「幽灵学生」借助 AI 骗取助学金，美国调查揭露跨国教育欺诈网络
苹果 CEO：不会为了做 AI 而做产品
苹果 CEO 约翰·特努斯近日接受采访时，为苹果当前在人工智能领域的布局进行辩护。过去几年，外界常认为苹果在 AI 赛道落后，尤其是苹果推迟推出更强版本的 Siri，该功能直到今年夏天才正式上线。
特努斯是苹果资深高管，9 月初正式出任 CEO。他承认「每个人都有自己的看法」，但坚称：「我对我们现在所处的阶段很满意。」
特努斯补充，苹果一定会在新产品中运用人工智能，但他表示：「我们不想为了做 AI 而推出 AI。如果我们做得好，用户不会去思考这个功能到底是 AI 实现的，还是传统软件实现的。重点在于，我们是否打造出用户真正喜爱的产品。」（来源：环球市场播报）
OpenAI、谷歌、微软和 Anthropic 联手推行 AI 数据抓取退出标准
11 月 1 日消息，OpenAI、谷歌、微软以及 Anthropic 近日宣布将采用一项新标准，内容发布方可以借助该标准选择拒绝 AI 抓取自家网站内容。借助这项管控机制，内容发布方可以一次性向多家 AI 企业统一申明自身针对 AI 模型训练的内容使用偏好，而不必为每家企业单独设置规则。
该标准由 Anthropic 技术负责人 Kevin Kelley 向互联网工程任务组（IETF）提出，并将集成在网站的 robots.txt 文件中。
长期以来，robots.txt 文件用于告知网络爬虫哪些网站内容允许抓取、哪些禁止抓取，适用场景包含搜索索引、网页归档以及 AI 模型训练。目前，网站必须向每一家 AI 企业分别单独声明自己的 AI 训练相关内容使用偏好。在此背景下，各类 AI 爬虫持续抓取网站内容、将网页素材输入 AI 模型训练，内容发布方正为此焦头烂额。（来源：新浪财经）
苹果计划在 2027 年逐步淘汰高端非触控 MacBook Pro
苹果刚刚为 MacBook Pro 引入触控屏幕，但这一变化可能只是产品线调整的开始。根据彭博社记者马克·古尔曼（Mark Gurman）在其 Power On 通讯中的消息，苹果计划在 2027 年推出第二代触控屏 MacBook Pro 时，逐步取消现有的高端非触控版本，届时除了入门级 14 英寸机型之外，MacBook Pro 产品线可能将全面转向触控屏设计。
苹果在 2026 年 10 月底推出了首批配备触控屏的 MacBook Pro，提供 14 英寸和 16 英寸两种尺寸，采用名为 PROLED XDR 的新型显示屏，并搭载 M5 Pro 或 M5 Max 处理器。这是苹果首次在 MacBook Pro 上正式引入触控操作，意味着公司坚持多年的笔记本电脑不需要触摸屏这一产品理念出现了明显转变。
当然，目前关于 2027 年产品线调整的消息仍然属于爆料，并非苹果正式公布的产品规划。（来源：cnbeta）
Google AI Mode 正在切断互联网流量
Google 正在改变人们使用互联网的方式，而这种变化可能给整个网络生态系统带来深远影响。随着人工智能搜索逐渐取代传统搜索结果页面，用户越来越习惯直接从 AI 生成的摘要和对话中获取答案，而不是点击链接访问具体网站。
对于长期依赖 Google 搜索流量获取用户的企业和网络出版商而言，这意味着一个曾经稳定的流量来源正在迅速萎缩。
美国社交平台 Reddit 最近公布的第三季度财报，成为这一趋势的一个典型案例。公司联合创始人兼首席执行官史蒂夫·霍夫曼（Steve Huffman）在财报电话会议上直言，用户仍然需要 Reddit 上的内容，但 Google 已经不像过去那样将用户引导至 Reddit。
霍夫曼表示，Google 仍在大量抓取 Reddit 上的内容，说明用户对这些信息的需求并没有消失。真正发生变化的是 Google 的 AI 搜索模式：它能够直接回答用户的问题，却不再像传统搜索那样为内容提供者带来相应的网站访问量。（来源：网易）
OpenAI 考虑将数据中心重新包装为「AI 算力园区」
11 月 2 日消息，据外媒 Axios 昨天报道，OpenAI 正准备在周二美国中期选举结束后，发起大规模公关宣传活动。
OpenAI 首席全球事务官克里斯 · 莱汉（Chris Lehane）对此表示，此次中期选举将成为 2028 年总统大选的「预告片」。未来，人工智能将成为大选的核心议题。
莱汉提到，他们计划制定 AI 发展速度限制；并寻找方法，让人们认识到 AI 如何赋能日常生活；推动美国参与制定全球标准；以及将数据中心重新包装为「AI 算力园区」。
莱汉认为，AI 公司与民众就数据中心展开的讨论将是「良好且健康的对话」。此前因数据中心建设争议不断发酵，亚马逊和微软宣布，与地方政府谈判相关项目时，将不再使用保密协议。（来源：IT 之家）
我国人工智能推理数据量首超训练数据量
11 月 1 日消息，据央视新闻报道，中国电子信息产业发展研究院（简称「赛迪研究院」，英文缩写 CCID）发布的《新域新质创新发展十大趋势》显示，我国人工智能推理数据量首次超过训练数据量，标志着我国人工智能从模型训练研发阶段迈入规模化产业应用阶段。
数据显示，截至 2026 年 6 月，日均词元调用量超过 175 万亿，相比 2024 年年初增长 1000 多倍。顶尖大模型的迭代周期也从过去的几个月压缩到几周甚至几天，人工智能正从「喂模型」的实验室阶段，全面转入「用模型」的产业落地阶段。（来源：央视新闻）
赛力斯：问界将全面进入欧洲市场，公司不参与价格战和规模内卷
11 月 1 日消息，赛力斯 10 月 31 日发布投资者关系活动记录表，其中回答了「公司在问界的整体经营思路上有什么样的思考？对下一步业务发展有什么规划？」。
据其介绍，问界坚定做全球高端品牌。目前问界全系正推进欧盟 WVTA E1 整车型式认证，验证周期长、环节多，是高端车进入欧洲市场的必经门槛。公司坚持按最高标准走完全程，确保产品以合规、可靠的状态出海。
随着认证与渠道建设推进，问界将全面进入欧洲市场，稳步迈向海外销量占比三分之一的目标。
该公司还提到坚持以盈利质量为核心导向。公司不参与价格战和规模内卷，不追求无盈利支撑的销量规模，坚持走高端化经营路线。
该公司透露，问界已累计交付 120 万辆高端智能电动汽车，拥有超过 120 万的问界用户。（来源：凤凰网）
国产武侠游戏《影之刃零》Steam 峰值在线玩家 83 万创新高，连续四天走高
11 月 1 日消息，SteamDB 平台显示，《影之刃零》Steam 峰值在线玩家数达到 83 万创下新高，这部国产武侠游戏在线人数连续四天走高。
国产 3A 游戏《影之刃零》已登陆 PS5 与 PC 平台，国区数字标准版售价 268 元，数字豪华版售价 328 元。PS5 实体光碟将于 2027 年推出。该作由灵游坊自主研发发行，采用虚幻引擎 5 打造，定位黑暗武侠题材第三人称动作冒险与单机动作 RPG，把中国武术与蒸汽朋克融合为功夫朋克风格，美术深沉黑暗，主打快节奏高速战斗。
在《影之刃零》中，玩家将化身心脏遭受重创的剑客，在仅余六十六天的生命里，逃亡于刀光剑影和腥风血雨之间，并粉碎一桩笼罩在整个武林上方的惊天阴谋。在失序末法的武林中以身证道，以命寻心。战斗系统提供 30 余种主武器与 20 多门夺自败者的奇诡武装，连击流畅、易上手而难精通，借助全新动作捕捉逐帧还原真实技击，以电影化演绎呈现中国功夫。（来源：东方财富）
酷态科 30 号笔记本适配器发售：自带主动风冷、可为游戏本提供 360W 输出，499 元
11 月 1 日消息，酷态科旗下 30 号笔记本适配器现已在京东发售，该产品带有主动风冷，可为游戏本提供 360W 输出，定价为 499 元。
该适配器尺寸为 84.5 x 85.5 x 36.6 mm，匹配三脚新国标半包胶插脚，产品包装内附赠收纳袋，方便日常存放与携带。适配器采用 5525 标准 DC 接口，附赠 20 余款转接头以及约 0.5m 和 1.5m 长度的编织 DC 线，适用多种机型场景。
官方强调，该适配器使用 GaN 芯片，首发 MPS 图腾柱无桥 PFC 架构。通过去除传统 PFC 电路的二极管整流桥，有效降低了导通损耗。该设计使整机满载效率达到约 96%，整机功率密度提升约 109%。同时适配器采用主动风冷散热系统，内部风扇最高转速可达 13300 RPM。（来源：IT 之家）
「幽灵学生」借助 AI 骗取助学金，美国调查揭露跨国教育欺诈网络
美国司法部近日公布了一起涉及人工智能技术的教育资助欺诈案件。检方已在内布拉斯加州、弗吉尼亚州和新泽西州起诉五名涉案人员，并查扣超过 75 万美元的加密货币资产。
调查显示，一个与肯尼亚相关的犯罪网络利用被盗身份信息伪造学生身份，通过人工智能完成课程作业、模拟在线上课，从而骗取联邦助学金。
检方表示，犯罪分子利用窃取的美国公民个人身份信息注册虚假学生账户，申请联邦学生资助并入读大学及社区学院。为了避免被学校发现，这些虚构学生会借助人工智能自动填写申请材料、完成课程作业，甚至在部分情况下制造出真实学生参与在线课堂的假象。
调查发现，部分涉案金额相当可观。根据司法部披露的信息，其中一名被告利用多家金融机构账户接收了超过 700 笔欺诈性助学金退款，总金额约 144 万美元。另有涉案人员通过 300 多个虚假学生账户相关资金流获得超过 100 万美元存款。
联邦调查局表示，目前已经确认类似「幽灵学生」计划造成的损失超过 3200 万美元，而实际损失金额很可能远高于这一数字。（来源：网易）
本文由 AI宝库自动抓取并翻译，版权归原作者所有；如需查看原文请点下方链接。
Spooky Students used AI to cheat on grants to investigate and expose transnational education fraud networks.
CEO: No product for AI.
Apple CEO John Tenus was interviewed recently to defend the current layout of Apple in the area of artificial intelligence. Over the past few years, apples have often been considered to be behind the AI track, especially since apples delayed the release of a stronger version of Siri, a feature that was not officially available until this summer.
Tenus is a senior Apple executive, officially serving CEO in early September. He said, "Everyone has his own opinion," but insisted, "I am satisfied with the stage we are in."
Tenus added that apples would certainly use artificial intelligence in new products, but he said, "We don't want to launch AI in order to do it." If we did well, users wouldn't think about whether it was done by AI or by traditional software. The point is, do we make the products that users really like? # I don't know #
Open AI, Google, Microsoft and Anthropic joined together to introduce AI data capture exit standards
On November 1st, Open AI, Google, Microsoft and Anthropic recently announced that they would adopt a new standard through which the content publish can choose to refuse AI access to their home website. Through this control mechanism, the content of publish can, once and for all, make a single statement to various AI enterprises about their preferences for the content of AI model training without having to set separate rules for each enterprise.
The standard was presented by the Anthropic Technical Officer, Kevin Kelley, to the Internet Engineering Task Force (IETF) and will be integrated into the robots.txt document of the website.
For a long time, robots.txt files have been used to inform web reptiles about which web content allows, which bans, and applicable scenarios include search indexes, web archive and AI model training. At present, each AI enterprise must individually declare its own AI training-related preferences. In this context, various types of AI reptile continually capture the content of the website and enter the web page asset into the AI model training, for which the content of publish is gruesome. (Source: New Wave)
Apple plans to phase out high-end non-touching by 2027, MacBook Pro
Apple just introduced the MacBook Pro touch screen, but this change may only be the beginning of a product line adjustment. According to Bloomberg journalist Mark Gurman in his Power On newsletter, Apple plans to phase out the current high-end, non-touch version of MacBook Pro when the second-generation touch screen is launched in 2027, when the MacBook Pro line of MacBook Pro, with the exception of the introductory 14-inch machine, is likely to shift to the full touch screen design.
Apple launched the first MacBook Pro with touch screens at the end of October 2026, providing 14-inch and 16-inch dimensions, using a new display called PROLD XDR and carrying M5 Pro or M5 Max processor. This is the first time that apples have officially introduced tactile operations on MacBook Pro, which means that there has been a marked shift in the company ' s idea that laptops need not touch screens for years.
Of course, the current information about the 2027 product line adjustment is still a surprise, not an official Apple product plan. (Source: cnbeta)
Google AI Mode is cutting off Internet traffic
Google is changing the way people use the Internet, which may have far-reaching implications for the entire network ecosystem. As artificial intelligence searches gradually replace traditional search result pages, users become more and more accustomed to obtaining answers directly from AI-generated summary and conversations rather than clicking on links to specific websites.
For businesses and web publishers that have long relied on Google search traffic to access users, this means that a once stable source of flows is rapidly shrinking.
Reddit, a social platform in the United States, recently released the third quarter, is a typical example of this trend. Steve Huffman, the co-founder and chief executive of the company, spoke out at the press conference that users still needed Reddit content, but Google had not been able to direct users to Reddit as in the past.
According to Hoffman, Google is still capturing a large number of Reddit content, indicating that user demand for this information has not disappeared. The real change is Google ' s AI search mode: it can answer user questions directly, but no longer provides content providers with the same number of site visits as traditional searches. (Source: Internet access)
Open AI, consider repackaging the data centre as "AI Numerical Park"
On November 2nd, according to the media, Axios yesterday reported that Open AI was preparing to launch a major public relations campaign after the United States midterm elections on Tuesday.
Open AI Chief Global Affairs Officer Chris Lehane said this, and the midterm election will be a "premonition film" for the 2028 presidential election. In the future, artificial intelligence will be at the heart of the elections.
Lehan mentioned that they planned to develop AI development speed limits; and to find ways to raise awareness of how AI can enable daily life; to promote United States participation in setting global standards; and to repackage data centres as "AI computing parks".
Lehan believes that the discussion between AI and the public on the data centre would be a "good and healthy dialogue". Prior to the fermentation of the data centre construction dispute, Amazon and Microsoft announced that confidentiality agreements would no longer be used when negotiating related projects with local governments. (Source: IT Home)
We have the best trained data on artificial intelligence reasoning.
According to news reports on November 1, the China Institute for the Development of the Electronic Information Industry (the "Sidi Institute ", abbreviated by CCID), publish, shows that, for the first time, our artificial intelligence reasoning data exceeded the amount of training data, marking the transition of our artificial intelligence from the model training and development phase to the application phase of the scale-based industry.
The data show that, as of June 2026, the average daily word calls exceeded 175 trillion, more than 1,000 times more than at the beginning of 2024. The iterative cycle of the top LLM has also been constricted from the past few months to weeks or even days, and artificial intelligence is moving from the laboratory phase of the Feed Model to the industrial landing phase of the Model. (Source: News Watch)
Cyrus: Questions will enter the European market in full, and companies will not participate in price wars and size. Volume
On November 1st, Cyrus, October 31st, publish investor relations log sheet, which answers: "What does the company think about the whole business? What are the plans for next step business development?"
According to his presentation, the community was committed to global high-end branding. Questions are now being asked about the advancement of the EU WVTA E1 car-wide certification, which has a long and long cycle, and is an essential threshold for high-end vehicles to enter European markets. The company insists on the highest standards of complete travel to ensure that the product is shipped in a state of compliance and reliability.
As certification and channel-building advances, the Questions Community will have full access to the European market, steadily moving towards the target of one third of overseas sales.
The company also referred to its adherence to a core orientation of profit quality. Companies do not participate in price wars and sizes, do not pursue unprofitable sales sizes, and adhere to high-end business lines.
The company revealed that the questioning community had delivered an aggregate of 1.2 million high-end smart electric vehicles, with over 1.2 million question-based users. (Source: Phoenix Network)
The Nationally Produced Musketeer Game "The Shadows Zero" Steam Top Online Player 830,000 innovations, four days in a row. High
On November 1st, SteamDB platform shows that the number of online players at the Top of Shadow's Steam Zero has reached 830,000, and the number of online players at the national production martial arts game has been rising for four days in a row.
Nationally produced 3A game, Shadows Zero, has landed on PS5 and PC platforms, with a price of 268 dollars for digital standard editions and 328 dollars for luxurious versions of digital versions. The PS5 entity disk will be launched in 2027. The project was developed and distributed by the Psychiatry and developed using the Fantasy Engine5 and was designed to locate the third person on the Dark Warrior's theme, called action adventure and single-motor RPG, to integrate Chinese martial arts and steam punks into a kung fu punk style, deep dark art and high-speed combat.
In Shadows zero, the player will take a swordsman whose heart has been severely damaged, fleeing between the sword and the wind for only 66 days, and crushing a frightful plot over the entire jungle. Prove it in the forest of chaos, in search of the heart. More than 30 main weapons and more than 20 of those who have lost their lives have been used by the fighting system, which has been able to achieve a smooth, easy-to-man-manufacturing, new action to capture the real technology of the return of the frame, and the evolution of the Chinese kung fu. (Source: Eastern Wealth)
Catalyser No. 30 Distribution of laptop adapter: Accompanied by the active wind, providing 360W output, $499
On 1 November, according to the news, the notebook adapter, 30 under the Cool Science flag, has now been distributed in Kyoto, with a cold-temperature product, providing 360W output for the game book at a price of $499.
The adaptor size is 84.5 x 85.5 x 36.6 mm, matching the three feet of the new national flag half-pack of duct tape, and the product is packaged with a gift-bearing bag to facilitate daily storage and transport. The adaptor applies the 5525 standard DC interface, with a grant of more than 20 transfers, as well as a woven DC line of approximately 0.5m and 1.5m length, with multiple aircraft scenarios.
The official emphasis is that the adapter uses the GaN chip to launch the MPS Totem pole-free PFC architecture. Transport losses were effectively reduced through the removal of the flow bridge from the traditional PFC circuits. The design resulted in a full-load efficiency of approximately 96 per cent and an overall power density increase of about 109 per cent. At the same time, the adapter uses the active wind cooling and dispersing system, with a maximum rate of 13300 RPM for internal fans. (Source: IT Home)
Spooky Students used AI to cheat on grants to investigate and expose transnational education fraud networks.
The United States Department of Justice has recently published a case of education-funded fraud involving artificial intelligence techniques. The Prosecution has indicted five of the persons involved and seized over $750,000 in encrypted currency assets in Nebraska, Virginia and New Jersey.
The survey revealed that a Kenyan-related criminal network used stolen identity information to forge student identities and fraudulently obtained federal grants by completing courses with artificial intelligence, simulation online classes.
According to the prosecution, criminals have used stolen personal identity information of United States citizens to register false student accounts and apply for federal student funding to be incorporated into universities and community colleges. In order to avoid being discovered in schools, these fictional students use artificial intelligence to automatically fill out application material, complete coursework and even, in part, create an illusion of real student participation in online classrooms.
The investigation found that part of the amount involved was considerable. According to information disclosed by the Ministry of Justice, one of the defendants used the accounts of several financial institutions to receive more than 700 fraudulent grant refunds totalling approximately $14.4 million. Another person involved obtained over $1 million in deposits through over 300 fraudulent student account-related funds.
According to the Federal Bureau of Investigation (FBI), more than $32 million has been identified for losses under a ghost student programme, and the actual loss is likely to be much higher. (Source: Internet access)
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