作者 | 江江 编辑 | 宝珠 视觉 | 诺言 "从某种角度来说，我并不是来帮别人打广告的，但我真的觉得飞书非常好，它帮助了我，也帮助了小 鹏。所以我愿意来现身说法，讲讲小鹏如何使用AI，如何在飞书上构建很多自身的能力。" 7月9日，飞书无限未来大会上，小鹏汽车董事长兼CEO何小鹏围绕"AI与企业未来"的主题展开演讲，分 享了小鹏如何使用AI，如何在飞书上构建自身能力。 小鹏汽车董事长兼CEO何小鹏 分享了小鹏如何使用AI 何小鹏强调，应理性拥抱AI，有助力企业进阶与社会进步。他提出科技、群体、复利将是企业成功的三 大核心因素，认为AI将在数字、物理、人体、企业四大世界发挥关键作用。 小鹏汽车则通过飞书云文档、智能会议纪要等，将AI融入企业管理与业务各环节中，大大提升组织效 率。 AI已经融入到小鹏的各个环节 何小鹏最开始用飞书主要看中三个功能：沟通、日历和OKR。随着团队规模扩大，这些价值进一步放 大，同时引出了新的价值点。 其中，何小鹏认为最重要的功能是云文档。 为了让组织更加高效，从2023年开始何小鹏要求团队提高横、纵向效率，必要时还亲自拆部门墙、建横 向流程。他在内部提倡员工开会不要做PPT，全用云 ...

当代都市人最"亲密"的时刻，绝对有在早晚高峰地铁里，和陌生人交换体温和呼吸。 以下文章来源于网易数读 ，作者网易数读 网易数读 . 网易旗下栏目，用数据说话。 本文来自微信公众号： 网易数读 ，作者：木姜紫、叶榆北，数据：木姜紫，设计：秋瞳、卜卜脆， 原文标题：《中国三分之二的省，正在面临集体失血》，题图来自：视觉中国 只不过，一线城市曾经逼仄的车厢，如今似乎宽敞了些；而在杭州、武汉、合肥，越来越多人涌入早 班地铁，前胸贴后背成了常态。这些体感变化，映照的正是中国人口版图的重新洗牌。 2021 年，中国总人口达到峰值 14.126 亿；次年死亡人数首次超过出生人数，人口自然增长由正转 负，宣告持续 60 年的增长就此终结 [1] 。 与此同时， 常住人口流失，正以前所未有的速度，席卷中国三分之二的省份。 一、越来越多省份的常住人口在 减少 每年夏天，都是新一轮的离开。大学毕业季刚过，一批又一批年轻人背起行囊，他们中只有少数回到 家乡，更多的人，则走得越来越远。 翻看 2024 年全国 31 个省级行政区的常住人口数量，会发现 有 20 个地区的常住人口较上年减少，3 个基本持平，仅 8 个仍维持增长 [2] ...

Core Insights - The use of AI in recruitment, specifically through McDonald's McHire platform, has raised significant security concerns due to a major vulnerability that exposed sensitive applicant data [2][3][5] - The vulnerability allowed unauthorized access to approximately 64 million recruitment records, including personal information such as names, emails, and phone numbers [3][4] Group 1: Security Vulnerability - The McHire platform, utilizing the AI chatbot "Olivia" developed by Paradox.ai, had a critical security flaw that allowed easy access using default login credentials [3][5] - Independent security researchers discovered that the system could be breached in just 30 minutes using simple usernames and passwords, highlighting a lack of basic security measures [3][5] - The exposed data included personal information and chat histories, although it did not contain financial data or social security numbers [4] Group 2: Response and Accountability - Following the discovery of the vulnerability, both Paradox.ai and McDonald's confirmed the issue and took immediate action to rectify it, with Paradox.ai stating that all problems were resolved by July 1, 2025 [5][8] - McDonald's expressed disappointment in Paradox.ai for the security lapse, emphasizing the need for robust data protection measures [5][8] - Paradox.ai initiated a bug bounty program to identify future security weaknesses, indicating a commitment to improving their security protocols [5][8] Group 3: Industry Implications - The incident serves as a warning to companies about the risks of deploying AI workflows without adequate oversight, potentially exposing millions of users to unnecessary risks [8] - Experts stress that the issue lies not with AI technology itself but with the lack of fundamental security protections and governance mechanisms [8] - There is a call for AI systems that handle personal data to adhere to the same privacy protection and security standards as core business systems [8]

对每一位创业者来说，这些绝非遥远的新闻，在AI超级周期的洪流中，无论是巨头还是初创公司，都卷入了一场全新的淘汰赛。资本疯狂下注，技术日新月异，团 队身价暴涨……这一切都预示着，未来几年，谁能活下来、活得更好，将取决于你能否踩中产业变革的主线。 本周末，科技圈被两则重磅新闻刷屏：一则是Google以24亿美元收购AI初创公司Windsurf的核心团队及技术资产，进一步加码顶尖人才和前沿算法的"军备竞赛"； 另一则是马斯克旗下xAI新一轮融资后估值跃升至2000亿美元…… 这不只是科技巨头又一次"买买买"。新闻背后，是AI产业格局的巨变——资本与技术成为新的武器，巨头加速跑马圈地，新王者不断涌现，旧格局土崩瓦解，整个 行业似乎正在迎来洗牌。 不久前，2025年Coatue EMW（East Meets West）年会，Coatue 发布了2025年的主旨报告，结合最新行业动态，系统梳理了AI革命的关键趋势、产业链重构逻辑，以 及创业者如何在这场技术红利与竞争浪潮中找到自己的"生存之道"。 锦秋基金（公众号：锦秋集；ID：jqcapital）认为，这份报告也在一定程度上解释了诸如Google 收编Windsurf， ...

Group 1 - Nvidia's market capitalization has surpassed $4 trillion, making it the first publicly traded company to reach this milestone, driven by the shift in AI competition from model training to practical application [9][12][15] - The company's stock price reached a historic high of $164.10 on July 10, 2025, reflecting a rapid increase from $1 trillion to $4 trillion in just two years [12][15] - Nvidia's dominance in the AI chip market is evident, with approximately 76% of the world's top 500 supercomputers utilizing its GPUs, and major tech companies relying on its high-end chips for AI model training [15][19] Group 2 - The AI application landscape is rapidly evolving, with a significant increase in AI usage among enterprises, rising from 20% in 2017 to 78% in 2024, leading to a substantial return on investment [21][22] - Companies are increasingly embedding AI into their core operations, with Microsoft reporting that 52% of enterprises are using Microsoft 365 Copilot, potentially generating an additional $25 billion in revenue by FY2026 [22] - The competition for AI talent is intensifying, as evidenced by Google's acquisition of the Windsurf team for $2.4 billion, highlighting the ongoing battle for skilled personnel in the AI sector [44][45] Group 3 - The demand for AI-driven applications is reshaping industries, with significant advancements in sectors like manufacturing and healthcare, where AI is optimizing processes and improving efficiency [26][27] - The focus of AI development is shifting from model training to inference, necessitating a robust infrastructure and energy supply to support the growing computational needs [30][31] - Major cloud providers are expected to invest $320 billion in infrastructure this year, with a significant portion directed towards Nvidia, indicating the critical role of AI services in the future [29][30]

Core Insights - Nvidia has achieved a market capitalization of $4 trillion, becoming the first company to reach this milestone, reflecting a significant shift in the AI industry from model training to practical application [2][3] - The rapid growth of Nvidia's market value from $1 trillion to $4 trillion in just two years highlights its pivotal role in the AI revolution and infrastructure [5][6] - The demand for AI capabilities has surged, with Nvidia's GPUs dominating the high-end AI chip market, as evidenced by their use in approximately 76% of the world's top 500 supercomputers [6][12] Company Performance - Nvidia's stock price reached a historic high of $164.10 on July 10, 2023, contributing to its rapid market value increase [2][3] - The company's revenue for the fiscal year 2024 is projected to exceed $120 billion, with a remarkable net profit margin of 58% [6] - Analysts predict that Nvidia's market capitalization could reach $5 trillion within the next 18 months, indicating strong future growth potential [5] AI Market Dynamics - The AI landscape is shifting towards practical applications, with a significant increase in AI usage among enterprises, rising from 20% in 2017 to 78% in 2024 [15] - Companies are seeing substantial returns on AI investments, with an average return of $3.7 for every dollar spent [15] - Major tech companies are heavily investing in AI infrastructure, with an estimated total investment of $320 billion in 2024 [24] Consumer and Industrial Applications - AI applications are rapidly integrating into daily life and industrial processes, leading to a massive demand for computational power [13][21] - In the consumer sector, AI tools like ChatGPT are gaining traction, with 225 million daily active users, while Google maintains a significant user base of 2 billion [17][18] - In industrial applications, companies like Airbus and Nike are leveraging AI for efficiency improvements, such as reducing component weight and optimizing designs [21] Future Trends - The focus of AI development is shifting from model training to inference, necessitating advancements in computational efficiency and energy consumption [22][24] - Major tech firms are exploring renewable energy solutions to support their AI operations, with significant investments in solar, wind, and nuclear energy [25] - The competitive landscape is evolving, with a potential "supplier lock-in" effect as users become accustomed to specific AI platforms, solidifying the dominance of leading companies like Nvidia [27]

时令 发自 凹非寺 量子位 | 公众号 QbitAI 下面我们来看看，这一与多数人直觉相悖的结果是如何得出的。 用AI，有经验的开发者反倒被拖慢了？ 在一项基于真实开源项目的实验中，研究者发现使用AI工具不仅没有提升开发效率，反而让 任务时间增加19% 。 这简直与人们预测的结果完全相反。 网友也表示，没有AI辅助写代码，痛苦面具真的要出来了。 16位经验开发者实测AI使用效率 为了直接评估AI工具对开发者生产效率的影响，研究者让 16位经验丰富的开发人员 完成 246项任务 ，这些任务都是在知名开源代码仓库中 （平均23000星，1100000行代码）。 每项任务被随机分配是否允许使用AI工具。若需要使用AI工具，主要是使用Cursor Pro搭配Claude 3.5/3.7 Sonnet。 随后，研究团队记录开发者在不同条件下完成任务所花费的时间，并收集他们在工作时的屏幕录像。 在这个实验中，每位开发者都会提供一份自己代码仓库中的真实任务列表，作为本次研究的工作内容。 这些任务通常是错误报告、功能请求或用于协调开发的工作项，内容从简短的问题描述到详细的分析不等，所需时间也从几分钟到数小时不 等。 收集完任 ...

点开一个新APP，不给权限就只能"劝退"；明明没点续费，银行卡却莫名被扣钱；想找人工客服，得和 AI不停打太极……这些困扰用户的问题，如今有了更明确的规范来约束。 近日，工业和信息化部组织中国互联网协会和中国信息通信研究院发布《移动互联网应用服务用户权益 保护合规管理指南》，聚焦算法透明度、服务续费规范、投诉响应机制等六大核心领域，为APP运营设 立了更为清晰、严格的合规边界。 我国拥有海量的APP，覆盖电商、资讯、社交、生活服务等多领域，在很大程度上满足了人们衣食住行 用等多方面需求。APP为用户提供服务、便利生活的同时，也常常带来"不授权就不能用"的无奈、"不 知情即被扣费"的陷阱、"被算法精准操控"的隐忧，让人用得不踏实。 （文章来源：经济日报） 这反映出，一些APP运营者仅将用户视为经营资源，而非服务对象，背离了"以用户为中心""以安全为 重心"的理念。这种依赖过度索权、隐蔽扣费、算法黑箱等不当手段牟取短期利益的行径，不仅侵害用 户权益，更扰乱市场秩序。 APP是用户享受移动互联网各种丰富应用的窗口，是对移动互联网服务水平最直观的感知。在数字经济 迈向高质量发展的关键阶段，《指南》的推出恰逢其时，这是 ...

Market Overview - The U.S. stock market experienced declines across major indices, with the S&P 500 down 0.33% and the Dow Jones down 0.63% for the week, while the Nasdaq fell 0.22% [4] - Concerns over inflation due to tariffs led to a sell-off in U.S. Treasuries, with the 10-year yield rising nearly 6 basis points [2][6] - The dollar index rebounded, gaining 1% for the week, while Bitcoin surged nearly 5% [2] - Gold and silver prices increased, with gold rising over 1.3% and silver reaching a near 14-year high [2] Key News - U.S. Treasury reported a budget surplus in June, marking the first time tariff revenues exceeded $100 billion in the fiscal year [11] - Trump's new tariffs, termed "Tariff 2.0," have raised concerns about their impact on U.S. technology giants and the broader economy [9] - The EU reportedly abandoned its digital tax plans, indicating a strategic shift to secure favorable trade terms with the U.S. [9] - High-profile meetings between U.S. and Chinese officials suggest ongoing diplomatic efforts to manage trade tensions [9] Company Developments - Goldman Sachs has begun employing AI for coding tasks, significantly reducing human intervention in software development [13] - Apple plans to launch a series of new products in 2026 to boost revenue growth, including new iPhones and iPads [20] - Oracle and Google have both agreed to provide significant discounts on cloud services to the U.S. government, reflecting a desire to improve relations with the current administration [21] Economic Indicators - The Chicago Fed President indicated that new tariffs could delay interest rate cuts, complicating the Federal Reserve's monetary policy outlook [12] - Analysts predict that the U.S. economy may face rising inflation as tariffs impact import costs, with core CPI expected to rebound to 3.3% in Q4 [14]

Company Overview - Shanghai Tushan Technology Co., Ltd. has been established with a registered capital of 30 million RMB [1] - The legal representative of the company is Mu Qinfeng, and it is wholly owned by Shanghai Yuyuyu Trading Co., Ltd. [1] Business Scope - The company focuses on carbon reduction, carbon conversion, carbon capture, and carbon storage technology research and development [1] - Additional services include information consulting (excluding licensed information consulting), data processing, IoT technology services, and various sales related to computer hardware and software [1] - The company also engages in the sale of new energy vehicle accessories, smart agricultural equipment, and office equipment [1] Registration Details - The company is registered in the information transmission, software, and information technology services industry, specifically in software development [1] - The registered address is located at 137 Haining Road, 7th Floor, Hongkou District, Shanghai [1] - The business license is valid until July 11, 2025, with no fixed expiration date thereafter [1]