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e compared to Anthropic's because it’s been using a net figure while Anthropic has been using gross (ie Anthropic's number includes the sales of models by partners like Amazon and Microsoft, even though the partners take a percentage of those sales). But when the FT got its hands on OpenAI's latest revenue figure — circulated as part of the company's current funding round — the paper blew it up into a headline saying it was $20 billion below earlier reports. The story explained this, but stocks

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the current iteration of the tech. Trump adopting “super intelligence” might seem good for companies that had already hitched their wagon to superintelligence, including Meta and Microsoft. And as public opinion turns against AI, some in the industry may desire a rebrand. But forcing immediate adoption of SI also undercuts companies’ ability to promote big, new, flashy AI products as “superintelligent”, instead applying the term to everything from a future machine god to years-old music-slop ge

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energy . —Cici Zhang The must-reads I’ve combed the internet to find you today’s most fun/important/scary/fascinating stories about technology. 1 The US has frozen green cards for Microsoft and other IT firms It’s accused them of using visa fraud to replace American workers. ( CNBC ) + And suspended them from a key green-card program. ( AP ) + Adobe, Infosys, Tata, and other IT firms are also affected. ( TechCrunch ) + Microsoft says 80% of its H-1B filings involved existing staff. ( BBC ) 2 A d

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New Microsoft paper shows that agents can learn software skills from raw usage logs by keeping only skill edits that better predict users' next actions. i.e. You do not need a live test environment to check whether a new agent skill helps, because next-action accuracy on old logs tracked live success. Usage logs hold lots of know-how, but they record no goals, often mix several tasks, and cannot be replayed. Earlier methods, like Agent Workflow Memory, need goal-labeled examples or a live enviro

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ology partner at Irish law firm William Fry, on LinkedIn, external. "This level of anthropomorphisation of AI is harmful. It leads people to believe that it's something it's not." Microsoft AI director Mustafa Suleyman, who in September criticised rival firm Anthropic for treating AI like it is human, reacted to Anthropic's update with a melting face emoji. What is AI, how does it work and why are some people concerned about it?Published14 September; The people who think AI might become consciou

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ble consciousness Why it matters: Anthropic says it doesn’t know if Claude is conscious, and this rule acts on that doubt. Not everyone agrees with the approach, though, including Microsoft AI’s Mustafa Suleyman, who argues models can’t feel or suffer and warns that treating them as if they might could eventually make AI harder to control from the safety front. QUICK HITS ▸ Andrew used AI to revive a 15-year-old MinecraftEdu world Today’s workflow comes from reader Andrew Bartlett: “MinecraftEdu

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telligence Azure Document Intelligence covers over 100 languages and performs reliably on structured, form-type documents across a broad range of scripts. The integration into the Microsoft enterprise ecosystem is a practical advantage for organizations already running on Azure. It handles standard document types well and the prebuilt models for common formats like invoices and identity documents reduce implementation time. Complex, unstructured documents and genuinely novel layouts are where ac

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I. For developers, the agent is the product and the model is a routing decision. TL;DR Runs on: Google Cloud (AI Hypercomputer). Reached from web, mobile, desktop, CLI, Workspace, Microsoft 365, Slack, or headless; Best: Bloomberg Media lifted SQL query accuracy by 63% by grounding data agents in Knowledge Catalog; Bottom line: Best: 1 governed agent with cloud memory, sub-agents and hard spend caps; Worst: buyers must evaluate it on customer anecdotes, not reproducible numbers What is the Googl

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get. “It’s an everyday use of a personal assistant in your everyday work.” While Google is the first frontier AI developer with a workplace personal agent, rivals such as Meta and Microsoft have launched their own digital workers. Meta introduced the Muse personal agent last month; it carries out long-running tasks for consumers and could appeal to small businesses. Microsoft, meanwhile, introduced Copilot Autopilot, an AI digital teammate for enterprise teams. “It’s the lowest hanging fruit to

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— but not to train its AI Sep 25, 2026 2 mins Show me more Google positions Gemini 4 Argon for long-horizon agentic work China clears Alibaba’s Qwen AI just in time for iPhone Duo Microsoft knows it robbed publishers to train AI. It just doesn’t care Can your tech stack actually handle AI? Microsoft Copilot Growth, ClaudeBleed Risk, LinkedIn GDPR Complaint | Ep. 84 AI agents are starting to talk to each other. Here’s what could go wrong AI slop is creating more work, not less. Here's why. Why AI

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ity case for NPO/CPO (notes); HBM: SemiAnalysis says SK Hynix’s acknowledgment that 16-hi is difficult undercuts the case for D2W hybrid bonding in HBM (SemiAnalysis); Sandboxing: Microsoft open-sourced mxc, a cross-platform sandbox using bubblewrap, seatbelt and process 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 vi

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ogress,” and the company hasn’t explained how permissions will work across the two systems once that lands, a gap that stands out as the industry moves toward agent identity, with Microsoft giving its Copilot agents identities of their own . Cosmos runs agents in isolated VMs with configurable review checkpoints, and while role-based access controls set the outer boundary on what production data the agent can reach through the delivery graph, it remains unclear which downstream actions it can ta

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table as code and exportable as MP4. Dashboards is available for paid users, Motion for Team and Enterprise plans. Docs, Slides, and Design are leaving beta and now work across all plans, including free accounts. Anthropic says more than 45 million documents have been created with these tools. That traction might be one reason Microsoft is reportedly cutting back on Claude usage . The earlier announced Claude Design will be folded into the main app by December 14. A migration guide is available.

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u own and can improve gradually. The first return you get is a natural-language sparring partner. Instead of searching for files, I can search for ideas. I can ask, "What was that Microsoft CI/CD model again?" and the system can connect the vague memory to the right research. Because it also understands my context, it can ask whether I mean the material for a talk or a specific internal project. That is the difference between file retrieval and organizational memory. The system is not only locat

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Team B) interact with the system through two paths. Both paths authenticate through the AWS IAM Identity Center Portal, which federates with an external identity provider (such as Microsoft Entra ID) shown at the bottom-left. The first path is through CLI access. Users authenticate with aws sso login, which redirects them to the Identity Center portal, and then obtain temporary credentials from their team’s permission set to submit tasks directly to the EKS cluster with kubectl. In the diagram,

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Windows now has sandboxing! Microsoft released an open-source repo, mxc, for sandboxed code execution. We collaborated with Windows to add mxc OS level sandboxing to Unsloth which adds just <100 ms of overhead.

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es that perfectly. What headphones should I get for Prime Day? Apple, Bose, or Sony (Up to $120 off) All of the new NVIDIA RTX Spark-powered Copilot+ PCs now up for pre-order from Microsoft, Dell, HP, and more Windows laptops & PCs start at just $179 in Best Buy’s updated Techtober Sale: Copilot+ PCs, OLED models, more up to $770 off Amazon’s fall Prime Day sale may be over, but Best Buy’s Techtober Sale is still going strong with plenty of deals across PCs, Apple gear, appliances, and more. In

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域接続にも対応します。 提供開始は今月（2026年10月）8日から。料金はさくらインターネットへの問い合わせとなります。 IT系の雑誌編集者、オンラインメディア発行人を経て独立。2009年にPublickeyを開始しました。 （詳しいプロフィール） Publickeyの新着情報をチェックしませんか？ Windows上でAIエージェントの実行を安全に隔離する「Microsoft Execution Containers」（MXC）正式リリース。ファイルやネットワークなどの境界を柔軟にカスタマイズ; Webアプリフレームワークの「SvelteKit 3」正式リリース。設定をViteに集約、型安全やエラー処理の改善など; 「情シスって楽しい」がテーマ。チームみらい安野党首、ひろゆき氏、OpenID Foundation崎村氏らが登壇。BTCONJP 2026［PR］; Deno開発元がCloudflareに合流。Denoの開発は終了へ、今後はCloudflare WorkersとDurable Objectsのオープンソース実装に注力; さくらインターネット、GPU専有によりトークン消費量を

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the board has the power to fire anyone, including him — which he brings up whenever people are worried about an undue concentration of power at the company — he immediately dials Microsoft CEO Satya Nadella and begs for his support, then convenes a cabal of OpenAI executives and employees at his home over a few days to either get his role back or take everyone with him to Microsoft, effectively leaving OpenAI behind as a shell company. When the board invites him back to the OpenAI offices to di

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bots. Zoom lets you transcribe conversations in real time or after the meeting ends using the Zoom API. Meanwhile, you use the Graph API to retrieve post-meeting transcriptions in Microsoft Teams. What's the difference between real-time and batch transcription? Real-time transcription converts audio streams into captions instantly, while batch transcription processes recordings after the conversation ends. Because batch transcription has a larger context window, it is more precise than real-time

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