local AI Archives

Winsage

August 20, 2026

Microsoft brings improved Windows 11 hardware monitoring with upgraded Task Manager

Microsoft released a guide to optimize internet bandwidth usage for Windows 11 update downloads, focusing on policy settings for network efficiency. Enhancements to Task Manager include new columns for monitoring NPU (Neural Processing Unit) and NPU Engine usage, allowing users to see which applications leverage the neural processor. Additional columns for NPU Dedicated Memory and NPU Shared Memory provide insights into memory consumption for AI workloads. Neural engines in GPUs will also be visible on the Performance page. An optional Isolation column has been added to help users evaluate AI workload management. Applications optimized for NPUs will show specific designations in Task Manager, while high CPU usage with idle NPU indicates underutilization of dedicated AI hardware. Users can activate new metrics by right-clicking on column headers in Task Manager.

Winsage

August 11, 2026

Microsoft PowerToys will soon take full advantage of the same AI that powers Copilot+ PCs

Microsoft PowerToys has introduced on-device support for Phi Silica, a small language model, in its latest preview version, enhancing the Advanced Paste feature for clipboard management. Advanced Paste can format clipboard content in various formats, extract text from images using OCR, and transcode audio and video files. It now supports multiple AI models, including local options like Foundry Local and Ollama. The latest version, PowerToys v0.101.2211.0, includes improvements such as enhanced AI customization for Advanced Paste, better dialog handling in the Command Palette, and improved window management features. Mouse Jump has transitioned to the newer WinUI app architecture, and new settings have been added for update channel selection and bug reporting.

Winsage

August 8, 2026

Google Chrome, Microsoft Edge could quietly download up to 20GB AI models on Windows 11

Microsoft Edge and Google Chrome are phasing out support for Manifest V2 extensions, affecting popular add-ons like uBlock Origin. Google Chrome can automatically download a 4GB AI model for local functionalities, requiring approximately 20GB of free disk space for the download. Microsoft Edge has established a similar 20GB minimum storage requirement for downloading local AI models, with additional specifications including Windows 10 or 11 and macOS 13.3 or later, at least 5.5GB of VRAM, and an unmetered network connection. Users can disable on-device AI features in Chrome, and Edge will automatically delete the AI model if available storage drops below 10GB.

AppWizard

August 5, 2026

Need to run Windows or Android apps on Linux? This new release makes it easy

AnduinOS V2.0 has launched, featuring a full Wayland stack that improves user experience. It is a custom Linux distribution based on Ubuntu, designed for newcomers to Linux, with a GNOME desktop environment that resembles Windows. The distribution includes minimal preinstalled software, such as Firefox and a music player, but allows users to install additional applications via GNOME Software with Flathub integration. A key feature is the onboarding process that prompts users to enable the Windows Compatibility Sandbox for running Windows applications. Waydroid can be easily set up with two terminal commands, providing access to Android apps. AnduinOS maintains stability and speed comparable to other Linux distributions, supports easy application installation, and offers user-friendly customization options. It promotes open-source principles by combining Linux, Android, and Windows functionalities.

Winsage

July 27, 2026

Microsoft lays out a buffet of Windows goodies for JavaScript Developers

Microsoft has introduced "dynamic projections" that allow developers using JavaScript and TypeScript to access Windows internals more easily. The Windows Runtime API (WinRT) projection for Node.js is currently in public preview, simplifying access to Windows features without introducing new capabilities. A new single Node runtime package, dynwinrt, enables developers to generate JavaScript wrappers and TypeScript declarations for Windows features, while the winappCli package offers a command-line interface for setup and sample code. This setup utilizes Windows Metadata (winmd) to dynamically list available Windows APIs, automatically updating wrappers or declarations when API metadata changes. Developers can access various Windows functionalities, excluding UI elements, and utilize local AI capabilities for tasks such as text generation and image manipulation. Microsoft’s developments aim to align with industry trends rather than enforce a proprietary ecosystem.

Winsage

July 10, 2026

Windows 10 is still getting Windows 11 features, but it’s only for developers

Microsoft has confirmed that WSL Containers, which allows users to create and manage Linux containers directly from Windows, is now available on Windows 10. Users must have Windows 10 version 2004 (Build 19041) or later to utilize WSL Containers. The installation process involves checking the Windows build, installing WSL, updating to the container build, confirming the version, and running a test command. WSL Containers support GPU passthrough, enabling CUDA capabilities directly from Windows 10. A text-based UI dashboard for managing WSL Containers, named lazywslc, has also been introduced.

Winsage

June 15, 2026

There are too many Windows laptops, and I can’t blame Microsoft for confusing choices — but there are ways it could help us all

The author has experience building Windows desktops but has recognized the practicality of Windows laptops due to frequent travel. They have a shortlist of preferred models, including the ASUS Zenbook A14 and Lenovo Yoga Slim 7x, but acknowledge that many consumers opt for cheaper laptops available in stores. The introduction of entry-level models like the MacBook Neo has shifted the conversation around Windows laptops. There is confusion among consumers regarding specifications, such as RAM and battery longevity, which are often overwhelming. The author suggests that a certified 'Windows Pro' laptop could guarantee features like a 120Hz display and 32GB of RAM, while a budget-friendly 'Windows Core' option could focus on IPS screens with at least 16GB of memory. There are concerns about consumer perception of non-certified products and the need for better education in the market.

Winsage

June 15, 2026

Microsoft is reportedly testing Copilot+ AI features with discrete GPUs instead of NPUs — a feature available on Windows App SDK with a Windows Insider Experimental Channel build and Developer Mode turned on

Copilot PCs were introduced by Microsoft in 2024 to integrate advanced AI capabilities into personal computing. An experimental Windows App SDK is now available on GitHub, allowing users to run Language Model APIs on supported Nvidia GeForce RTX 30-series GPUs with a minimum of 6GB of VRAM. This capability requires a Windows Insider Experimental Channel and Developer Mode activation, enabling local AI inferencing on devices without dedicated NPU hardware. Microsoft's shift from promoting Copilot+ PCs may be influenced by fluctuating RAM prices and aims to make AI functionalities more accessible to a broader user base. In 2024, a research firm noted that consumer interest in AI PCs was driven by the need to upgrade to available models, a trend continuing into 2026 due to a shortage of memory and storage chips, resulting in rising computer prices and declining sales of PCs and components. Projections indicate that entry-level laptops may disappear by 2028. The lack of consumer interest in NPU-equipped PCs could impede the adoption of Copilot+ features, prompting Microsoft to expand AI functionalities to non-Copilot+ devices to enhance its user base and differentiate Windows 11 from competitors like macOS and Linux.

Winsage

June 14, 2026

What’s New With Windows 11 in 2026

Windows 11, introduced by Microsoft in 2021, has evolved into a simpler and more attractive platform while retaining familiarity. As of 2026, it continues to enhance features and address customer feedback. Microsoft now releases a new version of Windows 11 annually, with each version supported for two years for Home and Pro editions. Currently, versions 24H2 and 25H2 are supported and functionally identical, while the new 26H1 version is for laptops with Qualcomm Snapdragon X2 processors. The hardware requirements have become more lenient, and Microsoft has introduced a Copilot+ PC brand for high-end machines with advanced microprocessors. Updates have been revamped for a more predictable experience, and users can manage updates through new options. The user interface has been refined with a modern aesthetic, including Light and Dark modes, centered Taskbar icons, and an evolved Start menu. Windows 11 supports multitasking with familiar tools like Alt + Tab and enhanced Snap features. File Explorer has been updated with a modern interface and integration with OneDrive. The Microsoft Store has been redesigned for a broader selection of apps, and Microsoft Edge is bundled with Windows 11, although it has faced criticism for overriding user preferences. Windows 11 includes preloaded apps leveraging AI, such as Microsoft Copilot and Microsoft 365 Copilot, along with updated core applications. It supports gaming with a dedicated Xbox app and Game Pass subscriptions, and simplifies user account management with robust security features like Windows Hello. For power users, it offers a modern Terminal app and advanced configuration options in the Settings app.

Winsage

June 12, 2026

Microsoft tests Windows AI features on RTX GPUs, not just NPUs

Microsoft is expanding the availability of its Copilot+ features to users with Nvidia RTX GPUs, allowing older PCs to utilize advanced AI tools such as text summarization, image upscaling, and code generation. This change is facilitated by the experimental release of the Windows App SDK 2.2, which enables AI functionalities to run on dedicated Nvidia RTX GPUs. Features include text rewriting, editing, and advanced capabilities in the Microsoft Photos app. Users must download the experimental version of WinAppSDK 2.2, have an Nvidia GeForce RTX 30 series GPU with at least 6GB of VRAM, and enable Developer Mode on their PC. This shift reflects a broader strategy to leverage local AI models while still using cloud resources, aiming to democratize access to AI capabilities across a wider range of devices.