エージェント型AIのトリレンマ(コスト、規模、データ・セキュリティー)を解決
…AI Assistant Builder Home Page: Intel® AI Super Builder Intel AI Assistant Builder GitHub: Intel AI Super Builder Small Print: Performance varies by use, configuration and other factors. Learn more at www…
Developer-optimized Windows 11 experience to build and ship faster. Coreutils for Windows – a set of Linux-like command line utilities that run natively on Windows, now generally available. WSL containers – a built-in way to create, run and interact with Linux containers using familiar CLI & API, coming soon to public preview. Windows Development Skills – gives agents structured knowledge to build great native Windows apps end-to-end using WinUI3 skills and WinApp CLI, now generally available. Intelligent Terminal – intentionally brings context-aware intelligence to your favorite agents dire
Build 2026: Furthering Windows as the trusted platform for developmentEarlier this week at GTC Taipei, NVIDIA unveiled the NVIDIA RTX Spark product family, including small form factor desktops and laptops built for the age of personal assistants. These desktops and laptops deliver 1 petaflop of AI power, up to 128 GB of memory, and CUDA-accelerated AI frameworks for running large models alongside everyday work. Microsoft is creating an RTX Spark special developer edition—the Microsoft Surface NVIDIA RTX Spark Dev Box—preloaded with a modified Windows configured for developers and the top developer tools you need to get started. To learn more, see Building the n
Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA | NVIDIA Technical BlogWith agents running 24 hours a day, seven days a week on increasingly complex tasks, efficient local compute matters even more. NVIDIA has collaborated with the open source community to enhance the top inference backends for agents, llama.cpp and vLLM. llama.cpp now delivers 2x performance on Qwen 3.5 and 3.6 27B dense models, and 1.6x performance on Qwen 3.5 and 3.6 35B mixture-of-expert (MoE) models. The following two techniques make this possible: Multi-Token Prediction (MTP): An advanced speculative decoding technique, where a smaller draft model proposes several tokens ahead that the targ
Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA | NVIDIA Technical BlogThe NVIDIA AI for Media SDK (AI4M) is now available under private access for developers building AI-powered video and broadcast pipelines. It includes the following features: LipSync reaches GA: With language-optimized models now supporting French, German, and Spanish, LipSync enables higher-quality dubbing and content localization with improved articulation over the base model. Active Speaker Detection (ASD) GA: Enhanced multicamera and multimic support plus cross-video speaker ID correlation unlock automated workflows—lip-sync dubbing, video editing, and advanced logging—that previously re
Build Personal AI Agents on Windows PCs with New Tools from Microsoft and NVIDIA | NVIDIA Technical Blog…AI Assistant Builder Home Page: Intel® AI Super Builder Intel AI Assistant Builder GitHub: Intel AI Super Builder Small Print: Performance varies by use, configuration and other factors. Learn more at www…
…on its laurels with Windows 11 gaming optimization, with Xbox Mode now being rolled out to desktop PC users. Xbox Is AI the right companion when building a PC for the first…
…opportunity to spend it building alongside the teams here at Microsoft in service of our customers. With deep gratitude, Yusuf. Join us on Reddit at r/WindowsCentral to share your insights and…
…Laptops Microsoft is treating the Windows search and widgets boxes like a supermarket checkout line. Windows Some think that an AI can write helpful articles, but my results say otherwise. Artificial Intelligence…
Hey we’re Faiz and Saheed and we built Minicor so AI companies who need to integrate to desktop systems with no API can quickly build scalable desktop RPAs. Demo: https://www.youtube.com/watch?v=MD0GHZIJ1cwWe were workin…
Apologies for the claude dump, but this was too tempting to resist and partly also my context window is too small to generate a long thesis (a.k.a lazy). I wanted to share it with people as a conversation starter since m…
A study into the evolution of ChatGPT users should be conducted 😭 Day 1: "Can you explain Python loops?" Day 30: "Build me Windows 12, solve AGI, optimize everything in my life, launch my startup, and don't fuck up." The…
Hi HN — I'm Jiawei, one of two co-founders of VCoding.4.5mb IDE that uses only 8mb of ram!Github to check it out: https://github.com/Tonyjw2014/VcodingA few honest notes since I'd rather front-run the obvious questions:W…
We had a situation this week where someone from another department scheduled time with IT because they wanted us to “move their app into production.” At first I assumed it was a normal internal tool request. Nope. They h…
…Because of the new AI agent, your favorite and most-used Windows apps could soon see the same performance boost that's on the way to core parts of Windows 11, at…
…Windows: Derived From Rust Coreutils Written by Michael Larabel in Microsoft on 3 June 2026 at 05:47 AM EDT. 33 Comments As another interesting takeaway from this week's Microsoft Build…
…Next week, at Computex 2026, we should see the debut of NVIDIA's N1 processors for desktop computers. Build 2026 is also kicking off, but do not expect to see Windows 12…
…build around in the Windows ecosystem. According to Qualcomm, Snapdragon C delivers "incredible all-day battery life" for entry-level laptops while keeping the price low, with systems purportedly starting at $300…
…According to Microsoft, this "is our earliest preview build for Windows and is not aligned to a retail version of Windows." The other major change is the end of gradual feature rollouts…
…The Windows 11 Release Preview channel is also sticking around and will continue to be the place to test production-ready builds of Windows 11, a handful of weeks before general availability…