with LLMs and visual language models (VLMs), enabling automatic scene generation based on natural language commands [6][8] - The platform allows for dynamic modifications of the environment through natural language instructions, ensuring precise adjustments without manual intervention [8] Scene Graph Representation - A hierarchical scene graph organizes the environment, encoding objects, agents, and spatial relationships, facilitating complex reasoning tasks [11] Experimental Validation and Key Findings - In a blind test, VirtualEnv achieved a visual realism score of 4.46±1.02, significantly higher than other platforms, validating its advantages in environmental realism [12] LLM Performance Comparison - The article compares reasoning LLMs with non-reasoning LLMs across various tasks, revealing that reasoning models outperform non-reasoning ones, particularly in complex multi-step tasks [15] Failure Mode Analysis - Six major failure modes were identified, with reasoning LLMs showing an average task completion rate improvement of 11% in complex tasks, indicating the importance of structured reasoning [16][21] Summary and Value - VirtualEnv is positioned as a high-fidelity, interactive, multimodal simulation platform that could accelerate the application of LLMs in real-world interactive scenarios, supporting various applications in interactive entertainment and robotic navigation [20]

Group 1: CES Overview and Trends - Las Vegas hosts over 22,000 commercial events annually, contributing more than $10 billion in revenue, with CES being the most significant event [1] - CES has evolved through various technology trends over the past 15 years, including the rise of drones, smart home devices, and AI [2] - The focus of CES 2026 shifted to embodied AI and humanoid robots, indicating a transition from novelty to serious commercial discussions [2] Group 2: Rise of Chinese Companies - Chinese exhibitors have significantly increased in presence and quality at CES, moving from peripheral displays to central exhibition halls [3][4] - In 2019, Chinese exhibitors peaked at approximately 30% of total participants, and over 1,300 Chinese companies participated in the latest CES, reaffirming their dominance as the largest foreign presence [3] - Chinese companies have transitioned from low-cost manufacturing to showcasing core technologies, with over 40% of CES 2026 Innovation Awards going to Chinese firms [4][5] Group 3: Lenovo and Hisense's Strategic Moves - Lenovo hosted its Tech World conference at the Sphere, marking a significant event for the company and showcasing its industry position [6] - The presence of major tech leaders at Lenovo's event highlighted its status as a leading consumer electronics company [6] - Lenovo became the official technology partner for the FIFA World Cup 2026 and 2027, emphasizing its commitment to global sports marketing [7][9] Group 4: Robotics and AI Developments - Humanoid robots emerged as a key focus at CES 2026, showcasing advancements in AI and commercial viability with costs reaching around $20,000 [10] - The competition in the robotics sector is intensifying among China, the U.S., and South Korea, with each region adopting different strategies for ecosystem integration [11] - Chinese robotics companies are increasingly entering the global market with a focus on commercial applications, moving beyond mere technology demonstrations [12][13] Group 5: Market Dynamics and Future Outlook - The robotics industry is shifting from feasibility to long-term deployment, with Chinese firms leveraging their manufacturing capabilities for sustained operations [13][14] - Companies like UBTECH and Yush Robot are achieving significant milestones in production and government contracts, indicating a stable demand in the early market [14] - The evolution of Chinese companies from supporting roles to industry leaders reflects a broader trend of defining industry standards and enhancing brand recognition [14]