作者 | 林夕@知乎 来源 | 青稞AI 原文链接： https://zhuanlan.zhihu.com/p/690801254 点击下方 卡片 ，关注" 自动驾驶之心 "公众号 戳我-> 领取 自动驾驶近30个 方向 学习 路线 >>自动驾驶前沿信息获取 → 自动驾驶之心知识星球 本文只做学术分享，如有侵权，联系删文 面试情况 投过的公司 ：淘天，字节，蚂蚁，商汤，美团，夸克，腾讯，minimax，零一万物，阿里控股，潞晨科技，阿里巴巴国际，网易实验室，Momenta。 Offer ：淘天，字节AML，商汤，蚂蚁，美团，夸克，腾讯混元，天翼云。 以下是面经分享 淘天【offer】 部门：未来生活实验室 介绍: 淘天集团的大模型研究将主要围绕两个场景展开：一是搜广推，二是逛逛的内容化。团队组建工作由淘天集团CEO戴珊、淘天集团CTO若海、阿里妈妈 CTO郑波等人共同牵头。 面经 一面： HR面： 面试体验 面试体验很好。HR也没有那么咄咄逼人。阿里味不是特别明显。最终权衡也选择来了淘天，有兴趣来我们这边的欢迎投递简历，有卡（****张）。 字节AML【offer】 部门：AML火山方舟大模型 介绍： 淘天集 ...

Group 1 - Ele.me is piloting the cancellation of overtime deductions for delivery riders, replacing it with a new service points system to enhance rider experience and operational capacity [1] - The pilot program is currently being tested in cities such as Nantong, Changzhou, Jieyang, and Jingdezhen, with plans for broader implementation in October [1] Group 2 - J&T Express reported a total parcel volume of 7.68 billion for Q3 2025, marking a year-on-year increase of 23.1% [2] - The Southeast Asian market saw a significant growth of 78.7%, while the Chinese market grew by 10.4%, indicating a strong performance in both regions [2] - The management highlighted that the increasing sensitivity of e-commerce platforms to fulfillment costs is driving market changes, with smaller logistics providers likely to exit [2] Group 3 - AliExpress announced the schedule for its overseas "Double 11" and "Black Friday" events, starting from November 8 and running until December 3 [3] - The platform aims to focus on commission incentives, overseas hosting, and brand expansion, offering up to 7% commission for quality third-party sellers [3] - This strategy is a response to competitive pressures from TikTok Shop and Temu, emphasizing supply chain and operational advantages [3] Group 4 - JD.com is collaborating with CATL and GAC Group to launch a "National Good Car" during the Double 11 shopping festival, focusing on user insights and exclusive sales [4] - The partnership delineates roles clearly: GAC for manufacturing, CATL for battery technology, and JD.com for sales and consumer insights [4] - The effectiveness of this online exclusive sales model remains uncertain due to the complexity of automotive purchasing decisions and competitive industry dynamics [4]

Core Insights - Southbound capital has significantly flowed into the Hong Kong stock market, reaching a cumulative net inflow of 11,985.67 billion HKD as of October 14, marking a historical high for the year [1][2] - The Hang Seng Index has risen over 26% this year, with the Hang Seng Tech Index increasing by over 32%, driven by substantial inflows from southbound capital [1][4] - Despite recent market adjustments, analysts believe the long-term upward trend for Hong Kong stocks remains intact, with expectations for continued growth [5][6] Southbound Capital Inflows - Southbound capital has been the largest source of incremental funds for the Hong Kong stock market this year, with over 80% of trading days showing net inflows [2] - The peak single-day net inflow occurred on August 15, with 358.76 billion HKD [2] - As of October 13, southbound capital holdings reached 5,458.21 billion shares, with a market value of 6.35 trillion HKD, reflecting significant increases since the beginning of the year [2] Sector and Stock Performance - The financial, information technology, and consumer discretionary sectors have the highest market values held by southbound capital, amounting to 14,032.34 billion HKD, 13,707.60 billion HKD, and 9,006.28 billion HKD respectively [2] - Major stocks such as Tencent Holdings and Alibaba have seen substantial increases in holdings, with Tencent exceeding 6,800 billion HKD [2][3] Market Adjustments and Future Outlook - The Hong Kong stock market has experienced a correction, with the Hang Seng Index dropping over 5% and the Hang Seng Tech Index over 8% in October [5] - Analysts suggest that while short-term volatility may persist, the long-term outlook remains positive, supported by domestic growth policies and stable capital inflows [5][6] - The technology sector is expected to benefit from current industry trends, with potential for new highs in the fourth quarter [6]

大型蓝筹股多数上涨，汇丰控股收报103.922港元，较香港收市涨1.98%;腾讯控股收报623.857港元，较香港收市涨0.46%。 智通财经APP获悉，周二美股三大指数涨跌不一。恒生指数ADR上涨，按比例计算，收报25667.98点，较香港收市涨226.63点或0.89%。 | 序号 | 名称 | 港股代码 | 最新价 | 涨跌额 | 涨跌幅 | ADR代在 | ADR换算价 | 较港股升跌 | 较港股升跌% | ADRE | | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | --- | | 1 | 腾讯控股 | O 00700 | 621.000 | 18.000 | -2.82% | TCEHY | 623.857 | +2.857 | 0.46% | 80 | | 2 | 阿里巴巴-W | 09988 | 155.600 | -7.000 | -4.31% | BABA | 158.258 | +2.658 | 1.71% | 162 | | 3 | 建设银行 | 00939 | 7.490 | +0.170 | 2.32% | ...

Group 1 - Southbound capital has seen a cumulative net inflow of 11,985.67 billion HKD as of October 14, marking a historical high for the year and more than double the amount from the same period in 2024 [1][2] - The Hang Seng Index has risen over 26% and the Hang Seng Tech Index has increased over 32% year-to-date, with stocks having a market capitalization exceeding 1 trillion HKD showing an average increase of over 30% [1][2] - Over 80% of trading days this year have recorded net inflows from southbound capital, indicating strong investor interest in the Hong Kong stock market [1] Group 2 - As of October 13, southbound capital holdings reached 5,458.21 billion shares, an increase of 821.50 billion shares since the beginning of 2025, with a total market value of 63,500 billion HKD, up by 27,700 billion HKD [2] - The financial, information technology, and consumer discretionary sectors have the highest holdings, with values of 14,032.34 billion HKD, 13,707.60 billion HKD, and 9,006.28 billion HKD respectively [2] - Major stocks held by southbound capital include Tencent Holdings at over 6,800 billion HKD and Alibaba-W, China Mobile, and others exceeding 2,000 billion HKD [2] Group 3 - Analysts suggest that Hong Kong's tech and consumer assets are attractive due to their scarcity and relevance to current trends like AI applications and new consumption [3] - Despite recent market adjustments, the long-term upward trend for Hong Kong stocks is expected to continue, supported by domestic growth policies and stable investor sentiment [3][4] - The fourth quarter is anticipated to see continued inflows into Hong Kong stocks, particularly in the tech sector, with the Hang Seng Tech Index expected to have the most significant upside potential [3][4]

证券之星消息，10月14日南向资金减持1092.95万股阿里巴巴-W（09988.HK）。近5个交易日中，获南 向资金增持的有3天，累计净增持4005.76万股。近20个交易日中，获南向资金增持的有18天，累计净增 持3.97亿股。截至目前，南向资金持有阿里巴巴-W（09988.HK）21.37亿股，占公司已发行普通股的 11.18%。 阿里巴巴集团控股有限公司提供技术基础设施及营销平台。该公司运营七个业务分部。中国商业分部包 括中国零售商业业务如淘宝、天猫、盒马等以及批发业务。国际商业分部包括国际零售及批发商业业 务，如Lazada、速卖通等。本地生活服务分部包括基于位置业务，如饿了么、高德、飞猪等。菜鸟分部 包括国内及国际一站式物流服务及供应链管理解决方案。云业务分部包括向国内外企业提供公有云服务 和混合云服务，如阿里云及钉钉。数字媒体及娱乐分部包括优酷、夸克和阿里影业，以及其他内容和分 销平台以及线上游戏业务。创新业务及其他分部包括达摩院、天猫精灵及其他业务。 以上内容为证券之星据公开信息整理，由AI算法生成（网信算备310104345710301240019号），不构成 投资建议。 | 交易日 | 持 ...

Core Insights - Alibaba's aggressive investment in quick commerce is showing promising results, with a 12% year-over-year revenue growth in the first quarter of fiscal 2026, driven by Taobao Instant Commerce [1][9] - The platform has significantly increased user engagement, achieving over 80 million average daily orders and nearly 300 million monthly active consumers, contributing to a 25% rise in Taobao's MAUs [1][9] - However, this expansion has negatively impacted profitability, with adjusted EBITDA declining by 14% year-over-year and free cash flow turning negative due to high capital demands [2][9] Financial Performance - The quick commerce segment's revenue growth is supported by a large addressable market of 30 trillion RMB, with consensus estimates predicting 5% revenue growth in fiscal 2026 and 12% in fiscal 2027 [4] - BABA shares have increased by 96.7% year-to-date, outperforming the Zacks Internet – Commerce industry and the Zacks Retail-Wholesale sector, which grew by 5.1% and 3.3%, respectively [7] Competitive Landscape - JD.com is a key competitor, rapidly expanding its JD NOW service and ensuring faster fulfillment through its advanced logistics network, although this could pressure its margins due to heavy investments [5] - PDD Holdings is emerging as a strong challenger with its asset-light model, focusing on affordability and social commerce, which poses a strategic threat to Alibaba's capital-intensive approach [6] Valuation Metrics - Alibaba's stock is currently trading at a forward 12-month Price/Earnings ratio of 18.11X, compared to the industry's 23.14X, indicating a relative undervaluation [10] - The Zacks Consensus Estimate for fiscal 2026 earnings is $6.97 per share, reflecting a 22.64% year-over-year decline [13]

数据截至10月14日23:31 记者丨叶麦穗 郑青亭 刘雪莹 编辑丨包芳鸣 和佳 江佩霞 北京时间10月14日晚，美股三大股指回调，纳斯达克综合指数一度跌近2%。 截至23:30左右，英特尔跌5.5%，英伟达、博通跌超3%，甲骨文、特斯拉、台积电等热门股均明显下跌。 | 1小时爆仓 | $0 | 4小时爆仓 | $0 | | --- | --- | --- | --- | | 多車 | $0 | 多東 | $0 | | 空車 | $0 | 空車 | $0 | | 12小时爆仓 | $0 | 24小时爆仓 | $0 | | 念東 | $0 | 多東 | $0 | | 空車 | $0 | 空車 | $0 | 白 银 、 原 油 下 | | | 加密货币集体大跌，比特币跌2.25%，以太坊跌破4000美元关口。 近24小时内超20.6万人爆仓，爆仓金额近6.7亿美元。 | 而中 | 价格 | 价格(24h%) | | --- | --- | --- | | 日 BTC | $111350.1 | -2.25% | | ETH | $3969.19 | -3.00% | | III SOL | $196.04 | + ...

Core Viewpoint - The Nasdaq China Golden Dragon Index experienced a significant decline of 2.69%, with major Chinese concept stocks also falling, attributed to escalating Sino-U.S. trade tensions [1] Market Performance - Major Chinese concept stocks such as 房多多 (DUO.US) fell over 5%, while 阿里巴巴 (BABA.US), 小鹏汽车 (XPEV.US), and 理想汽车 (LI.US) dropped more than 3%, and 好未来 (TAL.US) decreased over 2% [1] - The Hang Seng Index declined by 1.73%, and the Shanghai Composite Index fell by 0.62% [1] Analysis and Outlook - Analysts from 东方证券 noted that the impact of the current trade war is somewhat weaker than expected, but there remains potential for fluctuations in the future [1] - The outlook suggests that while the upward recovery may be delayed, the overall upward trend in the market is unlikely to change [1]

Core Insights - The article discusses the transformative impact of artificial intelligence (AI) on software development, highlighting the rapid growth of the AI coding tools market, which is projected to reach $25.7 billion by 2030 with a compound annual growth rate (CAGR) exceeding 24% [2][12] - AI-generated code now accounts for 41% of global code output, significantly enhancing developer productivity by an average of 88% [2] Overview of Main AI Coding Tools - The AI coding tools market in 2025 features four main categories: 1. Full-spectrum tools like Tencent Cloud's CodeBuddy, covering the entire software development lifecycle [2] 2. Native large model tools such as Alibaba's Tongyi Lingma and Huawei's CodeArts, focusing on code generation efficiency and quality [3] 3. Plugin ecosystem tools like GitHub Copilot and JetBrains AI, integrating seamlessly into popular IDEs [3] 4. Open-source customizable tools like Meta's CodeLlama and Zhiyuan AI's CodeGeeX, supporting local deployment and customization [3] Key Features of Leading Tools - Tongyi Lingma (Alibaba Cloud): Enterprise-level security and compliance, suitable for large enterprises and government sectors, supports over 200 programming languages [6] - Trae (ByteDance): High accuracy in Chinese semantic understanding, ideal for small to medium front-end projects [6] - CodeBuddy (Tencent Cloud): Multi-form collaboration, adaptable to various user levels [6] - GitHub Copilot (Microsoft/OpenAI): Mature ecosystem and team collaboration benchmark, integrated with GitHub [7] - Cursor (Anysphere): Multi-modal interaction capabilities, strong for large projects [7] - Claude Code (Anthropic): Exceptional in complex logic and algorithm processing [7] - CodeGeeX (Zhiyuan AI): Open-source and free, supports localized deployment [7] - CodeFuse (Ant Group): Financial-grade security compliance, suitable for finance and insurance sectors [7] Trends in AI Coding Tools - The future of AI coding tools is characterized by three major trends: 1. Agentization, where AI evolves from a passive tool to an active collaborator, capable of completing full development cycles autonomously [9][10] 2. Multi-modal integration, allowing programming through various input methods, enhancing collaboration between design, development, and testing [10] 3. Localization and compliance, with domestic tools focusing on data security regulations, particularly in sensitive sectors like finance and government [10] Selection Criteria for AI Coding Tools - Developers are advised to choose tools based on team size and budget, with free or cost-effective options for individuals and small teams, while larger enterprises should consider comprehensive, secure solutions [11] - Selection should also be based on specific development scenarios, such as financial applications or data analysis, to maximize efficiency [11] - Combining different tools can enhance overall productivity, as demonstrated by a case study showing a 20% increase in development efficiency [11]