Investment Rating - The report maintains a positive outlook on the computer industry, expecting overall returns to exceed the CSI 300 index by more than 5% in the next six months [27]. Core Insights - The computer industry index rose by 7.93% during the week of August 18-24, 2025, ranking 4th among 31 primary industries, with a year-to-date increase of 28.86%, outperforming the CSI 300 index by 17.60 percentage points [3][22]. - The release of DeepSeek-V3.1 is expected to drive the domestic AI industry, enhancing the capabilities of programming and search agents significantly [4][8]. - DeepSeek-V3.1 features a hybrid reasoning architecture, improved efficiency, and enhanced agent capabilities, marking a significant advancement in AI technology [12][14]. Summary by Sections 1. DeepSeek-V3.1 Release - DeepSeek-V3.1 was officially released on August 21, 2025, featuring a hybrid reasoning architecture that supports both thinking and non-thinking modes with an expanded context of 128K [12]. - The new version shows improved reasoning efficiency, with a score of 88.4 in AIME 2025, compared to 87.5 for the previous model [13]. - Enhanced agent capabilities were achieved through post-training optimization, significantly improving performance in programming and multi-step tasks [14][16]. 2. Market Review - The computer industry index increased by 7.93% in the week of August 18-24, 2025, with a year-to-date increase of 28.86%, outperforming the CSI 300 index by 17.60 percentage points [22]. - The top five companies in terms of weekly gains included Yuyin Co. (+46.2%), Chengmai Technology (+34.92%), and Kexin Information (+33.94%) [24][25]. 3. Investment Recommendations - The report recommends focusing on companies that will benefit from the release of DeepSeek-V3.1, including Haiguang Information, Zhiwei Intelligent, and Lenovo Group [8]. - Application-side recommendations include Kingsoft Office, Yonyou Network, and Saiyi Information, among others [8].

Core Viewpoint - The article highlights the issuance of AAA credit ratings to various software companies in China, emphasizing the importance of integrity and creditworthiness in the software service industry [1][2][3] Group 1: AAA Credit Rated Companies - A total of 50 companies have been awarded AAA credit ratings, which are valid until August 25, 2028 [1][2][3] - Notable companies include: - Zhengcaiyun Co., Ltd. - Beijing Shenzhou Taiyue Software Co., Ltd. - Yimeng Co., Ltd. - Shenzhen Taiji Digital Technology Co., Ltd. - Guangdong Zhuowei Network Co., Ltd. [1][2][3] Group 2: Evaluation Process - The evaluation process for obtaining the AAA credit rating involves voluntary application, recommendations from local software industry associations, document review, and expert assessments [1] - The initiative aims to promote a culture of integrity and enhance self-regulation within the software industry [1][2]

Group 1: Industry Overview - The artificial intelligence agency industry is an emerging sector in China, with extensive downstream demand and a strong correlation between development stages and R&D investment intensity [1] - Key players in the industry include Keda Xunfei (002230), Fourth Paradigm (06682), Tuolisi (300229), and others, focusing on various applications and solutions [2][3] Group 2: Company Comparisons - Keda Xunfei leads with a significant R&D investment of 4.58 billion yuan in 2024, representing a 19.37% increase year-on-year, with revenue reaching 23.343 billion yuan [4][5] - Fourth Paradigm reported a revenue of 5.261 billion yuan in 2024, a 25.1% increase, with a gross margin of 41.2% [14] - Companies like SenseTime and CloudWalk face challenges with high R&D costs and low revenue, with SenseTime's R&D expense ratio reaching 106% in 2024 [5][6] Group 3: Business Layout and Performance - The industry exhibits a dual pattern of "vertical deepening" and "cross-domain expansion," covering sectors such as finance, education, and healthcare [10][11] - Keda Xunfei's AI education products generated 7.229 billion yuan in revenue, while Fourth Paradigm focuses on risk management in the financial sector [10][14] - CloudWalk's revenue fell by 36.69% to 398 million yuan in 2024, despite a 136% growth in its AI business [14][15] Group 4: Strategic Planning and Future Directions - Keda Xunfei aims to deepen its industry model strategy, focusing on education and healthcare [18] - Fourth Paradigm plans to enhance its AI Agent platform and expand into energy and finance sectors [18] - Companies like CloudWalk are transitioning to become AI service providers, focusing on smart home scenarios [18]

Group 1 - The core viewpoint of the article highlights the rapid development and diverse applications of the artificial intelligence (AI) agency industry in China, emphasizing the importance of R&D investment and the competitive landscape among key players [1][2][3]. Group 2 - The article provides a summary of major listed companies in the AI agency sector, including Keda Xunfei, Fourth Paradigm, and others, showcasing their business layouts and competitive advantages [1][2]. - Key companies are focusing on vertical fields and leveraging large model technology to create differentiated AI agency products, with leading firms like Keda Xunfei and SenseTime utilizing self-developed large models across multiple scenarios [2][3]. - The industry is characterized by three main features: deep vertical scene implementation, ecological cooperation, and standardization of industry solutions [3]. Group 3 - A comparison of basic information among AI agency companies reveals that some firms excel in specific verticals, while others adopt a cross-domain expansion strategy, covering various sectors such as finance, education, and healthcare [2][10]. - Keda Xunfei's AI learning machine has been a top seller in major e-commerce platforms, with its smart education business generating significant revenue [10]. - Fourth Paradigm has established partnerships with major financial institutions to implement AI solutions in risk control and asset management [10]. Group 4 - R&D investment is a critical factor for success, with Keda Xunfei's R&D expenditure reaching 4.58 billion yuan in 2024, representing a 19.37% increase year-on-year [4][5]. - Some companies, like SenseTime, exhibit high R&D spending but struggle with revenue generation, indicating a mismatch between R&D resources and commercialization capabilities [5][6]. - The proportion of R&D personnel is a key indicator of a company's technological drive, with Keda Xunfei having a significantly higher percentage of R&D staff compared to industry averages [6]. Group 5 - The business performance of AI agency companies varies, with Fourth Paradigm achieving a total revenue of 5.261 billion yuan in 2024, marking a 25.1% year-on-year increase [15]. - In contrast, CloudWalk Technology experienced a revenue decline of 36.69% to 398 million yuan in 2024, despite some segments showing high growth [16]. - Companies like Tuolisi maintain high gross margins despite slower revenue growth, indicating a focus on high-margin customized services [16]. Group 6 - The strategic planning of AI agency companies reflects differentiated approaches in technology investment and product roadmaps, impacting their market positioning and operational efficiency [18]. - Keda Xunfei is pursuing a strategy of deepening its industry model while expanding its presence in education and healthcare [19]. - Fourth Paradigm is focusing on integrating agent technology with world models to enhance its service offerings across various industries [19].

Market Review - The AI and robotics sectors continued their upward trend, achieving a "three consecutive days" increase, with the Huaxia AI ETF (589010) closing up 0.98% and reaching a peak intraday increase of 2.62% [1] - Key holdings included Chipone Technology leading with a 13.39% increase, followed by CloudWalk Technology at 4.79%, and both Daotong Technology and Yuntian Lifeng rising over 3% [1] - The Robotics ETF (562500) closed up 0.71%, experiencing significant volatility with an intraday peak fluctuation of 3.67% [1] - Notable performers included Hechuan Technology leading with a 14.50% increase, followed by Fengli Intelligent at 13.30%, Huachen Equipment at 11.11%, and Xiasha Precision hitting a 10% limit-up [1] - Total trading volume reached 2.022 billion yuan, indicating robust market activity and sustained liquidity [1] - The latest scale of the Robotics ETF reached 17.35 billion yuan, setting a new record and significantly surpassing comparable funds [1] Hot News - DeepSeek announced the upgrade of its online model to version 3.1, featuring a longer context window and readiness for testing [2] - Yuzhu Technology teased a new humanoid robot with a height of 1.8 meters and 31 degrees of freedom, suggesting agility and elegance [2] - Shanghai's implementation plan for accelerating "AI + manufacturing" aims to promote intelligent applications in 3,000 manufacturing enterprises over three years, establish 10 industry benchmark models, and develop around 10 "AI + manufacturing" demonstration factories [2] Institutional Views - Guojin Securities expressed optimism regarding the domestic advantages in the integration of AI with software and hardware, particularly in consumer and overseas markets, as evidenced by the preliminary validation from Meitu and Kuaishou's ARR [3] - The firm also anticipates positive growth in the second half of the year, with expected increases in revenue contributions from AI applications in enterprise service software and manufacturing information systems [3] Popular ETFs - The Robotics ETF (562500) is noted as the only fund exceeding 10 billion yuan in scale, offering the best liquidity and comprehensive coverage of the Chinese robotics industry [4] - The Huaxia AI ETF (589010) is characterized as the "brain" of robotics, with a 20% fluctuation limit and small to mid-cap elasticity, aimed at capturing pivotal moments in the AI industry [4]

Market Overview - The IT services sector increased by 1.35% on August 19, with DaShi Intelligent leading the gains [1] - The Shanghai Composite Index closed at 3727.29, down 0.02%, while the Shenzhen Component Index closed at 11821.63, down 0.12% [1] Top Performers - DaShi Intelligent (002421) closed at 3.80, up 10.14% with a trading volume of 2.6374 million shares [1] - Zhongke JinCai (002657) closed at 42.74, up 10.01% with a trading volume of 719,300 shares [1] - HuaSheng TianCheng (600410) closed at 22.75, up 10.01% with a trading volume of 4.0896 million shares [1] - Runhe Software (300339) closed at 64.77, up 8.02% with a trading volume of 1.8544 million shares [1] - ZhuoYi Information (688258) closed at 78.90, up 7.42% with a trading volume of 92,500 shares [1] Underperformers - Guoyuan Technology (835184) closed at 27.96, down 6.02% with a trading volume of 179,700 shares [2] - Liandi Information (839790) closed at 52.82, down 4.66% with a trading volume of 60,300 shares [2] - Zheda Woxin (600797) closed at 11.09, down 2.97% with a trading volume of 1.2898 million shares [2] Capital Flow - The IT services sector experienced a net outflow of 292 million yuan from institutional investors and a net outflow of 697 million yuan from speculative funds, while retail investors saw a net inflow of 989 million yuan [2] - The capital flow for individual stocks in the IT services sector shows varying trends, with some stocks experiencing significant net inflows from retail investors [3] Notable Capital Movements - Runhe Software (300339) had a net inflow of 301 million yuan from institutional investors, while it faced a net outflow of 259 million yuan from speculative funds [3] - DaShi Intelligent (002421) saw a net inflow of 243 million yuan from institutional investors, with significant outflows from both speculative and retail investors [3] - Other companies like Yuncong Technology (688327) and China Software (600536) also reported notable net inflows from institutional investors [3]

近日，国家标准GB/T45958-2025《网络安全技术人工智能计算平台安全框架》正式发布。该标准由全 国网络安全标准化技术委员会归口管理，华为牵头，云从科技(688327)作为核心起草单位之一，深度参 与了标准制定工作。 云从科技副总裁张立介绍，该项目构建的"可控训练场"是基于可信数据空间的大型、安全可控的模型训 练工厂，同时也是集质检、检测、备案于一体的AI安全检测中心，正好契合国家"强化算力、算法、数 据三要素供给"的部署。 在网安基地训推一体化中心，云从科技打造了安全可控的模型训练环境，有效解决了当前大模型训练面 临的高成本、高门槛及潜在安全风险难题。这一实践成为推动空间计算等前沿技术规模化落地的安全基 座。 该项目构建的"可控训练场"依托可信数据空间技术(符合云从参与的IEEE隐私计算国际标准)，实现大型 模型训练全流程安全管控，同时整合了云从在生物特征识别防伪国标(GB/T38671、GB/T41772)中积累 的攻防检测能力，形成"训练-检测-备案"一体化安全闭环，并持续跟进大模型能力要求和评估方法等领 域的技术标准立项研究工作。 在国家标准指导下，云从科技正在武汉构建更完善的AI安全产业生态。 ...

Group 1 - The Chinese artificial intelligence agency industry has formed a clear competitive hierarchy, with significant head effects and rapid emergence of vertical fields and new enterprises. The competition is mainly divided into three tiers: technology giants, vertical field enterprises, and innovative startups [1][3] - Representative companies in different tiers have diverse business layout directions, with technology giants and vertical field enterprises focusing on B-end markets, while startups emphasize C-end markets [3][4] - The market concentration in the AI agency sector is high, with CR4 at approximately 78% and CR5 at about 88%, indicating a typical "Matthew effect" where the head is concentrated while the tail is dispersed [5] Group 2 - The market share concentration varies by application area, with the highest concentration in government applications (CR3 at 60%) and the lowest in intelligent customer service (CR3 at 40%) due to lower market entry barriers [7] - The market is categorized by technology types, including reflexive agents, goal-driven agents, and self-learning agents, with self-learning agents experiencing the highest growth rate, particularly in medical diagnosis and scientific research [9] - Major companies are adopting a "multi-point flowering, collaborative development" strategy, with Baidu focusing on digital humans and intelligent collaboration platforms, while Huawei emphasizes government and industrial applications [11][12] Group 3 - The competitive landscape of the Chinese AI agency industry is characterized by an oligopolistic structure, with major players like Baidu, Alibaba, Tencent, Huawei, and ByteDance holding over 80% market share [13] - Second-tier companies such as iFlytek, SenseTime, and CloudWalk are focusing on vertical scenarios like education and finance, leveraging industry know-how for survival [14] - The industry is transitioning from a "technology race" to an "ecosystem positioning + scenario profitability" phase, with increased competition leading to a potential consolidation of startups due to tightening financing and high computing costs [14]

沪深两市全天主力资金净流入100.20亿元，其中，科创板主力资金净流出20.87亿元，主力资金净流入的 有243只股，主力资金净流出的有344只股。 证券时报·数据宝统计显示，今日科创板个股上涨的有499只，涨停的有赛诺医疗、莱尔科技等2只，下 跌的有85只。 资金流向方面，今日主力资金净流入的科创板股共有243只，其中，10只个股主力资金净流入超5000万 元，东芯股份主力资金净流入1.86亿元，净流入资金居首；寒武纪、云从科技紧随其后，全天净流入资 金分别为1.38亿元、9916.17万元。主力资金净流出的有344只，净流出资金最多的是中芯国际，该股今 日上涨0.35%，全天主力资金净流出2.60亿元，其次是海光信息、芯原股份，主力资金净流出分别为 2.30亿元、2.22亿元。 从主力资金连续性进行观察，共有36只个股主力资金连续3个交易日以上持续净流入，连续流入天数最 多的是龙软科技，该股已连续8个交易日净流入；连续净流入天数较多的还有博瑞医药、鼎阳科技等， 主力资金分别连续流入7天、7天。主力资金连续流出的个股有140只，连续流出天数最多的是亿华通， 该股已连续18个交易日净流出；连续净流出天数较多的 ...

Group 1 - The AI PC concept index rose by 3.11%, ranking fourth among concept sectors, with 36 stocks increasing in value [1][2] - Leading stocks in the AI PC sector included CloudWalk Technology, Sifang New Materials, and Zhili Fang, which rose by 8.82%, 8.64%, and 7.01% respectively [1][2] - The sector experienced a net inflow of 1.386 billion yuan, with 24 stocks receiving net inflows, and five stocks exceeding 100 million yuan in net inflow [2][3] Group 2 - The top net inflow stock was Shenghong Technology, with a net inflow of 663 million yuan, followed by Lingyi Technology, Pengding Holdings, and Tongfu Microelectronics with net inflows of 200 million yuan, 138 million yuan, and 128 million yuan respectively [2][3] - The highest net inflow ratios were seen in Bomin Electronics, Tongfu Microelectronics, and Lingyi Technology, with rates of 11.67%, 10.52%, and 9.63% respectively [3][4] - Stocks with significant increases included Sifang New Materials and CloudWalk Technology, which had respective increases of 8.64% and 8.82% [4][5]