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d HiCache to enable cost-efficient, production-ready serving for agentic workloads. TPU recipes for Beam and access to SGLang-TorchTPU will be available soon. Sign up through this Google Form to receive the latest updates. Reinforcement learning in Miles Miles supports Beam through a Megatron plugin and runs rollouts on Reflection's SGLang build. The training backend implements Beam's sandwich normalization with depth-scaled residuals, SSMax attention scaling, hybrid sliding-window attention, ga

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t, and is not yet available to organizations using customer-managed encryption keys. A Claude organization is required even when developers use Claude Code through Amazon Bedrock, Google Cloud’s Agent Platform, or Microsoft Foundry. The documentation cautions that Code Review uses AI and may miss bugs, security vulnerabilities, or other issues, and that a review with no findings does not mean code is error-free or secure. Anthropic introduced Code Review as a research preview for Team and Enterp

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s not used to determine creditworthiness or for lending purposes. Setup, Permissions, and Stored Data OpenAI’s browser-extension documentation states that the extension works with Google Chrome, Microsoft Edge, Brave, Opera, and Vivaldi from the ChatGPT desktop app, with side chat available in Chrome, Edge, Brave, and Vivaldi but not in Opera. Setup runs through the Computer Use section of the desktop app’s settings: users install the extension from the browser’s store, confirm the browser shows

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Google Tag Manager (noscript) End Google Tag Manager (noscript) The first Windows 11 on Arm PCs powered by RTX Spark become available tomorrow, and Nvidia says the app ecosystem is ready, with multiple creator, developer, games, and local AI solutions already optimized for the platform. “Nvidia RTX Spark is a new beginning for the PC, a reinvention combining the capabilities of a gaming PC, a creative studio, and a personal AI supercomputer into a single superchip,” the Nvidia announcement expla

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Google Tag Manager (noscript) End Google Tag Manager (noscript) Brave has partnered with NEAR AI to deliver end-to-end encrypted chats to its privacy-first Leo AI assistant. “In 2014, I argued in ‘Trust but Verify’ that users shouldn’t have to place blind trust in the software they rely on,” Brave CEO Brendan Eich says. “They should be able to verify it; this is a user-first principle. AI has raised the stakes, yet too much of it still runs on ‘trust me bro’ promises, often at the user’s expense

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Google Tag Manager (noscript) End Google Tag Manager (noscript) Llama Windows is a free, open source desktop app that brings the llama.cpp local AI inferencing library to Windows 11, similar to the llama.app on Mac. “With Llama Windows, you can pick a model from the Hugging Face Hub, download it in one click, and run it locally from the notification area,” the Hugging Face announcement explains. “No terminal, no build step, no admin rights.” Llama Windows launches with native support for Windows

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of this possible, Eney integrates with a wide range of apps and services. It works with Apple Mail, Calendar, and Reminders out of the box, and also supports connections to Gmail, Google Calendar, Google Drive, Slack, Notion, Jira, Linear, and more. The idea is to let users work across these services through a single interface, without constantly switching between apps or manually transferring information from one to another. Availability Eney launches today on the Mac, and you can get it here.

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Add as a preferredsource on Google Introduction Teams shipping AI agents at scale keep running into the same pattern. Even agents built on top-tier models like Fable and Astra struggle to carry out complex, end-to-end tasks inside a specific product consistently enough to deploy. So teams grind out evals for the workflows that matter most, often hundreds or thousands of hand-written cases, and then improve the agent bit by bit through prompt edits, harness fixes, and special cases until it passe

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Bee users can make purchases from Amazon or ask Alexa for their Bee insights, summaries, or to-dos hands-free. Bee also works with your existing productivity software, like Gmail, Google Calendar, and Microsoft Outlook, so it can draft emails, set up meetings, surface action items, and more. Plus, you can upload photos to Bee or connect it with Apple’s HealthKit to add a picture of your overall wellness to be integrated into your provided insights. The Bee Frontier and Bee Eclipse both have just

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o enable cost-efficient, production-ready serving for agentic workloads. TPU recipes for Muse Spark Open and access to SGLang-TorchTPU will be available soon. Sign up through this Google Form to receive the latest updates. Reinforcement Learning Miles provides distributed training support for Muse Spark Open through Megatron-Core, covering the model's compressed MoE, normalization, and residual gating. Each expert output is normalized independently, then combined as a routing-weighted sum in FP3

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hnical accuracy, clarity, and responsible coverage of the rapidly evolving AI compute landscape. Discover More Microsoft Research Publishes AI Weather Forecasting Study in Nature; Google Rolls Out AI Scam Defenses Across Android Messages and Calls; OpenAI Alleges Employee Who Rejoined Apple Took Unreleased Device Files; Baseten Adds Runway’s Gen-4.5 and Aleph 2.0 to Dedicated Inference; Illumina Debuts BioInsight Platform Unifying AI, Software, and Data; Kyndryl Applies Agentic AI Framework to T

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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気にせず定額で利用できる「さくらのAI Engineプライベートエディション」提供開始を発表; AWS、DuckDBをAurora PostgreSQLに統合。ETL不要で直接データレイクを読み取り可能にしたと発表; マイクロソフト、VS CodeにAIモデルのオーケストレーションで高品質低コストなAIを実現する「HydraFusion」をプレビュー実装; FDE（フォワードデプロイドエンジニアリング）によって開発されたAIエージェントの7割は使われず、FDEの名前で単なるコンサルティングが販売されるようになる危険が高まるとガートナーが予測; Cloudflare ContainersがAIエージェント向けに刷新。起動が6倍速、ファイルシステムのスナップショット機能など; Google、サンドボックス型コンテナランタイムの「gVisor」をCNCFに寄贈したと発表 Publickeyについて／運営者について; お問い合わせ; 広告について; プライバシーポリシー; 読者が安心して記事を読めるようにするための取り組みについて

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s no shortage of work happening on sandbox environments for agents. Third-party cloud sandbox platforms include E2B, Daytona, and Modal. Projects such as Kubernetes Agent Sandbox, Google's Agent Substrate, and AWS Lambda MicroVMs also show growing demand for bring-your-own-cloud and bring-your-own-infrastructure solutions. Each platform makes different tradeoffs across isolation, persistence, startup speed, operational simplicity, and deployment flexibility. A backend that is right for short-liv

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oherent fashion across their rackscale systems, or even the 576 or 1,152 multi-tiered NVSwitch coherent fabrics that Nvidia is promising for production environments in the future. Google’s “Sunfish” TPU 8t training chip (which is not yet shipping) tops out at 9,600 TPUs in a coherency domain, while the “Zebrafish” TPU 8i inference chip has a “boardfly” topology that peaks at 32 in a boardfly (a dragonfly topology of eight dragonfly nodes with four TPUs per node) and 1,152 in a group of 36 boardf

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, Apple said. Apple first released its Home app to control smart gadgets in 2016, ⁠with HomePod smart speakers following in 2018, but those offerings are competing with Alphabet’s Google Home speakers and Amazon’s Echo line. Analysts said two major hurdles for Apple were making its devices work with a variety of third-party gadgets and ‌the limited ability of Siri to give useful answers. The HomeView device includes a revamped version of Siri AI, the company announced. An Apple press release des

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zmaier, Workday’s president of product and technology, said in the briefing, and users lose the Jev-driven interface and some context along the way. Workday’s May partnership with Google Cloud already covers A2UI , Google’s spec for agents to describe interfaces that host apps then render. MCP Apps , a Model Context Protocol extension, brings interactive UI into Claude and ChatGPT. Neither shows up in Workday’s announcements this week, so for now, it seems, employees who reach Sana through Claud

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26 1 min; newsAnthropic’s new framework will let AI agents control hardware Aug 28, 2026 1 min; newsMicrosoft moves to limit AI use by its employees Aug 5, 2026 1 min 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 a

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the company experimenting with ways to provide ambient AI experiences that actually benefit consumers. It puts the company up against products in the ilk of Amazon’s Echo Show or Google’s Nest. It also echoes Samsung’s SmartThings ecosystem, but platform integration and privacy may give it the edge. Apple Apple Home Collection partnerships The Apple Home Collection is a rare excursion into partnership, with Apple working with both LG Electronics and Schneider Electric to introduce a new range o

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tion at every stage of functions such as financial closing or preparation of workforce plans by HR. Sana also works within other AI tools and platforms including Anthropic Claude, Google Cloud’s Gemini Enterprise, and Microsoft Copilot, as well as within Microsoft Teams and Slack. But, Workday said in its announcement, “third-party AI tools and platforms never get raw access to Workday data — they can now access this data through Sana, and Sana does the reasoning, applies each company’s own perm

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ctional interface or something in between. Customers in the US, Australia, Canada, India, New Zealand and the UK can preorder the HomeView right now for $299, with devices available from Nov. 13. It comes in silver, starlight, rose pink and space gray, so there’s bound to be at least one option that will fit your home decor scheme. The Latest from Katie Google’s Demis Hassabis Puts a Hopeful Spin on AI’s Environmental Impact I Put the Oppo Find X10 Pro’s Camera to the Test. These Are the Results

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