Investment Rating - The report maintains a positive investment outlook for the storage industry, highlighting potential recovery and growth opportunities in various segments [2]. Core Insights - The storage industry is experiencing a significant divergence in performance across different segments, with high-end storage products showing resilience while consumer products have reached cyclical lows [6][11]. - The supply-demand dynamics are improving due to targeted production cuts by manufacturers, leading to potential price inflection points for certain NAND products [6][40]. - High-end storage demand remains robust, with domestic manufacturers accelerating the pace of domestic substitution in the high-end storage sector [6][52]. - The trend of increasing storage capacity in edge devices is solidifying, driven by the integration of AI models into consumer electronics [6][52]. Summary by Sections 1. Industry Performance Divergence - The storage industry exhibits strong cyclicality, with high-end storage demand and prices on the rise, while consumer storage prices are under pressure [11][12]. - NAND prices have been particularly weak compared to DRAM, with some products reaching cyclical lows [14][22]. 2. Supply-Demand Dynamics - Targeted production cuts by major manufacturers are leading to an improved supply-demand balance, with some NAND products nearing price recovery [6][40]. - Inventory levels are approaching healthy thresholds as manufacturers actively reduce stock [44]. 3. High-End Storage and Domestic Substitution - Capital expenditures from major cloud service providers are expected to drive continued growth in high-end storage demand, particularly for HBM and eSSD products [52][53]. - Domestic manufacturers are making significant strides in high-end storage technology, with products that rival those of international competitors [57][58]. 4. Edge Storage Expansion and Innovation - The integration of AI into consumer devices is driving increased storage capacity requirements, with notable growth in DRAM capacities for AI-enabled smartphones and PCs [6][52]. - Innovations such as integrated storage solutions are emerging to meet the demands of edge computing [7]. 5. Investment Recommendations - The report suggests focusing on companies benefiting from the recovery in consumer storage, advancements in high-end storage, and innovations in edge storage solutions [8]. - Specific companies to watch include Jiangbolong, Baiwei Storage, and Demingli among storage module manufacturers, and Zhaoyi Innovation and Puran among niche storage chip manufacturers [8].

Group 1 - The storage industry is experiencing significant differentiation across various segments, with high-end storage prices performing well while consumer product prices have dropped to cyclical lows [2][10] - The overall supply-demand balance is improving due to targeted production cuts by original manufacturers, leading to a potential price turning point for certain NAND products [3][20] - High-end storage demand remains strong, and the domestic replacement process is accelerating, with major manufacturers focusing on expanding HBM and eSSD production [4][28] Group 2 - The trend of storage expansion at the edge is confirmed, driven by the increasing penetration of AI in consumer products, leading to higher storage capacity requirements [5][36] - The integration of computing and storage is advancing, addressing the limitations of traditional architectures and enhancing innovation in storage solutions [6][38] - Investment recommendations for 2025 focus on companies benefiting from the recovery of consumer storage, breakthroughs in domestic high-end storage, and innovations in edge storage solutions [6][24] Group 3 - The capital expenditure guidance from major cloud service providers indicates robust growth in high-end storage demand, particularly for HBM and eSSD products [25][26] - Domestic storage manufacturers are rapidly catching up in high-end storage technology, with significant advancements in products like LPDDR5 and PCIe 5.0 SSDs [28][29] - The tightening of U.S. export controls is expected to accelerate the domestic replacement process in the storage industry, impacting both manufacturers and supply chains [31][32]

Investment Rating - The investment rating for the computer industry is "Positive" (maintained) [1] Core Viewpoints - The report indicates that despite a recent market pullback with a decline of 1.4% in the computer sector, there is strong confidence in the ongoing development of domestic AI, suggesting that opportunities still exist [4] - The financial results from Century Internet validate the robust growth of the AI industry, with new orders of 252.5MW in Q4 2024 and a projected total capacity delivery of 400-450MW in 2025, representing a year-on-year growth of 161%-194% [4] - The report emphasizes the need to closely track developments in the AI industry, particularly in large model changes and application advancements, as numerous industry changes are expected domestically and internationally [4] - There is a focus on edge AI, which is anticipated to develop significantly with the emergence of multimodal large models, leading to new hardware terminals [4] - The report highlights the upcoming Nvidia GTC conference and the increasing importance of high-voltage direct current (HVDC) applications in AI data centers, suggesting a positive outlook for related power supply companies [4] - Investment strategies should focus on industry trends and select companies with high potential, while also considering the volatility of the sector [4] Summary by Sections Market Performance - The computer sector experienced a market pullback with a decline of 1.4%, ranking last among the Shenwan industry sectors [4] AI Industry Developments - The report notes a consensus in the market regarding the development of domestic AI, with significant capital expenditures expected from companies like Century Internet [4] - The report suggests that the market has shifted from "transaction expectations" to "transaction realities" regarding AI implementation [4] Investment Recommendations - The report recommends focusing on companies with clear application directions in edge AI and 2B applications, as well as those involved in domestic computing power [4]

Core Viewpoint - The article discusses the significant changes in global capital markets driven by two unexpected narrative shifts: the breakthrough of DeepSeek, which reshapes perceptions of Chinese innovation, and the weakening of the "American exceptionalism" narrative under Trump's governance, prompting a reassessment of global geopolitical economics [1][3]. Group 1: Market Performance and Asset Revaluation - Since the beginning of the year, there has been little change in global economic fundamentals, but capital markets have experienced significant shifts, with Chinese stocks outperforming and the US dollar declining [3][4]. - As of March 14, the Hang Seng Tech Index, representing Chinese tech stocks, surged by 31.6%, leading global asset performance, while the Nasdaq index, which had previously led for three years, fell by 10% [3][4]. - The reversal in asset performance is attributed to the two narrative changes: the DeepSeek breakthrough and the challenges to the "American exceptionalism" narrative [3][4]. Group 2: Narrative Evolution and Its Impact - The article outlines the concept of narrative economics, emphasizing that successful narratives require elements such as personal relevance, repetition, narrative constellations, and self-reinforcement [5][6]. - DeepSeek exemplifies a successful narrative that has rapidly gained traction due to its low cost, high performance, and open-source advantages, symbolizing a break from Western technological monopolies [7][8]. - The geopolitical narrative has shifted since Trump's election, with initial optimism giving way to concerns over tariffs and immigration policies, leading to increased uncertainty in US economic policy [9][10]. Group 3: Capital Flow Dynamics - Over the past three years, global capital flows have been heavily influenced by the old narratives surrounding China and the US, with a notable outflow of foreign capital from China since 2022 [16][18]. - The share of foreign capital in China's A-share market has decreased from 10% in 2021 to approximately 7.5% currently, reflecting a shift in investor sentiment [16][17]. - In contrast, the US market has seen significant inflows, totaling around $950 billion since 2022, driven by the popularity of the AI narrative [18][19]. Group 4: Future Outlook and Policy Recommendations - The article posits that the current narrative changes may still be in their early stages, with potential for further asset revaluation and capital flow adjustments depending on the interaction between narratives and fundamentals [21][22]. - It outlines three potential phases for the evolution of the Chinese AI narrative: narrative strengthening, narrative realization, and narrative upgrading, each with corresponding implications for asset revaluation and capital flows [23][24][25]. - The company emphasizes the need for timely policy interventions to support economic recovery and investor confidence, particularly in real estate, local finance, and consumption [28].

摘要 中信证券策略聚焦专题会：高切低后的市场演 20250316 Q&A 当前市场高低切换现象背后的主要驱动因素是什么？ 高低切换现象本质上反映了市场投资者心态的变化。原先驱动市场上涨的一些 板块，其上涨驱动力已逐渐减弱，投资者开始寻找新的风格和行业方向。过去 三到四年，以题材股为主要驱动的市场环境，使得投资者对稳定核心大票的估 值不再敏感，对这些公司的基本面好转也不敏感。当纯主题题材被炒作至高位 后，投资者发现许多过去几年被忽视的板块估值较低，并且在政策提振消费或 交易性需求推动下，这些板块容易表现出弹性。类似情形在 2016 年和 2017 年 • 市场风格转变：投资者对稳定核心资产的估值不再敏感，转而关注低估值 且具政策提振弹性的板块，类似 2016-2017 年情形，信心恢复后将重估具 备长久竞争力的公司。 • 核心资产机会：经历题材股主导后，稳定大票估值较低且基本面改善未充 分反映。外部因素或致年中调整，中美经济和政策周期同步共振有望推动 美股、A 股、港股共振上行，利好核心资产。 • 资金流动影响：仅靠宏观叙事和资金流无法持续推动行情，港股估值洼地 逻辑已不成立。内资配置新经济方向优秀公司仍有巨大 ...

Summary of Motion Capture Technology in Robotics Industry Overview - The motion capture technology is divided into two main categories: inertial and optical systems. Inertial systems are portable but susceptible to interference, while optical systems offer high precision but come with higher costs [2][4][5]. Key Points and Arguments - **Inertial Motion Capture**: - Utilizes multi-axis sensors (e.g., nine-axis or twelve-axis) to collect motion data. It is portable and easy to operate, but suffers from cumulative errors and interference from magnetic fields [4][5][8]. - Data accuracy can be compromised in environments with Bluetooth or WiFi interference, leading to pose estimation errors and data loss [5][9]. - **Optical Motion Capture**: - Achieves sub-millimeter precision and is not affected by magnetic fields, making it suitable for high-precision applications. However, it requires a controlled environment and is sensitive to physical vibrations and lighting conditions [2][7][8]. - The cost of optical systems can be significant, with setups costing around 300,000 to 400,000 RMB [4]. - **Market Segmentation**: - The motion capture market is segmented into three tiers: - High-end market dominated by Yobeat and OptiTrack, serving major clients like Tencent and Alibaba. - Mid-tier market catering to general industrial applications and research institutions. - Niche market served by smaller companies providing specialized solutions [2][10][12]. - **Data Quality and Processing**: - Optical motion capture systems yield high data quality with an output rate of 98%-99%, while inertial systems have a slightly lower output rate of 90%-95%. Optical data often requires further processing, while robotic motion capture data is generally more straightforward [18][24]. - **Application Trends**: - The application of motion capture technology in robotics is expanding, particularly in embodied intelligence and model training. Leading companies in China are actively developing motion capture algorithms for humanoid robots [3][19][20]. Additional Important Insights - **Industry Competition**: - The competitive landscape is characterized by established players like Yobeat and OptiTrack, which have a strong presence in high-end markets, while newer entrants are gradually capturing mid-tier segments [10][13]. - **Commercial Models**: - Companies are encouraged to establish dedicated motion capture environments to enhance data collection efficiency and client satisfaction, which in turn improves profitability [14][15]. - **Future Trends**: - Data collection will become increasingly essential in robotics development, driven by the need for extensive motion data to train models effectively. This trend is expected to support the growth of the industry [21][22]. - **Optical vs. Inertial Systems**: - The future of motion capture in China is likely to remain dominated by optical systems due to their superior accuracy and lower operational costs compared to inertial systems [23][24]. This summary encapsulates the critical aspects of motion capture technology in the robotics sector, highlighting its current state, competitive dynamics, and future trends.

文 ： 华创证券研究所副所长 、首席宏观分析师 张瑜（执业证号：S0360518090001） 联系人： 陆银波（15210860866） 前言 本文聚焦今年产业层面的重大变化。将所有行业基于一定的共性分为 11 个板块 ，今年或是信息业引领资本 开支（领头羊）。这一判断基于当前的宏观环境依然存在一定的供需矛盾以及有多股力量正合力促进信息 业的发展。信息业的引领下，会有哪些宏观影响？这涉及科技进步的方向以及科技会推广于何处，较难回 答。但若与 2014-2015 年对比，或有区别，彼时借助 4G 的普及以及" C 端补贴"催生了较多消费"新业 态"。参考 2022 年以来的美国，或指向的是互联网企业增加资本开支，互联网企业及"卖铲者"业绩受益。 报告摘要 一、信息业或将再次引领资本开支 根据行业特性（如科技含量、政府参与程度、用途等）可以将全社会固定资产投资分为 11 个板块。将当年 投资增速最快的板块称之为资本开支的领头羊。 我们发现： 1 ）资本开支的领头羊发生过数次更迭 。 2008-2009 年：电气机械； 2010-2013 年：频繁轮动，先后是电子设备、电气机械、汽车、消费品制造 业； 2014- ...

Core Insights - The report indicates that consumer stocks are expected to become the second main investment theme in 2025, alongside AI+ technologies, due to several macroeconomic factors [2][3][8] - The significant decline in export growth in January and February 2025 has increased the importance of boosting domestic consumption to achieve the GDP growth target of 5% [17][29] - The government budget for 2025 shows a notable increase in broad fiscal spending, projected to grow by around 9%, which is expected to enhance consumption growth [9][29] - The upcoming annual and quarterly reports are anticipated to confirm an upward turning point in free cash flow, particularly in the consumer sector, which is expected to show significant improvement [10][32] - The valuation of consumer stocks is projected to revert to around 20 times earnings, making them more attractive compared to previous high valuations [10][52] - Foreign investment preferences are likely to shift from technology stocks to consumer sectors, indicating a potential increase in foreign capital inflow into Chinese consumer assets [10][12] Economic Context - The A-share market has shown a strong performance recently, driven by the consumer sector, with policies aimed at boosting consumption being highlighted during the National People's Congress [4][11] - The report notes that the consumer sector's performance is crucial for achieving the GDP growth target, especially given the recent slowdown in export growth [17][29] - The report emphasizes the correlation between government spending and retail sales growth, suggesting that increased government expenditure will positively impact consumer spending [29][30] Investment Strategy - The report suggests focusing on sectors with stable performance or marginal improvements, particularly those with improving free cash flow, as these are expected to outperform in the coming months [3][11] - Key sectors to watch include consumer services, electronics, automotive, and healthcare, which are expected to benefit from the anticipated economic recovery and policy support [13][51] - The report highlights the importance of free cash flow as a key metric for evaluating investment opportunities, particularly in the consumer sector, which currently shows the highest free cash flow yield [33][47]

Investment Rating - The industry investment rating is "Positive" (maintained) [1] Core Viewpoints - The report emphasizes the ongoing trend of investing in the AI industry, highlighting the upcoming GTC 2025 conference and Tencent's financial report as key events to watch for investment opportunities in AI computing power [4][10] - The demand for AI inference computing power is expected to grow significantly, with long-term inference tasks requiring up to 100 times more computing power than single inference tasks [4][10] - Major companies like Alibaba and Tencent are expected to significantly increase their investments in AI infrastructure over the next three years [4][10] Summary by Sections Market Review - During the week of March 10-14, 2025, the CSI 300 index rose by 1.59%, while the computer index fell by 1.36% [3][9] Weekly Viewpoint - The report discusses the importance of the AI computing power arms race, with major events like the GTC 2025 conference and Tencent's financial report on March 19, 2025, being pivotal for investment insights [4][10] User Growth and Domestic AI Applications - Manus AI reported a rapid increase in user applications for its AI Agent product, with the waiting list growing to 2 million within a week of launch [5][11] - The official release of the native HarmonyOS version is expected to enhance edge AI capabilities, indicating a bright future for domestic AI applications [5][11] Investment Recommendations - The report maintains a positive outlook on domestic AI industry leaders such as Alibaba and DeepSeek, recommending companies in the computing power sector like Haiguang Information, Zhongke Shuguang, and Inspur Information [6][12] - Beneficiary stocks include Cambricon, Unisplendour, and Industrial Fulian, among others, with specific recommendations for cloud service providers and integrated machine manufacturers [6][12]

Investment Rating - The report assigns an "Overweight" rating for the industry, consistent with the previous rating [2]. Core Insights - OpenAI has launched four AI agent toolkits, including a new Responses API and open-source Agents SDK, which simplify the development of AI agent applications and enhance product development capabilities [4]. - The introduction of new tools accelerates the diverse application of agents, responding to competitors like Google, Microsoft, and Alibaba, while reinforcing OpenAI's competitive edge established by its first AI agent product, Operator [9]. - Recommended stocks include Dingjie Zhizhi, Foxit Software, and iFlytek, with beneficiaries being Fanwei Network, Maifushi, and Rundamedical [9]. Summary by Sections Investment Highlights - The Responses API features web and document search tools, with the web search tool achieving higher accuracy than competitors, significantly reducing manual search costs [9]. - The computer operation tool, supported by the CUA model, automates tasks like clicking and scrolling, enhancing agent interaction with the external world [9]. - The open-source Agents SDK improves agent collaboration, allowing for customizable LLM models and tools, which simplifies multi-threaded task processing and reduces developer workload [9]. - OpenAI employs a "free API + paid tools" business model, expanding its market through free offerings while recouping R&D costs via paid tools, ensuring a sustainable financial foundation for future growth [9].