NPU

Winsage
February 26, 2026
Windows Update KB5077241, released in February 2026, is a 4.5GB feature update for the 24H2 and 25H2 versions. It poses significant performance risks for older hardware, particularly laptops and desktops without a Neural Processing Unit (NPU). Users with outdated Nvidia graphics cards, specifically the 900 Series (Maxwell) and 1000 Series (Pascal), report issues such as game stuttering, screen flickering, and system boot failures. The update also contains a flaw that inaccurately displays CPU usage in Task Manager, showing 0% utilization even under load. Many users face installation issues, encountering Error 0x800F0983, requiring them to delete update cache files and run repair tools. The update introduces features like a Taskbar Speed Test, Sysmon Security, improved Sleep/Wake functionality, and WebP wallpaper support, but many remain locked. Users can enable these features using ViVeTool with specific commands. Overall, the update is advised against for those with older Nvidia GPUs due to potential conflicts and performance issues.
Winsage
February 22, 2026
Microsoft is preparing for the release of Windows 12, which is expected to feature an AI-native experience with deep integration of Copilot, showcasing capabilities like on-screen comprehension, voice activation, and task automation. The hardware requirements will be elevated, necessitating 16GB of RAM, rapid NVMe storage, and a Neural Processing Unit (NPU) for advanced features. Windows on Arm is gaining momentum, with improvements in app compatibility and battery life, while a modular architecture called CorePC is being developed to facilitate faster updates and enhance security. Licensing for Windows 12 is expected to remain unchanged for consumers, with optional cloud-enhanced services available. The update cadence will increase, allowing for faster feature drops independent of major OS releases, with the Windows Insider Program continuing to test new features. Upon its release, Windows 12 will integrate Copilot, provide a more cohesive OS core, and support both x86 and Arm architectures.
Winsage
February 20, 2026
Microsoft is integrating its AI assistant, Copilot, into the Windows 11 ecosystem, allowing users to access AI capabilities directly through familiar interfaces. Users can invoke Copilot agents by pressing the @ key in the taskbar search, enabling tasks like document summarization and research initiation without switching contexts. A "Researcher" agent can handle inquiries and provide comprehensive reports, enhancing productivity for knowledge workers. In File Explorer, a new Copilot icon allows users to summarize documents and extract insights without opening applications, improving efficiency with common file formats like Word and PDF. These features are available to Windows 11 users with Microsoft 365 Work or School accounts who have been granted access by their organizations. Copilot+ PC owners will benefit from additional functionalities such as voice transcription and contextual screenshotting, enabled by the Neural Processing Unit (NPU) in newer AI PC designs. Microsoft aims to position Copilot where work naturally occurs, but adoption remains low, with only 3.3% of users subscribing to premium tiers. The integration raises governance and privacy considerations for IT leaders, as it must comply with existing frameworks like Microsoft Purview. Best practices suggest piloting Copilot features with select users and implementing data loss prevention rules. Overall, the integration of Copilot into Windows 11 is designed to save users time and enhance productivity while maintaining organizational security.
Winsage
January 18, 2026
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.
Winsage
January 17, 2026
Notepad has undergone significant enhancements since 2022, including spell checking, dark mode, tabbed windows, state preservation, basic formatting capabilities, and the introduction of tables. The AI text streaming feature is currently available only on Copilot+ PCs but will eventually be rolled out to all Windows 11 systems. Users appreciate Notepad's simplicity and minimalistic design, though there are concerns that adding too many features may compromise its core functionality.
Winsage
January 13, 2026
CES showcased significant advancements in artificial intelligence (AI) integrated into the Windows ecosystem, with various companies unveiling new products. Acer introduced the Copilot+ PCs, including the Swift 16 AI laptop with a haptic touchpad and Predator Helios Neo 16S AI gaming laptop. ASUS launched the Zenbook DUO, featuring dual OLED touchscreens, and the ROG Zephyrus Duo, a dual-screen gaming laptop. Dell refreshed its XPS brand with new laptops and monitors, while HP presented the EliteBook X G2 Series and the EliteBoard G1a Next Gen AI PC. Lenovo revealed several new Copilot+ PCs, and Samsung introduced the Galaxy Book6 series. AMD and Intel announced new processor lines, with AMD's Ryzen AI 400 Mobile Series and Intel's Core Ultra Series 3 processors. Qualcomm launched the Snapdragon X2 Plus for enhanced AI experiences in PCs.
Winsage
January 12, 2026
Microsoft is introducing the "Copilot+ PC," a new category of Windows PCs that run on Windows 11 but have specific hardware requirements, including up to 16GB of RAM, a 256GB SSD, and a Neural Processing Unit (NPU) capable of 40+ TOPs. The NPU is crucial for AI and machine learning tasks, allowing for on-device AI processing. Not all Windows 11 devices qualify as Copilot+ PCs, particularly older models with lower NPU capabilities. Microsoft claims that Copilot+ PCs enhance productivity and creativity with features like a dedicated Copilot key, Recall for screen activity, Live Captions in over 40 languages, image generation in Paint, and tools in Microsoft Photos for editing. Despite the focus on AI, some manufacturers are shifting their attention to other features such as build quality and gaming performance.
Winsage
January 6, 2026
Microsoft has released a support document titled “Release information for AI components” that details the AI components integrated into Windows 11, which can be installed through Windows Update or accessed via the Microsoft Update Catalog. These components are essential for enabling various AI models to operate locally on devices, and installations typically occur automatically on compatible PCs with 40+ TOPs of NPU. The size of Windows 11 Patch Tuesday updates has increased significantly, now ranging from 4-5GB, compared to previous updates that were under 800MB. Users can manage AI components through Settings > System > AI Components, although this page is empty for older PCs. The changelog includes individual components like the Settings Model, Image Search, Semantic Analysis, and Content Extraction, as well as lower-level elements such as Execution Provider. Updates for these AI models occur every few weeks, often without visible changes.
Winsage
January 6, 2026
HP introduced the EliteBoard G1a at CES 2026, a keyboard that integrates a mini PC powered by AMD's Ryzen AI 300 PRO mobile processors, featuring a neural processing unit (NPU) capable of delivering up to 50 TOPS. It is designed to cater to hybrid workers using external monitors with laptops closed. The internal components include upgradeable DDR5 SODIMM RAM and M.2 NVMe solid-state drives. Key specifications include: - OS: Windows 11 Home, Windows 11 Pro - CPU: AMD Ryzen AI 7 350 PRO, AMD Ryzen AI 5 340 PRO, AMD Ryzen AI 5 330 PRO - GPU: Up to AMD Radeon 860M integrated - RAM: Up to 64GB DDR5-5600 SODIMM - Storage: Up to 2TB PCIe 4.0 NVMe M.2, 512GB encrypted PCIe 4.0 NVMe M.2, 32GB eMMC v5.0 (Ryzen AI 7 350 only) - Ports: 1x USB4, 1x USB-C 3.2 Gen 2 (detached cable); 1x tethered USB4, 1x USB4, 1x USB-C 3.2 Gen 2 (attached cable) - Connectivity: MediaTek RZ616 Wi-Fi 6E + Bluetooth 5.3, MediaTek MT7925 Wi-Fi 7 + Bluetooth 6.0 - Audio: Stereo speakers, Stereo microphones - Power: Configurable 32Whr battery (3.5+ hours), 65W USB-C GaN power adapter - Dimensions: 358mm x 118mm x 17mm, weight 1.49 - 1.69 lbs The design includes a spill-resistant keyboard that can be replaced in about ten minutes and a removable bottom panel for easy access to internal components. Both models support up to four 4K monitors at 60Hz and offer around 3.5 hours of usage on a full charge. The EliteBoard G1a has received a CES Innovation Award.
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