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Build 2026: Furthering Windows as the trusted platform for development
Winsage
June 3, 2026

Build 2026: Furthering Windows as the trusted platform for development

Build is an annual event focused on connecting with the global developer community and sharing innovations. Feedback from developers emphasizes the need for a frictionless and adaptable platform for seamless development across various environments. Key announcements include: - Coreutils for Windows: A suite of Linux-like command line utilities available natively on Windows. - WSL containers: A forthcoming public preview feature for creating and interacting with Linux containers. - Windows Development Skills: Structured knowledge for building native Windows apps using WinUI3 and WinApp CLI, now generally available. - Intelligent Terminal: An experimental feature integrating context-aware intelligence into the terminal for improved debugging and task execution. - Windows Developer Configurations: A WinGet-powered setup for distraction-free development, now generally available. - Windows 365 with Developer Configuration: A pre-configured cloud-based development environment in public preview. For security, the announcements include: - Microsoft Execution Containers (MXC) SDK: A policy-driven execution layer for agent access and containment, available in early preview. - Agent 365 integration: Enhances security for agents with protections from Defender, Entra, Intune, and Purview, available in preview. - OpenClaw: Runs securely on Windows using MXC for easy installation of agent connections. - NVIDIA's OpenShell: A deployment package for autonomous agents on Windows, built on MXC. - Windows 365 for Agents: Secure Cloud PCs for executing enterprise workflows, now generally available. For AI capabilities: - Aion 1.0 Instruct: An on-device small language model for local workloads, available soon. - Expanded Windows AI APIs: Now accessible on more Windows 11 PCs, enhancing local AI capabilities. - Surface RTX Spark Dev Box: A device for developers featuring NVIDIA RTX Spark silicon for local AI workloads. - DGX Station for Windows: A powerful AI supercomputer for developing agents, coming in Q4. - Project Solara: A platform for agent-driven experiences, simplifying development across environments. - New Speech Recognition API: Real-time, on-device transcription capabilities. - Expansion of Windows AI APIs across GPUs and CPUs: Now available for broader hardware support. Windows is enhancing its security framework to reduce risks and ensure robust protection for applications.
Nvidia unveils DGX Station for Windows AI workstations
Winsage
June 2, 2026

Nvidia unveils DGX Station for Windows AI workstations

NVIDIA has launched the DGX Station for Windows, a deskside system designed for extensive AI workloads on Windows machines, marking a shift from traditional Linux-based systems. It features the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip, capable of executing AI models with up to 1 trillion parameters. The system supports model training, fine-tuning, inference, data science, and multi-agent development, allowing hundreds of agents to run concurrently. A key feature is the NVIDIA OpenShell on Windows, which provides a secure runtime environment for autonomous agents. The DGX Station integrates with existing enterprise management frameworks and extends Windows security and compliance tools. Its hardware architecture includes a Blackwell Ultra GPU, a 72-core Grace CPU, up to 748GB of coherent memory, and networking capabilities of up to 800Gb/s. It is designed for individual specialists or collaborative teams and can be paired with an NVIDIA RTX PRO 6000 Blackwell Workstation GPU. The DGX Station will be available through vendors like ASUS, Dell Technologies, GIGABYTE, HP, MSI, and Supermicro.
Microsoft, Nvidia launch RTX Spark Windows AI PC lineup
Winsage
June 2, 2026

Microsoft, Nvidia launch RTX Spark Windows AI PC lineup

Microsoft and Nvidia have launched a new series of Windows PCs powered by the Nvidia RTX Spark platform, featuring devices from manufacturers like Surface, Asus, Dell, HP, Lenovo, and MSI. The RTX Spark platform delivers up to 1 petaflop of AI performance, with up to 20 Arm-based CPU cores, 6,144 Blackwell RTX cores, and 128GB of unified memory. Microsoft has optimized Windows for this architecture, enhancing scheduling, power management, and memory handling. The new workload profile scheduling feature optimizes task distribution across the cores, while the Microsoft Power and Thermal Framework improves performance, battery life, and heat management. Windows' support for unified memory has been enhanced, allowing for larger AI models and demanding creative tasks. Microsoft's Prism emulator for x86 applications has been optimized for RTX Spark systems, improving compatibility and speed. Creative applications like Blender, DaVinci Resolve, and Adobe Photoshop are supported, along with MATLAB for technical users. Gaming support includes native anti-cheat software and compatibility with popular titles such as League of Legends and Valorant. The new systems are categorized under Microsoft's Copilot+ PC line, which combines AI processing with enhanced graphics capabilities. Devices showcased include Microsoft's Surface Laptop Ultra and models from Asus, Dell, HP, Lenovo, and MSI. Microsoft also plans to scale Windows to the Nvidia DGX Station for Windows, enabling larger AI models and workstation-class workloads. The initiative aims to unify AI workloads across consumer PCs, creator laptops, and workstations, allowing users to run larger models locally and integrate AI computing into their workflows.
Introducing a powerful new chapter for Windows PCs, accelerated by NVIDIA RTX Spark
Winsage
June 1, 2026

Introducing a powerful new chapter for Windows PCs, accelerated by NVIDIA RTX Spark

At NVIDIA's GTC event, Microsoft and NVIDIA announced a collaboration to launch powerful thin-and-light Windows PCs enhanced by NVIDIA RTX Spark technology, aimed at developers, creators, and power users for AI applications. The new PCs feature RTX Spark with 1 petaflop of AI performance, up to 6144 Blackwell RTX cores, 20 power-efficient Arm architecture cores, and up to 128GB of unified memory. Microsoft implemented workload profile scheduling (WPS) to optimize task distribution across cores and introduced the Microsoft Power and Thermal Framework (MPTF) for improved power efficiency. The Prism emulator has been optimized for these PCs, ensuring smooth operation of x86 applications. Microsoft is also enhancing Windows 11's performance and reliability, with a focus on securely building and running AI agents. A range of RTX Spark-powered devices will be available from manufacturers like Microsoft Surface, ASUS, Dell, HP, Lenovo, and MSI starting this Fall. The Surface Laptop Ultra is specifically designed for creators, while other models from ASUS, Dell, HP, Lenovo, and MSI also emphasize AI performance. Additionally, Microsoft and NVIDIA are scaling Windows to NVIDIA DGX Station, which will feature the NVIDIA GB300 Grace Blackwell Ultra Desktop Superchip for advanced AI workloads.
Why Your Windows 11 PC Doesn't Get AI Features
Winsage
May 18, 2026

Why Your Windows 11 PC Doesn’t Get AI Features

Several hundred million Windows 11 users are experiencing frustrations due to the absence of Microsoft features like Recall and Cocreator, which are only available on Copilot+ PCs. Microsoft has divided Windows 11 into two tiers, with the latest AI functionalities requiring specific hardware known as Copilot+ PC. To qualify, a device must have: - An NPU capable of at least 40 TOPS - A minimum of 16 GB of RAM (DDR5 or LPDDR5) - At least 256 GB of SSD storage - Windows 11 version 24H2 or newer - A processor from specific families: Qualcomm Snapdragon X series, Intel Core Ultra 200V (Lunar Lake), or AMD Ryzen AI 300 series Many PCs lack these features due to missing NPUs, insufficient TOPS ratings, unsupported processor generations, outdated Windows versions, rollout delays, or regional limits. Features locked behind Copilot+ include Recall, Click to Do, Cocreator in Paint, Windows Studio Effects, Live Captions with Translation, Improved Windows Search, and Auto Super Resolution. To check for Copilot+ compatibility, users can verify the presence of an NPU in Task Manager, ensure they have Windows 11 version 24H2 or newer, and confirm their processor against the approved list. While some workarounds exist to enable features on unsupported PCs, they are often unstable and not recommended for primary use. Most users may not need to upgrade their laptops unless they require on-device AI features or their current device is significantly outdated. The AI feature gap is not currently critical for most users, as many features are optional or not essential.
Lilbits: Lenovo teases a larger gaming tablet, OpenBSD ported to the Pomera DM250, Microsoft simplifies Windows Insider channels
Winsage
April 10, 2026

Lilbits: Lenovo teases a larger gaming tablet, OpenBSD ported to the Pomera DM250, Microsoft simplifies Windows Insider channels

Lenovo introduced its Legion brand for gaming tablets in 2022 and has consistently maintained an 8.8-inch screen size across its devices. The company is preparing to launch a new gaming tablet with a larger display and potentially dual rear cameras. So far, Lenovo has released five versions of the Legion Y700 gaming tablet exclusively in China, with only two models available in the United States, and a third model expected soon.
NVIDIA-powered Windows on Arm laptops may launch in 2026 — new report suggests it's actually happening
Winsage
January 20, 2026

NVIDIA-powered Windows on Arm laptops may launch in 2026 — new report suggests it’s actually happening

NVIDIA's N1X laptops are expected to launch in the first quarter of 2026, shifting from an initial 2025 timeline. The NVIDIA N1 chip is currently operational in the DGX Spark AI supercomputer, showcasing performance capabilities. The N1X is anticipated to target the high-end market, while Qualcomm's Snapdragon X chips remain aimed at budget-conscious consumers. The introduction of N1X-powered devices could enhance the Windows on Arm ecosystem and increase competition in the market.
Microsoft says Windows 11 AI PCs put the “plus” in productivity because they’re 5x faster than old Windows 10 PCs, beat M4 MacBook
Winsage
January 18, 2026

Microsoft says Windows 11 AI PCs put the “plus” in productivity because they’re 5x faster than old Windows 10 PCs, beat M4 MacBook

Microsoft has not clarified the reasoning behind the “Plus” designation for its Copilot+ PCs, which are described as AI-enhanced devices with notable upgrades in hardware and performance. These PCs can reach speeds up to 5x faster than a 5-year-old Windows device and outperform a MacBook Air with the M4 chip. Microsoft claims that Copilot+ PCs enhance “everything Windows 11 does best” and are “up to five times quicker than a 5-year-old Windows 10 device.” The company conducted benchmarks between June and September 2025, claiming that Copilot+ PCs outperform an “average” 5-year-old Windows PC by up to 5x in Cinebench 2024 multi-core performance, although the results have not been made public. Copilot+ machines exhibit up to 3.7x faster AI performance compared to previous-generation Windows 11 AI PCs, with a maximum of 40 TOPs of NPU compared to earlier models' 15 TOPs. Battery life is also improved, offering up to 19 hours of web browsing, 27 hours of local video playback, and 22 hours of streaming. Microsoft asserts that its top-performing Copilot+ PCs surpass the M4 in Cinebench 2024 multi-core tests. The Copilot key is emphasized for its utility in multitasking and quick responses, benefiting students and professionals alike.
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