AI照骗充斥网络，网友现在买东西都得先当侦探："这图到底是不是真的？" 当下，商家利用AI技术做营销获客十分普遍，其实很多做法是在法律红线上蹦迪。今年9月我国正式开 始施行《人工智能生成合成内容标识办法》，明确规定：所有AI生成的内容，都得打上"AI制造"的标 签。 21世纪经济报道记者章驰实习生邓凯 你还在相信这些所谓"真实用户"分享的装修攻略吗？其实都是AI一键生成的"演员"！ 社交媒体上夫妻站毛坯房前笑容满面的合照，仔细看人物表情像复制粘贴，背景透视关系非常诡异。这 些"AI假博主"最近在装修界盛行，使用的画面和文案高度相似。开头必说"装修水太深"，评论区网友询 问靠谱公司推荐，就立刻逐一留言"已私信"。注意，对面可能就是个自动回复机器人。 不止装修！我们曾经报道过外卖大战里的虚假宣传，商家用AI批量生成精致的门店照，伪装成堂食 店。也有媒体爆料过直播间用AI造假背景来冒充工厂和源头产地。 要治理AI"照骗"，社会不仅要构筑法律、监管与技术的防线，更需要你我重塑对AI的认知和使用的规 则，在提高AI鉴别能力的同时，每个人用AI创作时务必做到主动标记。 ...

Core Viewpoint - The article discusses a significant cyber attack on Kuaishou's live streaming feature, which occurred on December 22, 2025, leading to the dissemination of inappropriate content and raising concerns about the platform's security measures and response capabilities [1][10][12]. Incident Overview - Kuaishou's live streaming function was attacked around 22:00 on December 22, 2025, resulting in a temporary disruption of services, although other functionalities remained unaffected [1]. - The attack involved the posting of a large amount of pornographic content in multiple live streams, with one stream reportedly reaching an audience of 100,000 viewers before being shut down [4][5]. Response and Investigation - Kuaishou has initiated an emergency response plan, reported the incident to law enforcement, and is taking legal measures to protect its interests and those of its shareholders [1]. - Experts suggest that the attack was likely organized and may have exploited vulnerabilities in Kuaishou's system, particularly in the live streaming interface [10][12]. - The incident has been classified as a P0-level accident, indicating a severe impact on core business functions, necessitating immediate and high-level intervention [11]. Security Implications - The attack highlights the shift towards automated attacks by cybercriminals, which can overwhelm traditional manual content moderation systems [12]. - Experts emphasize the need for Kuaishou to enhance its security protocols, including the establishment of automated response mechanisms to quickly identify and mitigate such threats [11][12]. Financial Context - Kuaishou reported a revenue increase of 14.2% year-on-year to 35.6 billion yuan in Q3, with significant growth in operating profit and adjusted net profit [14]. - Following the incident, there was a notable reaction in the A-share cybersecurity sector, with several stocks experiencing gains [14].

Core Viewpoint - The labor brand in Hangzhou is undergoing a significant transformation, evolving from traditional craftsmanship to new digital roles, reflecting the integration of technology and culture in the labor market [8][9][15]. Group 1: New Labor Brands - The emergence of new labor brands such as "Hangzhou AI Animation Maker," "Hangzhou AI Application Engineer," "JianDe Tofu Bun Master," and "ZhongTai Bamboo Flute Maker" showcases a path towards shared prosperity in the digital age [9][10]. - The "ZhongTai Bamboo Flute Maker" brand has a production ecosystem that includes R&D, manufacturing, sales, and training, with an annual sales volume of 4.5 million flutes, accounting for over 85% of the global market share, and generating an industry output value of 350 million yuan [9][10]. - The "JianDe Tofu Bun Master" brand has trained over 10,000 certified masters and created 50,000 jobs, with an annual output value exceeding 5 billion yuan through a standardized production and sales process [10]. Group 2: Digital Integration and Training - The "Hangzhou AI Animation Maker" brand utilizes AIGC technology, achieving a 10-fold increase in efficiency for animation production and a 70% reduction in costs for e-commerce advertising [11]. - The "Hangzhou AI Application Engineer" brand focuses on training professionals to develop AI applications, with over 1 million practitioners and more than 1 million AI applications generated [11][12]. - Hangzhou has cultivated 58 labor brands, involving over 320,000 enterprises and training more than 514,600 individuals annually, contributing to an industry output value exceeding 490 billion yuan [12]. Group 3: Ecosystem Development - Hangzhou has established a "four-dimensional integrated" ecosystem to support the growth of labor brands, leveraging policies, digital empowerment, brand development, and industry-education integration [13][14]. - The city promotes a collaborative approach to talent cultivation, bridging the gap between education and industry needs, and has initiated a digital skills talent training evaluation alliance [14][15]. - The ongoing development of labor brands in Hangzhou is redefining the concept of "skills" in the digital era, aiming for standardization, specialization, and branding of labor services [15].

作为网络安全与风控机制的资深从业者，卢圣龙比绝大多数人更早地得知了快手直播事故。 12月22日，刚过晚上10点，他所在的网络安全行业的内部群聊开始陆续弹出截图——快手直播界面中出 现了一些明显违规的内容。随后，在快手自己的应急响应中心群里也出现了同样的消息。卢圣龙和业内 技术专家们猜测着是否是某个审核模块"临时挂掉"。但随着截图、录屏越来越多，传播范围迅速扩大， 他才意识到：这不是一次简单的技术故障。 当晚，快手大量直播间同时出现涉黄、低俗和血腥暴力内容，部分直播间观看人数近10万。截图与视频 如病毒般在各社交平台和群组扩散。在经历限流、封禁后，快手最终以直接下架直播入口的形式，才控 制住态势。直播功能在零点45分左右基本恢复。 整个过程持续了约两小时。快手随即发布公告，称"遭到黑灰产攻击"。 卢圣龙在网络安全领域从业13年，目前是一家网络安全公司安全攻防实验室的负责人，工作之一是作为 授权黑客，测试一些单位或公司的网络安全。 他说，事故发生之后，业内讨论焦点并不在于攻击本身，而在于快手的风控系统为何被击穿，以及在约 两小时的异常窗口期里，平台为何没能迅速切换至应急状态。"这个bug的产生有可能是因为算法故障 ...

Market Performance - The Hang Seng Index closed at 25,774, down 0.11% for the day but up 28.49% year-to-date [1] - The Hang Seng Tech Index fell by 0.69% to 5,488, with a year-to-date increase of 22.85% [1] - The Dow Jones Index rose by 0.16% to 48,442, with a year-to-date increase of 13.86% [1] - The S&P 500 Index increased by 0.46% to 6,909, marking a year-to-date rise of 17.48% [1] Commodity Prices - Brent crude oil is priced at $62.08 per barrel, with a 1-month increase of 0.23% but a 6-month decline of 9.20% [2] - Gold is trading at $4,482.75 per ounce, up 8.36% over the past month and 33.07% over the past six months [2] - Silver has seen a significant increase of 35.24% in the last month and 92.43% over the last six months, priced at $69.482 per ounce [2] Economic Indicators - The U.S. GDP annualized growth rate for Q3 is reported at 4.3%, exceeding expectations and marking the fastest growth in two years [4][9] - The National Energy Administration reported a 52% year-on-year increase in electric vehicle charging infrastructure by the end of November [13] - The Ministry of Housing and Urban-Rural Development emphasized stabilizing the real estate market and implementing a "current housing sales system" to mitigate delivery risks [14][15] Company-Specific News - Vanke (02202.HK) faces increased risk of default on $1.3 billion in debt, with creditors refusing to extend repayment terms [16] - Kuaishou (01024.HK) reported incidents of inappropriate content in live streams and has taken action to address the issue [17] - New World Development (00086.HK) is investing up to $100 million in acquiring JHG (JHG.US), a global asset management company [18] IPO and Market Activity - The recent IPO of Nobikang saw a dramatic increase of 363.75% on its first day, while another IPO, Hantse Aitai, dropped by 46.25% [28] - Upcoming IPOs include Lin Qingxuan in the beauty and skincare sector, with a proposed price of HKD 77.77 [28] Currency Performance - The Renminbi Index stands at 97.880, with a 1-month increase of 0.05% and a 6-month increase of 2.50% [7] - The U.S. Dollar Index is at 97.921, down 2.26% over the past month [7]

Core Viewpoint - Kuaishou Technology, one of China's largest short video platforms, experienced a significant cyber attack on December 22, leading to the broadcast of inappropriate content on its live streaming channels, marking one of the largest security incidents in the Chinese internet sector in recent years [2][11]. Group 1: Incident Details - The cyber attack resulted in a peak of nearly 100,000 viewers in some live streaming rooms, prompting Kuaishou to temporarily suspend its live streaming services [2]. - Following the attack, Kuaishou's stock price fell nearly 6% at the opening of the Hong Kong stock market, closing with a decline of 3.52% [2]. - Kuaishou reported that the platform was targeted by black and gray market attacks, and they have since implemented emergency measures to restore normal service [2][11]. Group 2: User Impact and Response - The incident led to a surge in Kuaishou's visibility on social media, with the app climbing to the second position in the Apple App Store download rankings in China, surpassing other competitors [4]. - There were rumors regarding potential security breaches affecting WeChat accounts, which were later debunked by WeChat officials [4]. - Kuaishou is reportedly intensifying its recruitment for security positions, although some job postings predate the attack [6]. Group 3: Security Analysis - Experts suggest that the attack was likely a well-organized external hacking effort, exploiting vulnerabilities in the live streaming interface and bypassing Kuaishou's content review processes [8]. - The incident highlights significant vulnerabilities in Kuaishou's risk control and security defense systems, as traditional manual defenses are inadequate against automated attacks [8][9]. - The complexity of live content moderation poses unique challenges, making it more susceptible to attacks compared to static content [9]. Group 4: Financial Implications - Kuaishou's live streaming business, which accounted for 26.9% of total revenue in Q3 2025, is under scrutiny due to the potential impact of this incident on its operations [11]. - The company has issued a warning to investors regarding the potential risks associated with trading its securities following the attack [11].

Core Viewpoint - Kuaishou's live streaming function faced a significant network attack, leading to the dissemination of extreme violations including obscene and violent content, which exposed vulnerabilities in the company's security and risk management systems [1][4]. Group 1: Incident Overview - On December 22, Kuaishou's live streaming feature was attacked, resulting in a surge of inappropriate content on the platform [1]. - The attack was characterized by a large number of newly registered accounts simultaneously broadcasting pre-recorded illegal videos, indicating an automated and organized effort [2]. - Kuaishou implemented emergency measures, including a "no-difference shutdown" of the live streaming channel, and other services experienced temporary disruptions [2]. Group 2: Response and Recovery - Kuaishou announced that the live streaming function was gradually restored by December 23, and other services remained unaffected [2]. - The company condemned the illegal activities and reported the incident to law enforcement, emphasizing its commitment to compliance and user safety [2]. Group 3: Security Vulnerabilities - Experts highlighted multiple deficiencies in Kuaishou's security mechanisms, including the failure of real-time monitoring systems and content review processes during the attack [4]. - The lengthy decision-making chain and lack of effective crisis management plans were also criticized, indicating inadequate preparedness for coordinated attacks [4]. Group 4: Legal and Financial Implications - Legal experts noted that Kuaishou could still bear responsibility for the incident despite it being an external attack, as platforms are required to manage content and ensure security [5]. - Potential penalties for failing to meet security obligations could reach up to 1 million yuan or 5% of the annual revenue for responsible individuals [5]. - Following the attack, Kuaishou's stock price fell by 3.52%, closing at 64.350 HKD per share, with a total market capitalization of 277.9 billion HKD [6].

智通财经记者 胡含嫣 范佳来 实习生 周家钰 国内头部直播平台快手遭遇黑产攻击，暴露出其在应急机制上的漏洞。 12月23日午间，快手（01024.HK）在港交所公告称，公司快手应用的直播功能于2025年12月22日22:00 左右遭到网络攻击，公司已第一时间启动应急预案，经全力处置与系统修复，快手应用的直播功能已逐 步恢复正常服务。 公告称，快手应用的其他服务未受影响。公司始终严守合规底线，坚决反对任何违规内容及行为。公司 强烈谴责黑灰产的违法犯罪行为，已就上述事宜向公安机关报警并向相关部门报告，并将视情况采取其 他适当的法律补救措施，以保障本公司及其股东的权益。 曲子龙解释道，正常情况下，各个平台都会有AI（人工智能）+人工的视频内容审核服务。然而，一旦 需要鉴定的视频集中式爆发，原本准备的视频智能审核的云投入的并发不够大，就和遭遇了DDoS（分 布式拒绝服务工具）一样，一堆需要审核的内容同一时间疯狂涌入到智能AI审核任务里，造成审核能 力无法实时完成，出现了队列和拥堵。 曲子龙表示："如果是灰黑产的群控攻击，那么真的是堪称'黑灰产史无前例的教科书攻击'了，毕竟以 往黑灰产只是集中注册账户、你关了我再继续发 ...

Core Viewpoint - Kuaishou's live streaming feature was attacked on December 22, 2025, leading to a significant disruption, but the company has since restored normal service [1][3]. Group 1: Incident Details - The attack occurred around 22:00 on December 22, resulting in a surge of accounts creating live streams featuring illegal content such as pornography and violence [3][4]. - Kuaishou reported the incident to law enforcement and is taking legal measures to protect its interests and those of its shareholders [3][4]. - Security experts indicated that the attack represents a P0-level incident in the industry, suggesting it was a premeditated large-scale attack [4]. Group 2: Financial Impact - Following the attack, Kuaishou's stock price fell sharply, reaching a low of 62.7 HKD, a decline of nearly 6%, before closing at 64.3 HKD, down 3.60% [3]. - The company's market capitalization decreased by 10.368 billion HKD, from 288.098 billion HKD to 277.73 billion HKD [3]. Group 3: Company Performance - Kuaishou's Q3 2025 report indicated a 14.2% year-on-year revenue growth to 35.6 billion CNY and a 26.3% increase in adjusted net profit to 5 billion CNY, with daily active users reaching 416 million [4]. - The company is undergoing a restructuring process, including layoffs in its commercialization teams across major cities [4].

12月23日，快手（1024.HK）直播功能已逐步恢复正常服务，其他功能未受影响。截至发稿，快手股价 下跌3.37%，行业对公司网络安全防护能力提出质疑：如此大规模的黑灰产攻击是如何形成的？ 炒股就看金麒麟分析师研报，权威，专业，及时，全面，助您挖掘潜力主题机会！ 目前，快手官方暂未给出进一步解释。记者致电北京市海淀区公安外宣部门，截至发稿，暂未接通。 多位网络安全行业专家根据目前公开情况分析认为，此次攻击事件在规模上已属于行业P0级事故，很 有可能是一场有预谋的大规模攻击。而快手安全团队的应对也暴露出自身技术与组织层面的短板。 所谓P0级事故是指最高级别的事故，通常涉及核心业务的重要功能无法使用，影响范围广泛，要求公 司迅速反应，采取紧急措施，如系统回滚、紧急修复、临时应急方案等，且需要高层领导直接介入处 理。事故后也需要官方深入调查，分析原因，并采取预防措施，以避免类似问题再次发生。 此次快手直播网络安全攻击发生于22日夜间，爆发于深夜，持续数个小时，最终快手方面采取强制关闭 直播功能、封禁部分账号的处理举措。 360数字安全集团专家分析认为，这极有可能是一场有组织、有预谋的外部黑客攻击。从技术路径来 看 ...