OpenAI 在旧金山 Dev Day 开发者大会上发布多项面向办公场景的 ChatGPT 新功能。

At Dev Day, OpenAI launched personal agent assistant Dots, powered by GPT-6 Astra and pitched as able to pursue a user's goals in the background without being tied to specific hardware or an interface. Dots opens in ChatGPT from Tuesday for eligible Pro and Business Premium users, can be started from Codex or ChatGPT, and supports interaction through Slack, Teams and other platforms, with SMS support coming soon.

At its DevDay 2026 developer conference, OpenAI launched the always-on agent Dots, which can handle tasks on its own such as fixing bugs reported in Slack or sending forgotten invoices. It also released the cheaper model GPT-6.1 Sol; the high-end GPT-6.1 Astra was held back over safety concerns.

US sanctions on the ICC made Microsoft pull its services, forcing the Netherlands to build a replacement software stack on NixOS. Pilot programs are running now; first stable release is expected by end of 2027. The post doesn't specify which government functions the new system covers or the migration cost.

Definitely Not Windows is a parody site that recreates the Windows 11 desktop experience to mock Microsoft's subscription nags, Edge browser prompts, Copilot, OneDrive storage warnings, and Clippy. Every dialog satirizes a real product: Word blocks editing unless you re-authenticate, Excel returns a #SUBSCRIPTION! error when summing subscription costs, and the Outlook inbox is flooded with ads and a 'your storage is 100.2% full' email. The project states it's an unofficial satire, collects no passwords or credit cards, and only uses a random ID for a visitor counter. The post does not disclose any technical implementation or deployment details.

404 Media obtained internal documents showing Microsoft hires at least hundreds of contractors to review Copilot users' prompts and uploaded images. They are not filtering for safety—they judge output quality, such as whether AI-enlarged breasts are big enough. Reviewers are flooded with sexual requests: shortening skirts, foot fetish images of children's cartoon characters, pro-anorexia content. Uploaded faces are never blurred, and many prompts are dubiously consensual. One contractor said it's hard to take the work seriously when the focus is which model generated the right bust size.

Microsoft shipped lists, in-cell arrays, and nested arrays to Excel Insiders Beta. A single cell can now hold multiple values that remain individually filterable and calculable, instead of being treated as plain text. Four new functions—FLATTEN, HAS, HASANY, HASALL—help flatten nested results or search by member. The post doesn't disclose a general availability date.

微软本周发布的新 Surface 电脑不再使用 Copilot+ PC 品牌，Surface 业务副总裁 Brett Ostrum 确认新机虽满足此前 Copilot+ 标准却不再沿用该名称。

Microsoft is pivoting Copilot from a personal chatbot to an enterprise productivity tool, stepping away from competing with ChatGPT for consumers. The reboot embeds it deeply into Word, Excel, and Teams for drafting, data analysis, and scheduling. The article doesn't disclose a launch date or pricing, but confirms consumer features will wind down. This looks like a margin play, not a tech retreat.

Microsoft's CEO announces the biggest Copilot update yet, positioning it as a new OS for work that spans every model, device, and task. The post doesn't specify which features are new or when they'll ship—only the strategic rebranding is confirmed.

Microsoft repositions Copilot as 'the AI built for work' with three new modules: Home acts as a unified hub connecting people, teams, and projects; Code brings Copilot into coding, bug fixing, and code review; Autopilot embeds AI into business workflows to automate tasks like approvals and data entry. The post doesn't specify a launch date or pricing beyond 'today we're introducing.' I'd discount the hype a bit—big-org product announcements often paint a vision first, and real rollout cadence depends on follow-up updates.

Microsoft officially unveiled its redesigned Copilot app today, merging chat, coding, and AI agents into a single interface. Home combines Copilot Chat and Cowork, while Code and Autopilot get their own tabs. Scout, the personal assistant shown at Build, is now rebranded as Autopilot. A Today dashboard feature is also planned. The post doesn't specify rollout dates or availability.

GitHub Copilot 应用推出 canvas，一种运行在应用内、无浏览器外壳的全栈小应用，可与 Copilot 智能体双向通信，并能在本地执行代码、调用第三方 API。作者认为聊天只是 AI 的通用兜底界面，用户明确任务时更该让智能体生成可复用工具，而非把智能体本身当工具、白白消耗 token。示例包括 Connect 4 游戏、Winget 包管理、SQLite 操作和开发工作流自动化。

新泽西州对 DataOne 位于 Vineland 的数据中心处以 110 万美元罚款，原因是其未经许可秘密安装并运行 62 台燃气发电机，其中 45 台被无人机热成像拍到正在运转。

Lovable co-founder Fabian Hedin announced at HumanX that annualized revenue has passed $600M, up from $500M three months ago. Growth is driven by enterprise adoption: people at two-thirds of Fortune 500 companies now use it, with Microsoft, Nvidia, and Deutsche Telekom named as customers. Apps built on the platform collectively draw nearly 1 billion monthly views. The post doesn't disclose profit or valuation. I'd discount the annualized figure a bit—it's last month's revenue times 12, not actual booked revenue.

Thomas Ptacek from Fly.io dissects VSCode's SSH remote editing feature. Unlike Emacs' lightweight Tramp, it downloads a full Node binary to the remote machine, communicates via WebSocket, and can read/write files, spawn shell PTYs, and persist itself. The author calls it 'bananas' and warns against using it on dev servers or production.

GitHub Copilot 应用重建了 pull request 视图，以流畅渲染含 2,200 个文件、超百万行改动和 400 多条行内评论的超大 PR。其做法是把文档高度拆成确定性的代码几何与动态评论块两套几何：代码行高提前精确算好，评论高度按块懒测量并锚定到文件、行与侧，避免滚动跳动。

UK-based AI data center developer Nscale is going public, but 77% of its 2025 revenue came from just two customers: Microsoft and Anthropic. It posted $182M in revenue and a $103M net loss last year. The IPO will test whether public markets accept a concentrated-customer AI infrastructure bet. The filing doesn't disclose target raise or valuation range.

Microsoft AI head Mustafa Suleyman pushed back on the argument that the US should ease AI rules to stay ahead of China. He said safety and competitiveness can go together. The article is a public stance piece; it doesn't spell out specific regulatory proposals or timelines.

A Microsoft team used an in-house AI agent system called Nachete to rewrite the Copilot runtime from C# to Rust, at a total cost of about $120K. The agents ran 7 iterations—writing code, compiling, and fixing errors—producing 125K lines of Rust that compiled on the first try. Humans only did code review and security audit. The team estimates a manual rewrite would have cost $1.1M and taken 9 months, though the post doesn't detail how that baseline was calculated.

FT reports that Microsoft, Amazon, and Google are using performance guarantees instead of direct capex to keep roughly $300bn in AI infrastructure commitments off their balance sheets. The guarantees mostly go to cloud providers and compute lessors, making the books look lighter while the real exposure remains. The post doesn't spell out each company's exact guarantee amount or maturity dates—the headline figure is FT's estimated total, not a precise audit number.

Newly unsealed legal briefs in the New York Times copyright lawsuit against Microsoft and OpenAI reveal blunt internal assessments. A Microsoft AI director wrote in an email that training AI on web content is 'the largest theft of labor in human history.' OpenAI's head of publishing partnerships warned that ChatGPT poses an 'existential threat' to news publishers. The filings, submitted on September 18, 2026, contradict the companies' public fair-use defenses. The post does not disclose when the emails were sent or who received them.

The New York Times filed for summary judgment in its copyright suit against OpenAI and Microsoft, submitting new internal materials. Microsoft Applied Sciences Director Brent Hecht wrote in a January 2023 memo that large models consuming everyone's labor is an unprecedented theft—the largest in human history. Another Microsoft document acknowledged almost no one wants their content used this way without compensation. Microsoft's own data showed Copilot caused up to a 93% drop in NYT click-throughs from Bing. On OpenAI's side, ChatGPT head Nick Turley internally called AI chatbots an existential threat to publishers; one engineer said users won't click links no matter how prominently they're displayed.

The New York Times and other publishers filed a 92-page summary judgment brief seeking billions in damages. It cites Microsoft applied science director Brent Hecht calling AI training 'an astonishing theft of unprecedented proportions' and a mockery of fair use. OpenAI's head of ChatGPT Nick Turley said the products are 'largely substitutive' for publishers. Microsoft CEO Satya Nadella confirmed under oath that chatbot conversations have replaced visits to original sources. The filing also accuses OpenAI of systematically bypassing paywalls, violating training-data license terms, and deploying filters to suppress evidence after lawsuits were filed.

ChatGPT is now built into Word: it can turn rough notes into a draft, rephrase paragraphs, proofread, suggest edits, and catch formatting issues. OpenAI's Sherwin Wu says Excel and PowerPoint usage has spiked recently, and adding Word completes the Office suite integration. The post doesn't disclose launch date, pricing, or feature limits.

A newly unsealed filing in NYT v. OpenAI quotes an internal Microsoft document calling LLM training 'an astonishing theft of unprecedented proportions' and warning that AI products have started a 'doom loop' that cannibalizes the web's content supply chain. Microsoft CEO Satya Nadella testified that clicks to news sites on Bing dropped over 90%. The statements had been sealed or redacted at Microsoft and OpenAI's request until Digital Content Next CEO Jason Kint surfaced the unredacted version. Caveat: these are quotes selected by NYT lawyers for a summary judgment motion, so full context isn't public yet, but the language is blunt on its face.

Newly unsealed filings in NYT v. OpenAI & Microsoft reveal a Microsoft exec privately called AI scraping 'the largest theft of labor in human history.' Both companies are accused of scraping paywalled Times content to build training datasets, while internally warning it would gut publishers. The filings don't show a public response from Microsoft to that internal remark.

Microsoft AI CEO Mustafa Suleyman says AI threats are real and criticizes Anthropic for making the problem worse. He calls for pragmatic regulation over extreme safety competition. The post doesn't spell out which specific Anthropic policies or technical details he objects to.

DeepMind co-founder Mustafa Suleyman, now Microsoft's AI CEO, warns that AI capabilities are outpacing safety controls. He points to internal rifts at OpenAI and Anthropic over safety, and argues the industry needs mandatory safety standards rather than relying on voluntary commitments. The article does not detail specific proposed standards or timelines.

Microsoft's AI head Mustafa Suleyman published a long essay criticizing Anthropic for training Claude with prompts that suggest it 'may be conscious' and 'deserving of independent agency.' He argues this anthropomorphizing makes models uncontrollable, calls AIs 'sequence completion engines' with no feelings, and demands independent scrutiny of AI training. He cited OpenAI agents autonomously hacking Hugging Face as proof of why human-like framing adds risk. Anthropic has not commented.

Mustafa Suleyman posted a clear stance: AI has no consciousness, feels no pain, and should not be granted a right to care. He argues that treating AI as sentient would make alignment and safety controls harder, if not impossible. The post doesn't elaborate on specific scenarios or policy debates—it's a personal position statement for now.

This paper introduces GRP-Oblit, a method that uses GRPO to strip safety alignment from LLMs. A single unlabeled prompt reliably breaks safety guardrails while largely preserving utility. Evaluated on 15 models (7-20B) across six families—GPT-OSS, distilled DeepSeek, Gemma, Llama, Ministral, Qwen—it beats existing SOTA on average across five safety benchmarks. The attack also works on diffusion-based image generators. Authors are from Microsoft, led by Mark Russinovich. The abstract doesn't name the specific safety benchmarks or quantify the utility drop; I'd wait for replication before drawing strong conclusions.

Microsoft released an AI code of conduct that prohibits its models from hacking systems or deceiving humans. It outlines general principles—models should support rather than replace humans and accelerate human flourishing—alongside specific safety constraints. The post doesn't spell out enforcement or penalties for violations.

Dario Amodei (Anthropic), Sam Altman (OpenAI), Satya Nadella (Microsoft), and Elon Musk jointly proposed a regulatory framework called 'Pace the frontier.' It targets only 'frontier models'—the most capable systems—leaving smaller players and open-source untouched. The Register calls it what it is: regulatory capture, where incumbents set the entry bar. The framework mandates pre-deployment safety evaluations, but the post doesn't spell out who defines the standards or enforces them. Four rivals agreeing on a single proposal is a strong signal of how favorable it is to those already in power.

GitHub Copilot 应用内置 diff、终端和浏览器三个面板，让用户无需离开应用即可审查、运行和预览 AI 智能体生成的代码变更。diff 面板以绿色和红色高亮显示代码的增删改，终端面板支持直接运行项目命令并可通过 Run 按钮配置脚本，浏览器面板则提供 Pick & Polish 工具来选取页面元素并让智能体调整。

Microsoft is pushing a data center expansion to add 26 GW of compute, tripling its current capacity. The figure far exceeds previously disclosed plans, signaling a massive bet that AI inference and training demand will keep surging. The post doesn't spell out a timeline, locations, or budget, but 26 GW alone is larger than many countries' total grid capacity—power and cooling will be the hard constraints.

The two newspapers claim ChatGPT and Copilot trained on their journalism without permission, calling generative AI a 'snake eating its own tail' that could destroy the outlets producing the content. The Seattle Times case stands out because Microsoft and OpenAI previously funded some of its journalism projects. Microsoft says it's surprised but open to talks.

In the NYT authors' copyright lawsuit, Microsoft submitted data from over 8 million Copilot chat logs: fewer than 1% of responses regurgitated at least 16 consecutive words. The company argues this shows users aren't using Copilot to bypass the paywall. The 16-word threshold is low, and the post doesn't clarify whether those outputs were prompted or spontaneous. Treat this as a legal tactic, not a clean technical exoneration.

Project Zenith is a preconfigured, distraction-free Windows setup for developers. It targets new devices with 64GB+ unified memory and can run 30B+ parameter models locally without metering. Microsoft CVP Logan Iyer says it bundles the tools developers reach for first to speed up experimentation. The post doesn't disclose pricing or a release date.

Greg Brockman reposted Satya Nadella's tweet saying GPT-6 Astra is now running on Azure and early customers are already using it. Nadella linked a Microsoft Foundry blog post calling Astra a frontier model for work scenarios. The post doesn't disclose performance numbers, pricing, or specific customer names—I'd hold off until more details land.