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rocess containers, plus Quicksand, a QEMU-based library (Willison).Unsloth adoption: Unsloth added OS-level sandboxing with under 100ms per tool call (Unsloth); Research:RoboJEPA (Meta/Mila): An 8B JEPA trained on 15K hours of robot video across 12 embodiments. Scaling laws fit on 22M–2B models predict the 4B and 8B results. It reaches 67% zero-shot grasping vs 5% for π0.5, though π0.5 still wins pick-and-place (summary); DeLM: Decentralized multi-agent coordination via a shared queue gives up t

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者的演示材料中披露了最新财务情况。除约500亿美元的年化营收外，OpenAI还强调，公司第三季度整体营收运行率增长77%，其中企业业务的营收运行率增长更是达到107%。 目前，OpenAI正面临证明其上万亿美元估值合理性的压力。与此同时，随着市场普遍预计该公司将进行一场规模可观的首次公开募股(IPO)，OpenAI也在为上市做准备。 OpenAI已于今年6月秘密向监管机构提交了上市文件，公司高管此前释放信号称，OpenAI有望于2027年上市。 在此期间，OpenAI正在与投资者就新一轮融资进行早期洽谈。据此前报道，公司可能筹集约300亿美元，但最终融资规模仍可能发生变化。目前，该轮融资主要由投资者需求推动，尚未最终敲定具体条款清单。 今年3月，OpenAI刚刚完成了一轮规模创纪录的1220亿美元融资。OpenAI首席财务官Sarah Friar上周表示，公司目前仍然“资本非常充足”。 纽约联储报告：若无特朗普关税，许多日常商品价格本应下降 收起; 特朗普8月证券交易流水出炉：大手笔押中Meta智能体行情 收起; 多国主权债券继续“啼血” 谷歌、Wolfspeed异动拉涨 | 今夜看点

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complete, making their findings inaccurate,” a spokesperson said in a statement. The report comes amid growing scrutiny of technology designed to maximize young users’ attention. Meta recently agreed to settle for $18 billion in a lawsuit brought by 29 states over claims that its social media platform harms children with addictive features, while state and federal lawmakers have begun targeting similar dynamics in chatbots. The bipartisan CHATBOT Act , introduced this year, specifically calls o

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g else in tech today Apple CEO John Ternus is reportedly acting as its de facto design chief, working directly with the industrial and interface design teams several times a week. Meta is rolling out Audio Balance and Mono Audio to its smart glasses, alongside broader availability of walking directions and phone-to-glasses location sharing. Nvidia’s stock hit a record high, putting it within reach of becoming the first company worth $6T, Bloomberg reports. Instagram is exploring a Plus-only “rea

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nment pledged 530 billion won (about $390 million) to the five selected companies. The new plan roughly multiplies that figure by nine. For context, Google, Amazon, Microsoft, and Meta are planning combined investments of around $725 billion for 2026 alone , mostly for AI data centers. South Korean industry is already pouring money into more compute capacity. In October 2025, Samsung and SK struck a deal with OpenAI to expand AI infrastructure in the country. Then in June, Samsung, SK Hynix, and

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能助長一場不負責任的軍備競賽。 今年2月，美國國防部副部長埃米爾·邁克爾（Emil Michael）被問及五角大樓為何不接納 Anthropic 的合同限制時說：「我們確實必須為中國正在做的事情做好準備。」 圖像來源，Getty Images 有限的報道也揭示出中國的努力。路透社2024年根據研究論文稱，包括解放軍軍事科學院下屬機構研究人員在內的團隊，利用 Meta 公開發布的早期 Llama 模型，開發出名為 ChatBIT 的工具，研究其在情報處理和作戰決策支援方面的用途。 另一條路徑是無人裝備。2025年九三閱兵中，中國展示了多種無人系統，涵蓋無人潛航器、無人機及「機器狼」。 競爭之外，中美也曾劃出共同底線。2024年11月，習近平與時任美國總統拜登（Joe Biden）達成共識：動用核武器的決定必須由人類掌控，不能交給 AI。但這並非針對所有軍事 AI 的禁令，也未釐清常規武器、情報分析與目標識別的使用邊界。 Anthropic 事件凸顯的，正是 AI 軍事化邊界的模糊：政府以應對競爭對手為由，要求更大的使用權限；企業則試圖守住限制。即便最終決定仍由人作出，如何避免人在高速決策

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That decision drew backlash from some Claude users , who argued they had supplied “the instructions, context, decisions” while Claude was just “the tool.” OpenAI had built a text watermark before but held off on releasing it, partly over concerns that users would switch to rivals that didn’t watermark, The Wall Street Journal reported in 2024. Anthropic, Google, Meta, Microsoft, and OpenAI are among the companies that have committed to following the EU’s code of practice on AI-generated content.

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own backers, one person said. These fundraising talks are early, so terms of any deal, should one happen, may change. Etched declined to comment. While this may seem like a fast timetable to raise another mega round, Etched is pursuing a particularly expensive segment of the AI industry: building full AI hardware systems powered by its own proprietary chips. The person familiar with these offers said that if it raises as much as its last round, this could give Etched a cushion of as much as 3.5

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design, Hark’s interface is sleeker than an average assistant, but the more interesting factor might be the hardware — a potential wildcard in the AI device race featuring OpenAI, Meta, Apple. QUICK HITS ▸ Patrick set up a malware checkpoint for AI agent add-ons Today’s workflow comes from reader Patrick Illian: “AI agents such as Claude Code, Codex, and Gemini can install skills, plugins, and CLI tools in seconds. That is convenient, but each add-on runs with access to files, passwords, and acc

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l fight between AI company Perplexity and Amazon , in which Amazon sued Perplexity in 2025 to block agents from browsing and shopping on its site. Amazon has also recently blocked Meta’s Muse AI agent from shopping on its site and removed product details from order emails — data that is potentially very valuable for Google’s own agentic shopping features. Amazon’s ad business generated $19.8 billion in revenue in the second quarter of this year, driven by sponsored product listings . Bites can k

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-Aware Distillation: The student reaches 63.4% on unseen ALFWorld tasks versus 47.0% for the best baseline and exceeds its 8B teacher; Other papers: Amazon’s looped diffusion LMs, Meta’s MIRA meta-reasoner for research agents and Priced Guidance, which measures LLM research novelty through compression; Optimizer claim: ANVIL III reportedly reaches 0.020–0.028 nats lower loss than Muon from 124M to 1.2B parameters. The authors say this implies 50% compute savings at 8x-Chinchilla, with less tunin

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s 🧑‍💻 Tines 3B - Empower teams to build with AI while giving IT and security complete visibility, control, and governance ; 🔵 Dot - OpenAI’s new always-on agent; 🖥️ Muse Gadgets - Meta's open-source code for building DIY Muse devices; 🐦 Kolibri - Aleph Alpha's open German-English reasoning model Sponsored Listing 📰 Everything else in AI today OpenArt launched an AI video agent that turns a concept into a complete, long-form film, anime, or ad, handling the storytelling and editing rather than ju

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nforce the laws.” The new regulations come amid a backdrop of record AI spending at big tech companies along with massive job cuts. But workers have started pushing back. In June, Meta paused a program that tracked workers’ computer activities to train its AI models. And one month later, dozens of employees filed a lawsuit claiming the tech company’s AI tools targeted those with disability accommodations or on medical or parental leaves for layoffs. Meanwhile, safety concerns, including fears th

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public after finding out that Olah himself had spoken to the NYT. Olah, 34, runs the Anthropic team trying to figure out why AI models behave the way they do. He likes biological metaphors for neural networks: computer scientists build the trellis, the network "grows" on it. It sounds like humble science talk, but it also does something specific. Describing a mathematical object as a growing organism makes questions about its inner life feel more natural than they would for a piece of software.

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老股东跟投。 当时，Instinct已经因为依赖过度授权，陷入巨大争议。但这并不能挡住资本押注下一代AI应用的热情。 仅仅不到2个月后，Instinct就宣布完成了C轮融资，估值100亿美元（约合人民币670亿元），由红杉资本、Benchmark、Coatue领投。 短短2个月，估值翻了4倍。全职员工只有14个人，AI浪潮中，又一个00后造富神话。 9月初，Meta也宣布发布新智能体Muse，上线不到两周，Muse就登顶美国App Store和Google Play免费应用榜。因为这款应用，Meta市值增加了数千亿美元。 相比之下，即便两个月估值翻四倍，Instinct也显得很“便宜”。有Muse和Instinct打底，看来AI应用这把火，又要烧起来了。 Instinct由Spear Street Technology公司推出，创始人是只有23岁的Noah Shinn。 按照公司的说法，Instinct可以“高效地管理用户的生活”：用户把邮箱、日历、短信、位置等权限授予它，然后通过iMessage、WhatsApp发短信，或者直接打电话下达指令，剩下的交给它来办。 具体来说，买菜、订演

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Odin’s Dan Gray illustrates how the VCs with the most capital behind them have typically backed the most unicorns. Salesforce agrees to buy Listen Labs for reportedly $2 billion. Meta poaches MongoDB’s CEO. OpenAI decides to scrap plans for its Astra rollout over safety concerns. Vinod Khosla fires off against a founder he invested in after two of his portfolio companies, Factory and Cognition, brawl over a poached leader. Instinct rakes in fresh funding from Coatue at a $10 billion valuation.

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a number of AI macOS application bugs at Objective by the Sea, an Apple-focused security conference in November. He recently found a flaw, now patched, in the dictation feature of Meta’s new Muse AI assistant that could have been exploited by a local attacker to grab a mishandled authentication token and gain access to user data. And he says that he has already submitted a new vulnerability finding to OpenAI related to the integration between ChatGPT and the company’s new always-on Dots AI assis

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PT-6.1 Sol模型】 OpenAI推出GPT-6.1 Sol模型，其性能接近Astra，但标准词元价格仅为Astra的五分之一。同时推出全天候自主智能体Dots。并表示，将于未来数日推出GPT‑6.1 Sol超快版。 Dots可跨应用自主推进用户设定的目标，基于GPT-6 Astra模型，用户可通过Slack和Teams与其沟通。报道称，这一产品意在与Meta争夺可自主工作的AI市场。 【特斯拉签署300亿美元融资安排 包括循环信贷和延迟提款贷款】 据美国证交会（SEC）文件显示，特斯拉签署多项融资安排，包括200亿美元三年期延迟提款定期贷款额度、80亿美元五年期循环信贷额度以及20亿美元364天循环信贷额度。文件显示，特斯拉同时终止原有循环信贷协议。新的五年期循环信贷额度允许开立最高5亿美元信用证，三年期延迟提款定期贷款额度将于2029年9月29日到期。 巴克莱：若生产率增长持续加快 美国30年期国债收益率或升至6% 巴克莱资本(Barclays Capital)美国利率研究主管在报告中表示，美国30年期国债收益率有升至6%的空间，因为本月美债市场的抛售尚未计入生产率增速持续上

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项具有“道德约束力”的AI协议，通过“自我约束和行业互律”来约束各公司 。 特朗普在“真实社交”平台上发布了该协议的副本，这份文件呼吁每家参与公司实施四项不同的措施来保障AI技术的安全，并补充称，未来“将这些步骤编入法律或法规可能是有意义的”。 一些与会高管表示，该协议包含了一系列承诺，涉及检测新模型问题的技术手段、内部风险审查、外部审计以及其它相关措施。 Meta CEO马克·扎克伯格称该协议是“一个开端”，而其他人则暗示一些细节仍需进一步敲定。 Anthropic CEO达里奥·阿莫代伊表示：“关于应对这些风险的具体机制，目前仍在讨论之中”。他表示，在确保美国赢得AI竞赛以及安全地赢得竞赛方面已取得进展，但他同时强调，该技术仍然构成“真实的风险”。 此次会议正值美国近期接连曝出多起令人担忧的AI越界事件之际。据报道，OpenAI和Anthropic以及安全研究人员正在调查数万起AI安全事件。 而在佛罗里达州，州检察长于周一向一名法官提出申请，要求法院禁止 OpenAI 在没有外部监督的情况下开发新的人工智能模型。这项请求是该州起诉 OpenAI、指控其伤害未成年人相关诉讼的一部分。

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说道：“这个名称是由全世界最伟大、最聪明、最杰出的人们正式更改的。” 但这些科技公司高管似乎签署了一份单独的两页文件，特朗普在他的“真相社交”账号上分享了这份文件。该文件并未声明要更改名称，只是在其标题中提到了特朗普对人工智能的新称呼：“白宫超级智能协议”。 该协议副标题为“前沿责任联合承诺”，其中表示签署方“认为每家公司都有责任以安全且能建立信任的方式开发自己的技术”。该协议指出，这包括实施“健全的内部流程和控制，以确保其技术按预期运行”，并建议增加四层控制措施。 根据该文件，签署方同意“定期会面”以制定安全标准，文件还补充说，“随着时间的推移，将这些步骤编纂成法律或法规可能是有意义的”。 除了特朗普之外，上述帖子还显示，签署该协议的还有六位科技公司高管：谷歌CEO桑达尔·皮查伊、特斯拉以及SpaceX首席执行官埃隆·马斯克、Anthropic首席执行官达里奥·阿莫代伊（Dario Amodei）、Meta首席执行官马克·扎克伯格、OpenAI总裁兼联合创始人格雷格·布罗克曼以及英伟达CEO黄仁勋。 当被问及该文件是否具有任何约束力时，特朗普在白宫外表示，该文件“具有道德约束力” 。

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