NPU

Winsage
June 17, 2026
Microsoft Teams is testing a new feature called "Efficiency mode," which will be available to all users by the end of June 2026. This mode aims to enhance performance on PCs with limited RAM, particularly those with 8GB RAM. Efficiency mode activates automatically when Teams detects that a device is hardware-constrained, optimizing performance by reducing video resolution and minimizing resource usage. The initial implementation includes changes such as dynamically adjusting video output and opening with a pre-selected chat. Users can opt out of Efficiency mode via the Settings menu. Microsoft is also exploring additional enhancements to improve chat access and reduce lag.
Winsage
June 15, 2026
On Patch Tuesday in June 2026, Microsoft released a significant update for Windows 11, designated as KB5094126. Key enhancements include: - Low Latency Profile: Boosts CPU clock speeds temporarily for specific tasks, reducing lag during operations. - Simultaneous Webcam Access: Allows multiple applications to use the webcam simultaneously. - Shared Audio: Enables two users to connect headphones to one PC for shared audio enjoyment. - NPU Usage Monitoring: Task Manager displays Neural Processing Unit usage for individual processes, with new columns for NPU and NPU Engine. - Enhanced Windows Search: Users can locate files with just two characters instead of three. The update also introduces new Secure Boot certificates for improved security. After installation, Windows 11 build numbers will show either 26200.8655 (25H2) or 26100.8655 (24H2). Updates are rolled out gradually, so some users may experience delays in accessing features.
Winsage
June 15, 2026
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
Microsoft released update KB5094126 on June 9, 2026, for Windows 11 versions 24H2 and 25H2 to improve shell responsiveness. This update introduces the Low Latency Profile, which temporarily boosts CPU frequency for one to three seconds during interactions with system features like the Start menu and taskbar, resulting in system flyouts opening up to 70% faster and core applications launching up to 40% quicker. The update also includes features such as Shared Audio for simultaneous audio use by two users, enhanced Windows Task Manager with NPU usage columns, the ability for multiple applications to access the same camera stream, improved Windows Search for locating files with two characters, a refined installation process allowing custom user folder names, and optimizations to Windows Hello for authentication methods. The update also addresses over 200 security vulnerabilities.
Winsage
June 12, 2026
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.
Winsage
June 11, 2026
Microsoft is testing a new feature that allows developers to implement local language models on non-Copilot+ PCs running Windows 11. The Language Model APIs can now operate on any Windows 11 device with a compatible Nvidia GPU, specifically targeting GeForce RTX 30 series and newer models with at least 6 GB of video RAM. This initiative aims to democratize access to AI capabilities across a broader range of Windows 11 PCs, although not all PCs will gain access to exclusive Copilot+ AI functionalities.
Winsage
June 11, 2026
Microsoft has made its local Language Model APIs for Windows 11 accessible on non-Copilot+ PCs, requiring an NVIDIA RTX 30 series GPU with at least 6GB of VRAM. Copilot+ PCs, which debuted on June 18, 2024, require 16GB of RAM, an SSD, and a minimum of 40 TOPS NPU. The new APIs allow broader access to AI functionalities, including AI-powered text formatting, summarization, text rewriting, text-to-table conversion, and general prompt generation, through a compact language model called "Phi Silica." Users with compatible NVIDIA GPUs can utilize these features locally, enhancing privacy compared to cloud-based models. However, some features remain exclusive to devices with NPU chips.
Winsage
June 11, 2026
The June update for Windows 11, identified as KB5094126 (OS Builds 26200.8655 and 26100.8655), introduces significant enhancements and numerous bug fixes and security patches. A key feature is a low-latency profile that improves responsiveness of core system elements like the Start Menu and Search by allowing the CPU to quickly reach maximum clock speed upon user interaction. This update also refines the Start Menu, improves app launch speeds, and addresses longstanding issues such as faster downloads from the Windows Store and optimized Windows Search results. New features include multi-app camera support, Shared Audio functionality for streaming to multiple Bluetooth devices, and the ability to personalize user folder names during installation. Additionally, the update resolves 206 security vulnerabilities, including a critical kernel-level remote code execution vulnerability (CVE-2026-45657) with a threat score of 9.8.
Winsage
June 9, 2026
Microsoft's June 2026 Patch Tuesday updates for Windows 11 include enhancements for versions 25H2, 24H2, and the new 26H1, which is designed for new PCs with Qualcomm ARM chips. Key features of the update include: - Shared audio allowing two users to listen to the same audio stream via Bluetooth LE audio accessories. - NPU usage displayed in Task Manager for devices with NPUs, including optional columns for NPU and NPU Engine. - Multi-App Camera support enabling multiple applications to access the camera stream simultaneously. - Improvements to the Magnifier feature for clearer announcements and support for magnifying protected content. - Customizable user folder names during setup. - Optimized Windows Search functionality for locating local files with just two characters. - Performance enhancements through a “Low Latency Profile” for faster app launches and core shell experiences. The update also addresses a BitLocker security bypass vulnerability (CVE‑2026‑45585) that could allow attackers to circumvent BitLocker Device Encryption. The KB5095051 patch for version 26H1 includes support for shared audio over Bluetooth LE and features from the previous month's update, such as Xbox mode and expanded archiving support in File Explorer.
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