Core Viewpoint - The smart driving sector has experienced a pullback this week, but there remains a strong willingness for medium to long-term investment amidst market fluctuations [1] Fund Performance - The smart driving ETF (516520) has attracted significant capital since the beginning of 2026, with a total inflow of 525 million yuan over 12 trading days, which is 1.5 times the total net inflow for the entire year of 2025 [1] - The fund's scale and shares have increased to 1.212 billion yuan and 886 million shares, representing a rise of 88% and 77% respectively compared to the beginning of the year [1] - As of December 31, 2025, the fund's scale and shares were 645 million yuan and 502 million shares, with a net inflow of 334 million yuan for 2025 [1] Industry Dynamics - The smart driving industry is entering a new phase driven by AI large models, with advancements in L3-level autonomous driving regulations, decreasing hardware costs, accelerated open-source AI models, and deepening commercialization of Robotaxi [1] - McKinsey research predicts that 2025-2027 will be a critical turning point for the industry, with the unit cost of autonomous driving expected to reach economic parity with human driving, thereby driving market demand [1] - By 2030, China is projected to become the largest autonomous driving market globally, with new car sales and mobility service revenues expected to exceed 500 billion dollars [1] Index Composition - The smart driving ETF closely tracks the CSI Smart Car Theme Index, which includes companies providing terminal perception and platform applications for smart vehicles, as well as other representative companies benefiting from the smart car industry [1] - The top five secondary industries in the index are automotive parts (24.0%), semiconductors (19.6%), passenger vehicles (14.4%), software development (11.3%), and communication equipment (7.1%), covering multiple segments of the smart car industry chain [1] - The index's price-to-earnings ratio is currently 33.94, which is within the lower historical percentile range of 15.23% over the past five years [1] Fund Management - The smart driving ETF is managed by Huatai-PB Fund, one of the first ETF managers in China, with a strong track record in broad-based and dividend-themed indices [1] - The fund's "Dividend Family" series includes various ETFs, providing options for defensive strategies in investment portfolios [1]

在今天，打开手机上的交易App进行买卖，对投资者来说已是家常便饭。然而，很少有人会去想，这款 App背后的代码、引擎乃至每一行指令，究竟掌握在谁的手里。对金融机构而言，这恰恰是关乎生死存 亡的核心命题。2025年，当徽商期货捧回由中国人民银行与中国证监会联合颁发的"2024年度金融科技 发展奖"时，每一个为之付出的技术人员深知这份荣誉的分量，远不止于一个奖项本身。它是徽商期货 技术研发人员用五年时间，从零开始，亲手打造出一款完全属于自己的App，并以此撬动公司全面数字 化转型的最好见证。 回望来路，这条路并非坦途，而是始于一段深刻的"受制于人"的切肤之痛。 一、痛定思痛：被"卡脖子"的滋味不好受 在2019年之前，公司的移动端服务和其他许多同行一样，依赖于外部采购的标准化客户端。表面上看， 这省去了自研的麻烦，但深入业务一线后，问题接踵而至。 最让人感到无力的是创新的滞后。当公司希望推出一项贴合自身客户特点的特色功能，如针对客户复盘 的账户分析模块与产业客户线上化服务功能，或为新手投资者设计的模拟交易引导流程时，往往需要漫 长的沟通、排期与等待。市场瞬息万变，行情稍纵即逝，这种被动的"跟跑"状态，严重制约了公 ...

Core Insights - The exhibition "Building a Strong Nation Road - Achievements of China's Manufacturing during the 14th Five-Year Plan" showcases significant advancements in China's manufacturing sector, particularly in core technologies, industrial foundations, and innovation ecosystems [1] - During the 14th Five-Year Plan, China's manufacturing industry has enhanced its role as a "ballast," with steady increases in innovation investment and optimization of industrial structure [1] - By the end of 2025, China aims to establish 4.83 million 5G base stations and achieve an artificial intelligence core industry scale exceeding 900 billion yuan [1] Company Highlights - Gree Electric Appliances, a representative of China's manufacturing enterprises, has established three core areas: "Industrial Foundation," "Intelligent Manufacturing," and "Better Life" [1] - Gree's leading intelligent factory has achieved a 200% increase in production efficiency compared to traditional factories, with a digital coverage rate of 100% [1] - The factory employs over 2,000 industrial robots, all developed in-house, to perform critical tasks such as welding [2] Technological Breakthroughs - A significant number of key core technologies in China's manufacturing sector have achieved breakthroughs, impacting various supply chains including new materials and basic components [3] - Taiyuan Iron and Steel Group has developed the world's thinnest stainless steel foil, measuring only 0.015 mm, which is used in high-end applications like foldable smartphones and electric vehicle batteries [3][4] - The "Cangyuan" shield machine, with a diameter of 16.66 meters and a domestic technology localization rate of 98%, represents a major achievement in China's construction machinery [4] Financial and Industrial Development - The integration of technological and industrial innovation is driving China's manufacturing sector from large to strong [4] - The Ministry of Industry and Information Technology reported that financing cooperation has deepened, with a cumulative financing amount exceeding 1.3 trillion yuan, providing strong financial support for "Chinese Intelligent Manufacturing" and the modernization of the industrial system [4]

Core Viewpoint - The company has issued a positive profit forecast, expecting a year-on-year growth of no less than 30% in net profit attributable to shareholders for the year 2025, driven by increased sales of high-refractive index lenses and other multifunctional products, ongoing scale effects, and improved financing structure [1] Group 1: Company Performance and Forecast - The company anticipates significant growth in net profit for 2025, with a projected increase of at least 30% year-on-year [1] - Key drivers for this growth include increased sales of 1.74 refractive index lenses and other multifunctional products, continued scale effects, and enhanced automation levels [1] - The company has received approximately RMB 10 million in revenue from its XR business as of August 31, 2025, with expectations for further growth in the latter half of 2025 and into 2026 [1] Group 2: Industry Trends and Collaborations - The company is the exclusive lens supplier for Alibaba's Quark AI glasses, indicating strong collaboration with major domestic clients [2] - The inclusion of smart glasses in the new consumer upgrade policy is expected to lower consumer thresholds and enhance market penetration [2] - Internationally, Meta Platforms and Essilor Luxottica are discussing plans to double AI glasses production capacity by the end of 2026, reflecting a growing interest in the smart glasses market [2] Group 3: Production and Capacity Expansion - The company is actively expanding its overseas production capacity, with a new automated facility in Japan focusing on progressive lenses and youth vision health products [3] - The Thai production base is also progressing steadily, which is expected to enhance the company's market share and brand premium in overseas markets [3] Group 4: Financial Adjustments and Ratings - The company has adjusted its profit forecasts, now expecting net profits of RMB 561 million, 682 million, and 821 million for 2025-2027, respectively [3] - The corresponding price-to-earnings ratios are projected to be 47X, 38X, and 32X for the same period [3]

Group 1 - The core viewpoint of the report suggests that AI large models are expected to lead a valuation reshaping in the automotive industry, particularly in the context of autonomous driving and subscription services [2] - The report highlights the projected growth in various segments such as traditional vehicle sales, subscription services, and Robotaxi, with significant increases expected by 2035 [8][9] - It emphasizes the importance of advanced AI models in enhancing user acceptance of autonomous driving and subscription software, potentially transforming the automotive sales model from low-frequency to high-frequency consumption [48] Group 2 - The report indicates that the penetration rate of Robotaxi in the ride-hailing market is a critical metric, with a focus on revenue and cost factors such as vehicle costs and operational efficiency [42] - It outlines the competitive landscape, noting that leading companies like Tesla and SAIC Group are expected to dominate the Robotaxi market, with significant projected sales and profits by 2025 [46] - The report identifies investment opportunities in the supply chain, particularly in components related to L3 and above autonomous driving, highlighting the potential for domestic alternatives in high-barrier products [48]

Core Insights - Guangdong manufactures one out of every three smartphones sold globally, with five major brands dominating the market [1][3] - The smartphone industry in Guangdong has maintained its position as the largest in China for 35 consecutive years, with a projected combined global market share of 34.6% for major brands in 2024 [1][3] - The integration of AI technology into smartphones is expected to drive a new wave of consumer electronics innovation and a subsequent "upgrade wave" in the market [1][6] Industry Overview - Guangdong is the most significant hub for smartphone production in China, leading in scale, output, and export volume [2][3] - The city of Dongguan is a core area for smartphone manufacturing, accounting for 28.6% of Guangdong's smartphone output in 2024 [3] - The region has developed a complete supply chain for smartphone production, with over 90% of components sourced locally [3] Technological Advancements - Continuous R&D investment by major brands has led to significant technological innovations, including advancements in chip design, fast charging, and foldable screens [4][5] - Notable innovations include OPPO's 125W fast charging technology and Huawei's breakthrough in foldable phone hinge design [5][6] - The introduction of AI capabilities in smartphones is transforming them into intelligent assistants, enhancing user experience and functionality [6][7] Market Trends - The shift towards AI-integrated smartphones is expected to redefine market competition, moving beyond hardware performance to functional innovation [6][8] - Major brands are actively incorporating AI features into their flagship models, with Huawei's HarmonyOS enhancing user interaction through AI [6][7] - The emergence of AI Agent smartphones is anticipated to lead a new "upgrade wave" in the context of stagnant smartphone sales growth [6][8] Future Outlook - Guangdong plans to accelerate the development of high-quality action plans for AI terminal products, indicating a strategic focus on innovation and market leadership [7][8] - The ongoing evolution of smartphones in Guangdong reflects a broader trend of the manufacturing sector integrating advanced technologies and moving up the global value chain [8]

报告指出，以招聘为名开展违规违法活动的黑灰产呈现"工业化、团伙化、外包化"的新趋势。对应平台 在加强AI对违规行为识别力度的基础上，配合警方从源头打击犯罪，协助警方破获案件58起，抓获嫌 疑人607人，成功打掉数个"套路运""招转培"犯罪团伙。 同时，安全团队也加强了向求职者发送安全提示与防骗科普信息的力度，在求职者心中构建"第一道防 线"，全年向求职者推送相关信息近2.5亿次。 同时，安全团队也加强了向求职者发送安全提示与防骗科普信息的力度，在求职者心中构建"第一道防 线"，全年向求职者推送相关信息近2.5亿次。 责任编辑：何俊熹 新浪科技讯 1月20日晚间消息，BOSS直聘发布《2025年安全治理报告——在动态博弈中凝聚盟友》。 报告显示，AI大模型正在渗透求职安全的各个链路，平台全年封禁处置的账号中，80%由AI支持的风控 系统主动拦截。 新浪科技讯 1月20日晚间消息，BOSS直聘发布《2025年安全治理报告——在动态博弈中凝聚盟友》。 报告显示，AI大模型正在渗透求职安全的各个链路，平台全年封禁处置的账号中，80%由AI支持的风控 系统主动拦截。 报告指出，以招聘为名开展违规违法活动的黑灰产呈现"工 ...

Investment Rating - The report maintains a "Buy" investment rating for the company [9] Core Views - The company is experiencing high growth, with a projected net profit of approximately 3.85 billion yuan for 2025, reflecting a year-on-year increase of 30% [5] - The penetration of advanced driver-assistance systems is accelerating, with the company leveraging high-value products to expand its customer base and increase revenue and profit [6] - The company is focusing on the development of autonomous buses, with significant progress in the Robobus project and a dedicated testing facility for L4 autonomous driving capabilities [7] - Revenue forecasts for 2025-2027 are 26.7 billion, 33.5 billion, and 41.5 billion yuan respectively, with corresponding EPS of 2.19, 2.95, and 3.67 yuan, indicating a strong growth trajectory [8] Summary by Sections Market Performance - The company has shown significant improvement in Q4, with a projected net profit of about 1.11 billion yuan, a substantial increase from 0.71 billion yuan in Q3 [5] Financial Forecasts - The company is expected to achieve a net profit growth rate of 36.3% in 2025, 34.6% in 2026, and 24.6% in 2027, with a projected ROE of 20.5% in 2025 and increasing to 26.1% by 2027 [11][14]

Core Insights - Elon Musk announced that the core algorithm for the social platform's "For You feed" has been officially open-sourced [12] - The algorithm retrieves, ranks, and filters posts from two main sources: Thunder (posts from accounts users follow) and Phoenix Retrieval (posts discovered from a global corpus) [12] - The algorithm utilizes a Grok-based Transformer model to merge and rank content, predicting the adoption probability of each post [12] System Architecture - The system relies entirely on a Grok-based Transformer to learn relevance from user interaction sequences, eliminating the need for manual feature engineering [6] - Candidate models are isolated during the Transformer inference process, ensuring that post scores do not depend on the content of other posts in the batch, which guarantees score consistency and cacheability [7] - Multiple hash functions are used for embedding lookups in both retrieval and ranking processes [8] Prediction and Scoring - The model predicts multiple behavior probabilities rather than a single "relevance" score, enhancing the understanding of user engagement [9] - The final score for each post is a weighted combination of predicted adoption probabilities, with higher scores indicating a stronger recommendation for users [12] Pipeline Architecture - The candidate-pipeline framework provides a flexible structure for building recommendation pipelines, separating pipeline execution and monitoring from business logic [10] - It allows for parallel execution of independent stages and graceful error handling, facilitating the addition of new sources, hydration, filters, and scoring components [10]

Core Insights - The article discusses the innovative integration of AI in the gaming industry, specifically through the game "Supernatural Action Team" by Giant Network, which has achieved significant popularity and engagement [1][3][14] - The game features AI-controlled characters that interact with players in real-time, creating a dynamic and unpredictable gaming experience, which has garnered positive player feedback [10][11][16] Group 1: Game Features and AI Integration - "Supernatural Action Team" allows players to team up in a treasure-hunting adventure, with AI characters that can mimic human behavior and voice, enhancing the gameplay experience [1][3] - The AI characters, referred to as "dummies," can deceive players by pretending to be allies and then turning against them, adding a layer of strategy and excitement to the game [10][11] - The game has successfully integrated AI into its core gameplay, with AI participating in nearly 25 million matches within a week of its launch, showcasing its scalability and stability in high-concurrency environments [7][12] Group 2: Industry Impact and Player Reception - The gaming industry is increasingly embracing AI, but many applications remain in a "safe zone," where AI acts as a tool rather than a core gameplay element [8][9] - Concerns about player acceptance of AI in core gameplay have been prevalent, with a rising percentage of players believing AI could negatively impact the gaming experience [16] - However, "Supernatural Action Team" demonstrates that when AI is effectively integrated into gameplay, it can enhance player engagement and be well-received, challenging previous industry assumptions [16][17] Group 3: Company Strategy and Development - Giant Network has been strategically investing in AI development, establishing an AI lab in 2022 and integrating AI into their game development pipeline, which has led to the successful launch of "Supernatural Action Team" [13][14] - The company’s approach combines self-research, investment, and industry collaboration, positioning it as a leader in the integration of AI within gaming [13][14] - The success of "Supernatural Action Team" reflects the culmination of years of preparation and innovation, indicating Giant Network's commitment to pushing the boundaries of gaming technology [14][15]