题图来源：视觉中国 2023年9月21日晚，华为公司创始人任正非与南开大学新闻与传播学院院长、科技日报原总编辑刘亚东今年7月7日在深圳一间咖啡厅的对话最新曝光。 在对话过程中，任正非以"拉法尔喷管"来描述华为的研发体系: "喇叭口"吸收宇宙能量，经过理论研究，成熟的研究成果及人员经过拉法尔喷管快速在产 品端扩张，快速完成领先世界的产品。 任正非提到，跟大学的合作、基础研究部分，华为从来不考虑回报，到下面产品线时才有考核要求。而华为的产品如果不够先进，就不会拿出来卖。因 为"卖不了高价，也养不活队伍"。 任正非举例称，华为的AI集群已支持16000板卡，将来的一个超节点集群可管理几十万板卡，可支持超高速互联、超高效的液冷散热、瞬时爆发式供电， 达到系统高可用，这些都不弱于美国。他还在对话中披露了鸿蒙生态建设进展，他表示，国内现在有30多个操作系统都是基于鸿蒙开源构建的，涵盖了行 业终端、手机平板、家庭终端，加起来大概已经有6亿用户，世界排名第三。鸿蒙刚升级到4.0，升级以后，外面也会跟着升级。 任正非表示，华为会越来越困难，但华为也会越来越兴盛。"中国将来如果建立自己的标准体系，那这个标准体系肯定要比美国的好。 ...

数字原生代掀起科技风暴 全球极客盛宴再启新章 在代码与创意碰撞的数字时代，Z世代正以颠覆性的创造力重新定义技术边界。2023年，由两位00后极客领衔发起的AdventureX 全球黑客马拉松，以其独特的青春视角点燃了全球技术社群的热情。这场被誉为 "开发者世界杯"的顶级赛事， 不仅云集了六大洲的 新锐程序员，更凭借其开放共享的极客文化与突破性的项目孵化机制，持续刷新着人们对年轻一代技术能力的认知。 从硅谷到中关 村， 这场持续72小时的数字狂欢正在书写属于新一代技术领袖的传奇。 从校园到世界： AdventureX的成长之路 AdventureX的故事始于两位00后高中生—— 朱浩宇和徐晨 的大胆构想。在高二那年，他们萌发了一个为国内年轻人打造黑客松的 创意，并立即付诸行动，组建起一支充满活力的年轻团队。 经过九个月的艰苦奋斗，这个年轻的团队创造了令人瞩目的成绩：从零起步筹集到百万元赞助资金，成功邀约百余位来自科技和创 投领域的顶尖嘉宾。首届活动便吸引了全球182个国家和地区的近4500名参赛者，参赛群体涵盖中学生、大学生及年轻开发者等多 元背景。 今年，AdventureX实现全新突破：规模持续扩大，场地全 ...

Group 1 - The State Intellectual Property Office of China has published a patent application by Shandong Guodun Network Information Technology Co., Ltd. for an electronic signature processing method and system related to housing fund business process data, with publication number CN120297920A and application date of June 2025 [1] - The patent involves a method for processing housing fund contracts in PDF format, extracting key data and compensation data, and assessing tampering risks through hash value calculations [1] - The company has been active in the software and information technology services sector since its establishment in 2016, with a registered capital of 50 million RMB [2] Group 2 - Shandong Guodun Network Information Technology Co., Ltd. has made one external investment, participated in 56 bidding projects, and holds 4 patents along with 9 trademark registrations [2] - The company has also obtained 15 administrative licenses, indicating a diverse operational capability within its industry [2]

Group 1: Core Insights - State-owned enterprises (SOEs) are becoming the main drivers of AI application demand in China, shifting from infrastructure to specific AI applications [1][2] - The demand from SOEs is focused on cost control and efficiency improvement, particularly in defense and manufacturing sectors, indicating a strong and clear demand [2] - The B-end market is expected to see accelerated growth in AI software demand starting in the second half of 2025, benefiting software companies in this field [2] Group 2: Small and Medium Enterprises (SMEs) Market - SMEs are rapidly adopting low-cost, standardized vertical AI applications, typically using subscription models with annual fees ranging from 10,000 to 50,000 RMB [3] - This trend is facilitating the growth of AI applications and creating favorable conditions for traditional software vendors to transition to subscription models [3] - However, the market is becoming increasingly competitive due to low entry barriers [3] Group 3: C-end Market Challenges - The commercialization of C-end AI applications is progressing slowly compared to the B-end market, facing challenges from a weak consumer environment and intense competition from internet giants [4] - Even companies with large user bases are cautious in their monetization efforts [4] Group 4: Company Performance and Projections - Yonyou has achieved approximately 100 million RMB in pure AI product/module orders in the first half of 2025 [5] - Nancal's AI products generated around 270 million RMB in revenue in 2024, with expectations to nearly double in 2025 [5] - Beisen's AI products, including interviewers and leadership coaches, are part of the growing AI application landscape [6] - Chanjet aims to serve 500,000 end customers with its AI accounting and tax automation tools by 2025, reaching 1 million by 2026 [6] - Cursor's annual recurring revenue (ARR) exceeded 500 million USD by June 2025, indicating strong market demand [7] - Kling's video model achieved monthly revenue exceeding 10 million RMB in April/May [7] - Kingsoft Office's WPS AI reached approximately 20 million monthly active users by December 2024, focusing on product optimization and user engagement [8]

Core Insights - The information transmission, software, and information technology services industry is the highest income-generating sector in China, followed by finance and scientific research [1][2] - The fifth national economic census revealed significant growth in the industry, with 1.691 million legal entities and 15.067 million employees by the end of 2023, representing increases of 85.2% and 51.4% respectively since 2018 [1] Group 1: Employment Distribution - Beijing leads with 1.606 million employees in the information transmission, software, and information technology services sector, accounting for 12.2% of the city's total legal entity workforce [2] - Shanghai ranks second with 1.059 million employees, while Shenzhen has 968,800 employees in the same sector [3] - Guangzhou and Hangzhou follow with 705,500 and 655,000 employees respectively, showcasing a strong presence in the industry [4] Group 2: Economic Performance - In 2023, the software and information technology services sector in Beijing generated an added value of 525.2 billion yuan, growing by 13.3% year-on-year [2] - Shanghai's sector achieved a revenue of 1,737.33 billion yuan, marking a 156% increase since 2018, with Yangpu District's software and information technology services growing by 13.4% in 2024 [3] - Shenzhen's software and information services sector surpassed 300 billion yuan in added value, reflecting a growth of 21.4% [3] - Chengdu's sector reached 549,000 employees, with total revenue exceeding 1 trillion yuan for the first time, driven by the information transmission and software services [5]

Group 1 - Tencent Technology (Shenzhen) Co., Ltd. has applied for a patent titled "A Data Processing Method, Device, Equipment, Storage Medium, and Product" with publication number CN120296039A, filed on January 2024 [1] - The patent application describes a data processing method that includes obtaining a query plan, splitting it into multiple operator chains, and performing compilation analysis to determine execution modes based on compilation benefit and memory indication information [1] - The method aims to adaptively integrate one or more execution modes to complete the query plan, enhancing efficiency in data processing [1] Group 2 - Tencent Technology (Shenzhen) Co., Ltd. was established in 2000 and is primarily engaged in software and information technology services, with a registered capital of 2 million USD [2] - The company has invested in 15 enterprises, participated in 260 bidding projects, and holds 5000 trademark and patent information records, along with 472 administrative licenses [2]

Group 1 - Shandong Inspur Commercial Systems Co., Ltd. and Inspur Software Technology Co., Ltd. have applied for a patent titled "A Method and System for Accurate Tax Information Push" [1][2] - The patent aims to enhance tax information management using artificial intelligence, featuring steps such as taxpayer data collection, knowledge base construction, model optimization, taxpayer profiling, and information matching [1] - The new method improves the accuracy of tax information delivery compared to traditional methods, reducing the blind nature of previous push notifications [1] Group 2 - Shandong Inspur Commercial Systems Co., Ltd. was established in 2003 with a registered capital of 20 million RMB, focusing on software and IT services [1] - The company has invested in 3 enterprises, participated in 59 bidding projects, and holds 484 patents [1] - Inspur Software Technology Co., Ltd. was founded in 2020 with a registered capital of 380 million RMB, also focusing on software and IT services [2] - This company has invested in 75 enterprises, participated in 4,000 bidding projects, and holds 819 patents [2]

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]