neural processing unit Archives

AppWizard

March 21, 2026

Xbox Project Helix Specs Leak: Why Microsoft’s New Console is Amazing

Microsoft's gaming console, codenamed Project Helix, integrates console and PC ecosystems, featuring a custom AMD System on Chip (SoC) with a 3nm process, and a GPU based on AMD's RDNA 5 architecture. It reportedly rivals Nvidia’s RTX 5080 in rasterization and outperforms the RTX 5090 in ray tracing. The console includes a dedicated Neural Processing Unit (NPU) for enhanced AI capabilities, supporting both Xbox and PC games natively. It utilizes AMD’s FSR Diamond technology for near-native 4K visuals and incorporates DirectStorage technology for faster load times. Project Helix supports four generations of Xbox games and is expected to have alpha development kits available in early 2027, with a consumer launch in 2028, priced between ,000 and ,200.

Winsage

March 17, 2026

Microsoft’s “most significant change to the Windows keyboard” in 30 years gets a slap in the face from a daring developer

A third-party developer has created a tool called NoCopilotKey that allows users of Windows 11 Copilot+ PCs to remap the dedicated Copilot key back to its original function as the right-side CTRL key. Microsoft introduced the dedicated Copilot key in 2024, claiming it was a significant change in keyboard design, but later suspended the option to remap the key to avoid bugs. Users have expressed mixed feelings about the Copilot key, with some forgetting its function and preferring the traditional CTRL key placement. Microsoft is promoting its Copilot+ PCs, which feature advanced AI capabilities, and has announced plans to enhance user experience based on feedback, including the potential reinstatement of taskbar customization features. The company is also reassessing its AI strategy and has decided to eliminate plans for integrating Copilot into notifications and Settings to reduce bloatware.

Winsage

March 17, 2026

Microsoft is adding image and AI text support to Notepad in Windows 11

Microsoft is modernizing its Notepad application for Windows 11 by introducing new features, including support for image integration and AI-driven text tools. The image integration will allow users to add images to their documents via a new toolbar button. Notepad will also include AI features such as Write, Rewrite, and Summarise, available through a cloud-based system or on-device using the PC's Neural Processing Unit. The image insertion feature will be enabled by default but can be disabled in settings. Concerns have been raised about the potential security vulnerabilities associated with these enhancements, including a recently disclosed high-severity vulnerability in Notepad.

Winsage

March 17, 2026

Microsoft Quietly Retreats from Copilot Push in Windows 11

Microsoft is scaling back the integration of Copilot AI into Windows 11 due to user feedback and privacy concerns. Plans for features like Copilot notifications have been canceled, and AI tools will now be optional, primarily available on Copilot+ PCs, with more data processing occurring locally. The company aims to reduce AI complexity and focus on performance and user control. Microsoft has also removed Copilot branding from some applications and is shifting towards standalone AI tools rather than system-wide integration. The lukewarm market response to Copilot+ PCs has further influenced this strategic change.

Winsage

February 26, 2026

Windows Update KB5077241 February 2026 Issues Nvidia GPU Bugs Task Manager Errors and ViVeTool Guide

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

Windows 12 Forecast Six Expert Predictions

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

Copilot Arrives In Windows 11 File Explorer And Taskbar

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 12, 2026

Microsoft says you should upgrade to Windows 11 AI PCs if you want to be prepared for the next generation of computing

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

HP put a mini PC inside a keyboard, and I love it — a Windows-based approach to the Raspberry Pi 500 with self-repairable parts

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.

Winsage

January 1, 2026

Windows Reborn: Microsoft Moves Copilot into the Kernel, Launching the Era of the AI-Native OS

Microsoft is transitioning its Windows operating system to an "AI-native" platform, embedding AI capabilities directly into the Windows kernel, marking a significant architectural shift not seen in three decades. This new approach, called the "Agentic OS," allows AI to manage files, system settings, and workflows proactively. The updated kernel, partially rewritten in Rust, includes a new NPU-aware scheduler that treats the Neural Processing Unit as a primary resource. Microsoft has introduced "Agent Workspace" and "Agent Accounts" for autonomous agents, ensuring actions are logged and audited for compliance. Communication between agents and the system is facilitated by the Model Context Protocol (MCP). Hardware requirements for the new OS have increased, with benchmarks set for NPUs achieving 80 to 100 TOPS. Major PC manufacturers are adjusting their portfolios to accommodate "Agentic PCs." The competitive landscape is evolving, with companies like Alphabet and Apple developing their own AI-native platforms. The introduction of the AI-native kernel raises privacy and security concerns, with Microsoft implementing measures to restrict third-party access to the kernel. Future updates may include "self-healing" capabilities and "Cross-Device Agency," leading to a more integrated personal AI experience.