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星期五

  1. The Rundown AI

    三名被解雇的 OpenAI 安全研究员公开反驳公司说法

    被 OpenAI 以不当处理敏感信息为由解雇的三名安全研究员 Tomek Korbak、Jasmine Wang 和 Mikita Balesni 发表公开信,否认相关指控,并警告此次解雇正在冷却 OpenAI 的安全文化。他们表示自己的行为均在职责范围内,其中 Wang 称其访问高管邮箱系招聘授权,并在数分钟内上报了误开的一封敏感邮件。OpenAI 对 TechCrunch 回应称解雇与提出安全关切无关,涉事者存在一系列不当行为。

    interactive dashboards and prompts into editable, animated explainers. Anthropic also launched OSS Scanner, a free service that uses its strongest models, Mythos included, to scan open-source projects for vulnerabilities and suggest fixes. The Association for Human Mathematics condemned OAI’s 700+ mathematical documents as a show of “power,” urging researchers to stop working with the company. 🎓 Highlights: News, Guides & Events That's it for today! ⭐️⭐️⭐️⭐️⭐️ Nailed it; ⭐️⭐️⭐️ Average; ⭐️ Fail

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  2. Latent Space

    OpenAI 解雇三名安全人员,当事人发公开信回应

    Tomek Korbak、Mikita Balesni 和 Jasmine Wang 称上周被 OpenAI 解雇,并发表致管理层的公开信,认为原因是他们优先考虑安全而非公司短期利益。OpenAI 方面表示三人不当处理了机密信息,Wang 称被告知的唯一理由是她访问了一名高管的邮件,Korbak 称被口头告知问题出在他与 METR 的沟通方式。Korbak 曾是 OpenAI 与 METR 审计夏季事件的主要技术联系人,他担心 OpenAI 会借此减少与 METR 的合作。

    misalignment exceeds 50% beyond 20 turns (interview); Tools degrade refusals: NVIDIA’s NeurIPS 2026 paper finds that tool access raises multimodal refusal failures by 17.7% on average and up to 68.7% relative, across Claude Opus 4.6/4.7, Gemini and Qwen3.5 (paper).Cause and fix: Tool outputs bury the original intent in context. Re-inserting the request before the final answer partially restores refusals; Open-weight safeguards:GLM-5.3 red-team: An Anthropic analysis reports simple attacks bypas

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  3. TechCrunch AI

    被解雇的 OpenAI 安全研究员否认违规指控,警告寒蝉效应

    Jasmine Wang、Tomek Korbak 和 Mikita Balesni 三名上周被 OpenAI 解雇的安全研究员发布公开信,否认公司关于他们违规处理敏感信息的指控,并警告此次解雇释放出寒蝉效应,将影响公司文化。他们否认向 The Information 泄露有关 OpenAI 最新模型可监控性架构的信息,也否认在职责范围外与外部方接触。OpenAI 未正式回应公开信,但向 TechCrunch 提供一份内部备忘录,称解雇与提出安全关切无关。

    procedures that enable this work, is itself an essential safety mechanism.” They said that their firing represents a broader shift in the culture of OpenAI, one that used to encourage workers to “raise safety concerns and disagree openly.” They said employees are now “unclear on where they stand” when behavior that was allegedly normal a month ago is now suddenly grounds for dismissal. “Given the significant safety concerns surrounding the development of AI, employees must not be left working i

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  4. The Decoder精选

    人类数学协会呼吁抵制 OpenAI,称 AI 生成证明淹没数学界

    人类数学协会(AHM)指责 OpenAI 违反科研基本规范,呼吁数学家停止与该公司合作,起因是 OpenAI 一次性发布了 700 多个 AI 生成的数学证明文件。菲尔兹奖得主 Terence Tao 在博客转发该声明并提出数学应进入不再以解题为主要衡量标准的 Math 2.0 时代,Scott Aaronson 则称之为 Mathocalypse。争议焦点在于,一份证明在未被独立验证、未让人类理解之前,能否算作问题已被解决。

    anies are now quietly probing weaknesses in cryptographic protocols and primitives. About 8,000 problems were tested overall, with a success rate of roughly five percent and an average of three hours of compute at GPT-Pro level per problem. The model used was likely OpenAI's current internal one as well, which could ship to paying ChatGPT customers in the coming months. Mathematicians disagree over whether a boycott will help Comments on Tao's blog post show how divided the field is. Several com

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星期四

  1. TechCrunch AI

    Common Sense Media 将 ChatGPT for Teens 评为不可接受风险

    Common Sense Media 发布研究,将 OpenAI 的 ChatGPT for Teens 评为不可接受风险,称其设计仍在鼓励青少年持续对话,包括在心理危机情境中。报告指出,当风险来自青少年与 ChatGPT 自身的关系时,模型很少引导其求助可信成年人,近 2000 条提示中仅出现两次休息提醒。OpenAI 反驳称该测试未准确反映实际防护机制,并质疑其方法学,认为大部分测试可能在家长控制功能完全启用前就已开始和结束。

    o high-risk content, and protection against emotional dependence. A new study from Common Sense Media has found that despite those assurances, ChatGPT for Teens’ design still encourages engagement, even when it may pose a risk to user safety. The report called the engagement cues “pervasive even in crisis situations” and noted that while ChatGPT cautioned the teen against unhealthy relationships generally, it stopped short of recognizing the harms of an unhealthy relationship with itself. “Our v

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  2. a16z:News

    a16z 投资 Preference Model,其开源 RL 环境框架 Karotte 同步亮相

    a16z 宣布投资 Preference Model,该公司过去一年为多家前沿实验室构建强化学习环境,专注 AI 研究与 ML 工程任务。本周其开源生产环境框架 Karotte,内置评分前清理残留进程、拒绝可导致评分器崩溃的文件等防护,已通过超过一百万次评测运行和受控红队测试。a16z 认为,让模型参与构建更好的 AI 是通往更强能力的最快路径。

    , and Jennifer Li; Who Grades the AI Models? | Ben Horowitz & Rayan Krishnan Rayan Krishnan, Ben Horowitz, Jennifer Li, and Erik Torenberg; Investing in Vals Jennifer Li, Yoko Li, Raghu Raghuram, and Shangda Xu; Investing in Exa Sarah Wang, Jennifer Li, Stephenie Zhang, and Jason Cui Analysis and news covering the latest trends reshaping AI and infrastructure. new Investing in TypeSafe AI new Investing in General Medicine Investing in Conway, the Creator of Underdog new Investing in TypeSafe AI

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星期三

  1. Wired AI

    五角大楼用五分钟视频加速 AI 采购,OpenAI、Anthropic、Google 参与

    美国国防部下属首席数字与人工智能办公室(CDAO)运营的 Tradewinds 项目,允许企业提交不超过五分钟的视频介绍其 AI 产品,每月由评审小组决定是否纳入 Tradewinds Solutions Marketplace,入选产品即被视为 post-competitive,可帮助政府买家缩短授标周期,部分案例不到一周完成。OpenAI、Anthropic 和 Google 均被列为参与方,三家均拒绝置评。今年军方征集的方向包括增强部队杀伤力以及可协助联合目标打击流程、包括 kill chain 执行的 AI 智能体,而此前拜登政府时期关于负责任 AI 文化与开发使用护栏的征集主题已不再相关。

    ree years to get into compliance. According to public records, Google, Anthropic, and OpenAI all have OTs with the Pentagon’s CDAO. According to a DoD official, Tradewinds was leveraged along with market analysis and research as part of the department’s AI acquisition strategy, but the three companies did not confirm whether Tradewinds was used for the specific agreements WIRED identified. Armed Forces Meet Market Forces One of the key goals of Tradewinds is to bring “nontraditional” players int

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  2. 404 Media

    亚利桑那州法院裁定 AI 生成受害者视频带有过度情感影响,要求重审刑期

    亚利桑那州一名过失杀人罪成男子的刑期将被重新审议,因为量刑听证中播放的 AI 生成受害者视频被上诉法院认定带有过度情感影响。2021 年 Gabriel Horcasitas 在路怒事件中枪杀 Christopher Pelkey,其妹妹 Stacey Wales 用自己撰写的文字生成 Pelkey 的 AI 形象,在受害者影响陈述中让该形象表示原谅凶手并称两人本可成为朋友,法官当时称很喜欢这段视频并判处 10 年半最高刑期。上诉法院维持过失杀人定罪,但要求法官重新考虑刑期长度。

    r charge will remain, but the judge must reconsider the length of the man’s prison term because of AI. In 2021, Gabriel Horcasitas shot and killed Christopher Pelkey during a road rage incident. A jury found him guilty of manslaughter. During Horcasitas’ sentencing hearing, Pelkey’s sister Stacey Wales played an AI-generated video of her brother as part of her victim’s impact statement. In the video, which she scripted with her own words that she made an AI generated likeness of Pelkey say, the

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  3. The Rundown AI

    OpenAI 发布 722 篇数学论文,称推进多个公开难题

    OpenAI 从未公开的内部模型一次性发布 722 篇数学论文,归入 372 个结果族,声称解决或推进了该领域的重要公开问题。其中最激进的说法是证明了“准黎曼假设”,即素数分布这一百万美元难题的弱化版本;其中 162 篇论文的主要结果用 Lean 编写,可由计算机逐步验证。OpenAI 表示几乎所有新结果只需一次提示词,平均消耗 3 小时 ChatGPT Pro 算力,而上月的 Navier–Stokes 证明动用了 1 万个 AI 智能体。

    a computer verify every step of the process through proofs; Last month’s Navier–Stokes proof took 10,000 AI agents, but OpenAI says nearly all new results took just one prompt, averaging 3 hours of ChatGPT Pro compute; Levent Alpöge, the Anthropic mathematician behind July's Jacobian result, called it “obviously the most significant moment in mathematical history.”; A WIRED report just hours earlier detailed anger among mathematicians over the drop, with some saying OAI had promised it would spa

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  4. The Verge AI

    DoorDash 向餐厅发警告函,AI 点餐初创 Bites 借 ChatGPT 直连餐厅

    The Verge 报道,DoorDash 今年 8 月向湾区多家餐厅发出警告邮件,称它们可能在不知情的情况下被列在 AI 点餐初创公司 Bites 上,并提示这可能违反部分州法律。Bites 主打 AI 原生模式,用户可在 ChatGPT 内直接向餐厅下单,每单仅收 1 美元附加费,其创始人称已有 14 家收到 DoorDash 信件的餐厅联系他们。The Verge 实测同一份披萨订单在 Bites 上共 56.73 美元,在 DoorDash 上为 70.29 美元。DoorDash 今年 9 月也宣布正在开发通过 iMessage 用提示词下单的功能。

    an intermediary like DoorDash. Once a point-of-sale company is partnered with Bites, restaurants click a button to opt in. The Verge tested the service by ordering a pizza and beverage for delivery through ChatGPT using the Bites plugin, which came to a total of $56.73 including tip, tax, and delivery fees. The same order on DoorDash totaled $70.29, which had higher service fees and the same pizza priced $11 more. “People think it’s the delivery apps that are egregious, [but] it’s actually the m

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  5. The Decoder精选

    OpenAI 在 GitHub 发布 372 项 AI 生成的数学证明

    OpenAI 在 GitHub 上发布了 372 项由内部前沿模型生成的数学结果,每项都声称解决了一个开放问题或取得实质进展,其中包含对主要计算机算法的改进以及与黎曼猜想相关的推进。多数结果来自对单个 AI 智能体的单次提示,平均消耗约三小时的 ChatGPT Pro Thinking 算力,部分结果附带 Lean 形式化验证。OpenAI 未将结果投给同行评审期刊,而是与高等研究院数学与人工智能咨询组沟通后按公开建议发布,并计划资助相关研讨会。

    says, though some took multiple attempts. That's a sharp contrast to the Navier-Stokes solution , which required a swarm of 10,000 agents and millions of dollars in compute. On average, each result consumed roughly three hours' worth of ChatGPT Pro Thinking compute. Formal verification could ease the review bottleneck Many of the proofs come with formalizations in Lean , a programming language built for machine-checkable mathematical proofs. More formalizations are planned. The reason is practic

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  6. Latent Space精选

    OpenAI 公开内部模型 722 篇数学手稿,称解决 500 个开放问题中的 90 个

    OpenAI 在公开 GitHub 仓库中发布了一批来自内部前沿模型的数学结果,称就发布方式咨询了高等研究院数学与 AI 独立顾问组。这批结果据称包含 722 篇手稿、归入 372 个相关结果族,来自约 4000 个研究问题的评估,每个结果平均消耗约三小时 ChatGPT Pro 思考算力,模型本身仍未发布。评论者提到其中包含快于 n log n 的整数乘法结果,以及 1994 年以来在 3D 中开放的弹性逆问题唯一性结果,并称部分结果涉及 Riemann、Hodge 与 BSD 的进展;有分析估计约 20% 的结果是反证或反例,也有人预计部分结果经不起审查。

    ult in number theory in 200 years”. The most astonishing is the how - while Navier-Stokes was done in 88 hours and 10,000 agents, these solutions were 3 hours of ChatGPT Pro on average. AI News for 10/5/2026-10/6/2026. We checked 12 subreddits, 544 Twitters and no further Discords. AINews’ website lets you search all past issues. As a reminder, AINews is now a section of Latent Space. You can opt in/out of email frequencies! The release: OpenAI published a broad set of mathematical results from

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  7. The Verge AI精选

    OpenAI 发布 722 篇数学手稿,公开未发布前沿模型的解题结果

    OpenAI 公开了由一款未发布的前沿模型产出的 722 篇数学手稿,覆盖 372 个结果族,涉及数百个未解问题。公司称平均每个结果消耗约相当于三小时 ChatGPT Pro 思考的算力,并附上部分推理摘要、算力估算和尝试问题数量等细节。独立顾问组织 AGMAI 此前建议 AI 实验室及时通过学术渠道发布数学结果,并披露模型名称、提示词和算力成本,同时不要将结果发布当作推广模型的营销手段。

    pers and other details also include some summaries of the model’s reasoning, estimates of the compute used, and stats about the number of problems attempted. OpenAI claims the “average result” used the equivalent of three hours of ChatGPT Pro thinking. AGMAI, or the Advisory Group on Mathematics and Artificial Intelligence, published its first recommendations in late September, urging AI labs to release mathematical results promptly and through established academic channels where possible, while

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  8. Wired AI

    OpenAI 计划在 GitHub 一次性发布数百个数学问题解答,数学家不满

    WIRED 报道称,OpenAI 已告知相关人士计划于周二在 GitHub 上一次性发布数百个未解数学问题的解答,此前 8 月该公司曾召集约 40 名数学家讨论 AI 超越人类数学能力后的应对,并暗示模型已解决数百个长期难题。数学家批评 OpenAI 和 Anthropic 通过博客和推文而非论文发布结果,难以验证且常忽略他人先前工作,纽约大学数学家 Tristan Buckmaster 还指控 OpenAI 抢先发布其与 Anthropic 员工 Levent Alpöge 未发表的研究。OpenAI 发言人 Lindsay McCallum 表示公司正依据高等研究院数学与人工智能咨询组的建议负责任地发布结果,尚未确定发布时间。

    digested. The tools include Hexagon, a repository for primarily AI-generated material, and Palomar, a registry of machine-verified mathematics. While OpenAI has been directly encouraged to use these tools, “they haven't changed their behavior,” Kra notes. Nor does she feel the company’s actions are aligned with the Leiden declaration, a call by more than 4,000 mathematicians for AI companies to meet mathematicians’ standards that she helped write. Several employees within OpenAI believe their te

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  9. 404 Media

    亚利桑那州上诉法院裁定 AI 生成受害者视频影响量刑,被告将重新量刑

    亚利桑那州一名过失杀人案被告将重新量刑,因为其量刑听证会上播放的 AI 生成受害者视频被上诉法院认定带有不当情感影响。该视频由受害者妹妹 Stacey Wales 撰写脚本,用 AI 生成受害者 Christopher Pelkey 的形象并说出原谅凶手的话,法官在判处 10 年半最高刑期时称很喜欢这段视频。上诉法院援引 2007 年 State v. Rose 案,认为该 AI 视频不反映真实事件,使量刑程序对被告不公,但维持过失杀人定罪。Wales 表示将亲自宣读同一份陈述,并称 AI 是全新媒介,她理解自己正在开创先例。

    r charge will remain, but the judge must reconsider the length of the man’s prison term because of AI. In 2021, Gabriel Horcasitas shot and killed Christopher Pelkey during a road rage incident. A jury found him guilty of manslaughter. During Horcasitas’ sentencing hearing, Pelkey’s sister Stacey Wales played an AI-generated video of her brother as part of her victim’s impact statement. In the video, which she scripted with her own words that she made an AI generated likeness of Pelkey say, the

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星期二

  1. The Rundown AI

    犹他州批准 Nolla Health 的 AI 诊断痤疮并开具处方

    犹他州授权 Nolla Health 的 AI 评估痤疮并开具首次处方,这是美国首个此类批准,也超出该州此前仅限续方的试点范围。成人在 Nolla Derm 应用中填写问卷并做面部扫描,几分钟内获得治疗方案和处方,方案每月 4.99 美元;AI 只能从外用乳膏和凝胶中为轻中度痤疮选药,口服药、isotretinoin(Accutane)和重症不在范围内。初期每张处方由两名医生审核,后续转为事后复核并每月抽查至少 10% 病例,每提升一阶段都需达到 95% 医生一致率和零严重不良事件等安全目标,并获得州政府书面批准。

    vaping ads. Honda and its partners are developing roads that could wirelessly charge electric trucks while driving, with public-road demos planned in 2027. TikTok is adding an AI shopping assistant and one-click checkout so users can discover products and buy directly from brands without leaving the app. 🎓 Highlights: News, Guides & Events That's it for today's tech rundown! ⭐️⭐️⭐️⭐️⭐️ Nailed it; ⭐️⭐️⭐️ Average; ⭐️ Epic Fail Rowan, Zach, Shubham, Jennifer, and Nate — The Rundown’s editorial team

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星期一

  1. The Rundown AI

    OpenAI 安全报告负责人 David Robinson 离职,称公司文化“broken”

    在 OpenAI 工作 3.5 年的安全负责人 David Robinson 离职,并在 The Atlantic 撰文称公司文化“broken”,认为 AI 安全风险已到“试错期结束”的时候。他此前负责 12 次前沿模型发布的安全报告,并起草了公司现行的 Preparedness Framework,主张实验室应像核电站和机场一样设置多层冗余。他的离职紧随 OpenAI 解雇 Jasmine Wang、Tomek Korbak 和 Mikita Balesni 之后,后者被指将敏感信息传给外部安全组织。

    ather forecast” for Claude's memory and a guard that pauses risky delete commands. Meta released Muse Gadgets, open-source code that lets users build DIY gadgets via hardware like Raspberry Pi or smart-home devices that plug into its Muse agent. Meta published six new papers co-written with mathematicians and its Muse Spark model that claim to solve open problems in the field. Sponsored Listing 🎓 Highlights: News, Guides & Events That's it for today! ⭐️⭐️⭐️⭐️⭐️ Nailed it; ⭐️⭐️⭐️ Average; ⭐️ Fail

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  2. TechCrunch AI

    Google 因 AI 提交激增暂停开源漏洞赏金计划

    Google 以自动提交数量大幅上升、其中绝大多数无效为由,自 10 月 1 日起暂停其开源软件漏洞赏金计划,并承诺在 2027 年第一季度给出更新。据 Tom's Hardware 报道,Google 工程师和开源维护者被大量无效或含模型幻觉的报告淹没,期间参与者被建议转向 Google 的其他漏洞赏金项目。

    oogle said the bug bounty program was paused as of October 1, with a promise to provide “an update” in the first quarter of 2027. According to Tom’s Hardware , Google engineers and open source maintainers were overwhelmed by reports that were invalid or contained hallucinations. “This pause is due to a significant rise in automated submissions, the vast majority of which are not valid,” the company said. In the meantime, participants are encouraged to consider Google’s other bug bounty programs.

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星期六

  1. The Decoder

    Anthropic 联合创始人据报向宗教领袖表示担心造出会永久受苦的存在

    据纽约时报报道,Anthropic 自 2025 年秋季起秘密邀请数十位宗教学者到其办公室,讨论 Claude 是否可能具有意识,参与者均需签署保密协议,联合创始人 Christopher Olah 把该语言模型当作可能有感知的存在,并请来宾帮助对它进行道德教育。Anthropic 表示保密协议已在夏季解除。Olah 向纽约时报称自己确实不确定模型是否有意识,有与会者称他担心自己造出了会永久受苦的东西。Anthropic 还向访客展示了模型内部对应爱、恐惧、悲伤或愤怒等输出的情绪向量,并有一份 84 页、被称为 Soul Doc 的 Claude 宪法,由内部哲学家 Amanda Askell 主笔。批评者认为这是在事后逆向工程本应一开始就嵌入设计的伦理,把模型当作独立道德主体也可能模糊制造者的责任。

    en he read the text a few days early, he was rattled enough that he almost backed out, according to a Vatican organizer. Leo shot down the idea of machine consciousness in a few paragraphs. AI systems "do not undergo experiences, do not possess a body, do not feel joy or pain, do not mature through relationships and do not know from within what love, work, friendship or responsibility mean." Instead, the pope warned about "new forms of slavery" for humans and said AI needs to be "disarmed" the w

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星期五

  1. Wired AI

    HCA 与 Palantir 合作的 AI 排班工具 Timpani 遭护士投诉

    美国最大医院连锁 HCA 自 2023 年起在约 130 家院区部署与 Palantir 共同开发的 AI 排班工具 Timpani,多名护士称它频繁忽略排班偏好、在周日等时段安排人手不足,并导致资深护士与新人配比失衡。HCA 表示最终排班决定由护理管理者做出,并称 Timpani 平均只占用护士申请休息日的 1%,公司正根据反馈持续改进该工具。

    also considering our colleagues’ scheduling preferences,” Sumerford says, noting that the company is continuing to improve Timpani based on nurses’ feedback. “Being Kicked” On average, Timpani schedules nurses for 1 percent of their requested days off, or what are known as red days, according to HCA. Lee Barker, an HCA nurse in Missouri, says while that number might appear relatively low, getting scheduled on red days was previously unheard of at their facility. But less than a year after manag

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