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Nvidia & Microsoft push local AI agents on Windows
Winsage
September 5, 2026

Nvidia & Microsoft push local AI agents on Windows

NVIDIA has enhanced the capability to run AI agents locally on its hardware in collaboration with Microsoft and software partners, coinciding with the launch of new RTX Spark Windows PCs. The installation process for local agent software has been simplified, with improved inference speeds and the introduction of NVIDIA PAIR, which distributes inference tasks across multiple PCs on a local network. Three applications benefiting from these enhancements are Hermes Agent, OpenClaw, and Perplexity Portable Computer, all designed to minimize manual configuration. Hermes Agent offers a one-click local setup for RTX and DGX systems, automatically detecting the GPU and optimizing model selection. OpenClaw simplifies local model setups for RTX GPUs with at least 24GB of VRAM, backed by an open-source community. Perplexity Portable Computer, already available on Linux, is extending support to NVIDIA RTX GPUs and Windows. NVIDIA is also improving performance in the open-source inference stack, achieving throughput increases of up to 1.9 times on GeForce RTX 5090 and up to 1.4 times on DGX Spark clusters. The PAIR software identifies compatible PCs on the same network to optimize computing resources, supporting various hardware configurations. The upcoming RTX Spark Windows PCs, set to launch in October, will include compact desktop and laptop designs featuring Blackwell GPU and Grace CPU architecture. Game publishers like Electronic Arts and Ubisoft are developing titles for these systems. Additionally, CyberLink's PhotoDirector AI PC Mode will integrate local AI processing for creative tasks, emphasizing the trend of migrating generative AI workloads from cloud to local devices. NVIDIA notes that over half of U.S. households have two or more PCs, indicating potential for maximizing computing power.
Nvidia: Windows 10 drivers for GeForce end in 2026
Winsage
August 29, 2026

Nvidia: Windows 10 drivers for GeForce end in 2026

Nvidia will stop regular support for Windows 10 drivers for GeForce graphics cards by October 2026, after which users will receive only quarterly security updates until October 2029. The last Game-Ready driver for Windows 10 will be released in October 2026, with the first driver lacking Windows 10 support scheduled for November 2026. Modern GeForce RTX graphics cards will not receive new drivers if running on Windows 10 after October 2026. Nvidia's support for older architectures like Maxwell, Pascal, and Volta will end in October 2025, with quarterly updates until October 2028. Users are encouraged to transition to Windows 11, as Microsoft will conclude general support for Windows 10 on October 14, 2025. Users should check hardware compatibility for Windows 11, including TPM 2.0 and Secure Boot. The last regular driver version for Windows 10 will remain available after October 2026, but Nvidia will not be obligated to address routine bugs or compatibility issues thereafter.
Why I’m so excited for the Googlebook Android app experience on a desktop
AppWizard
August 4, 2026

Why I’m so excited for the Googlebook Android app experience on a desktop

Support for independent tech journalism is emphasized, particularly for Chrome Unboxed, which offers a membership for an ad-free experience and exclusive access to a private Discord. The author expresses frustration with the limitations of Android apps on ChromeOS, specifically citing issues with PUBG Mobile's performance on Chromebooks. The introduction of Googlebook, particularly the Lenovo Googlebook ‘Sapphire’ detachable tablet, is highlighted as a potential solution, featuring an architecture built on native Android, which promises improved app compatibility, native input mapping, direct hardware acceleration, and seamless Play Store integration. The author envisions an ideal tablet experience that combines the functionality of a desktop Chrome browser with robust Android applications.
Microsoft drives developers toward native Windows apps at Build 2026
Winsage
June 4, 2026

Microsoft drives developers toward native Windows apps at Build 2026

Microsoft is focusing on increasing native applications and components in Windows 11 to improve performance and user experiences. At the Build 2026 conference, Microsoft encouraged third-party developers to create native applications through a series of sessions and provided tools and resources for this purpose. The Windows K2 initiative aims to transform key elements like the Start menu into native components. A session titled "Use agents to build WinUI 3 apps" discussed strategies for developing native applications, including the use of AI tools like the WinUI agent plugin for GitHub Copilot. Microsoft also introduced WinUI 3 templates to streamline native app creation and emphasized the modernization of applications beyond just code rewriting. The Surface Laptop Ultra, announced at Computex, is designed for AI workloads, featuring up to 128GB of RAM and built on the NVIDIA RTX Spark platform, which includes a 20-core Arm N1x CPU and an RTX GPU with up to 6,144 cores, delivering 1 petaflop of AI computing power. This device aims to attract developers to Microsoft's ecosystem.
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.
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.
Minecraft's powerful new mob just arrived in Java, and I can't wait to see what players build
AppWizard
April 9, 2026

Minecraft’s powerful new mob just arrived in Java, and I can’t wait to see what players build

The Minecraft Chaos Cubed update has been released for the Java edition, introducing the Sulfur Cube mob and the Sulfur Caves biome. Players can find Sulfur Springs in the Overworld, leading to vibrant underground landscapes with Cinnabar and Sulfur blocks. A unique block called Potent Sulfur generates gas bubbles that can induce nausea. Crafting Potent Sulfur requires nine regular Sulfur blocks. The Sulfur Cube can absorb nearby dropped blocks and transform into a 'ball-like' entity, with nine distinct behavior archetypes affecting movement dynamics. Mojang has also adjusted the behavior of Beds and Slime Blocks upon collision, allowing Slime Blocks to bounce mobs indefinitely. The update transitions from OpenGL rendering to Vulkan for improved performance, while OpenGL remains available for older hardware. The Minecraft 1.26.2 snapshot is live, with a full release expected around June.
This is probably the first mainstream mini PC that can dual-boot Ubuntu and Windows out of the box — and it even comes with the hottest AI application of 2026
Winsage
March 26, 2026

This is probably the first mainstream mini PC that can dual-boot Ubuntu and Windows out of the box — and it even comes with the hottest AI application of 2026

GMKtec has launched the NucBox K13 mini PC, which supports dual-booting of Windows 11 Pro and Ubuntu. It features an Intel Core Ultra 7 256V processor with eight cores up to 4.8GHz and an Intel Arc 140V GPU. The device offers 16GB of LPDDR5X RAM, dual M.2 SSD slots for up to 16TB of storage, Wi-Fi 6E, and five-gigabit LAN. It supports triple 4K display outputs and includes various ports such as USB 3.2 Gen2, USB4, HDMI 2.1, and a 5Gbps RJ45 LAN port. Concerns have been raised about the AI tool OpenClaw, which has known vulnerabilities and has been linked to malware, leading Microsoft to advise against its use on personal or enterprise systems.
Windows on Arm had another good year
Winsage
December 29, 2025

Windows on Arm had another good year

The tech landscape is expected to see significant advancements in chips and software by 2026, particularly with Qualcomm's Snapdragon X series enhancing Arm-based Windows laptops. The Snapdragon X chips improved performance and battery life, making Windows on Arm laptops more viable, especially in Microsoft’s Surface Laptop and Surface Pro lines. However, challenges with app compatibility persisted, limiting users to simplified versions of software like Adobe Lightroom. In 2025, software enhancements allowed more creative applications to run natively or through improved emulation, including Adobe Premiere Pro and a functioning version of Lightroom Classic on lower-end Snapdragon X Plus chips. Gaming options improved with advancements in emulator technology, and compatibility for Epic's Easy Anti-Cheat was established. The Xbox game launcher expanded to support local installations on Arm devices. Despite the growing appeal of Windows on Arm laptops, traditional x86 options remain dominant for gaming. The first generation of Snapdragon X chips set new benchmarks for battery life, but competition from Intel’s Lunar Lake and AMD’s Strix Point chips is emerging. Nvidia is rumored to be developing an Arm-based chip for Alienware laptops, indicating a competitive landscape. The gap between x86 and Arm Windows laptops is narrowing, with Arm laptops becoming more accessible, though x86 systems are likely to remain preferred for gamers. Microsoft’s evolution of Windows into an “agentic OS” raises questions about the future of Windows laptops.
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