specialized hardware Archives

Winsage

April 28, 2026

I investigated Windows 11’s massive 5GB monthly .msu updates. AI is only part of the problem.

Windows 11 updates have significantly increased in size, with monthly cumulative updates often exceeding 4GB and some approaching 5GB. One update can expand to nearly 9GB when extracted. Microsoft has shifted to delivering Latest Cumulative Updates (LCUs), which include all previous fixes, leading to larger update sizes over time. The introduction of Checkpoint Cumulative Updates aims to reduce this growth by establishing periodic baselines, but the effectiveness has been mixed. The May 2025 cumulative update saw a size increase from approximately 6.5GB to nearly 9GB, with new MSIX files related to semantic search and on-device AI contributing to this growth. Windows Update uses applicability logic to minimize download sizes for users, but enterprises must download full packages, resulting in increased storage costs. The average yearly storage cost for enterprises rose from about 11 GB in 2024 to 52 GB by 2026. Users can check their actual download sizes through the Windows Update settings and Event Viewer logs.

Winsage

April 19, 2026

Microsoft Is Quietly Opening the Windows 11 Taskbar To Third-Party AI Agents That Can Act On Your Desktop

Microsoft has rolled out Windows 11 Builds 26100.8313 and 26200.8313 to the Release Preview Channel, emphasizing its focus on integrating artificial intelligence into the operating system. The company plans to introduce AI "Agents" in the taskbar, including the Microsoft 365 Researcher, which will enhance user workflows by tracking progress and providing notifications. These AI Agents will be able to act across multiple applications, summarize content, extract data, automate tasks, and manage productivity workloads autonomously. The taskbar will also support third-party AI Agents, allowing developers to create their own. The Microsoft 365 Researcher is part of the Microsoft 365 Copilot suite, which requires a subscription for access. Users who opt out of Copilot will miss out on the benefits of these AI applications.

Tech Optimizer

April 10, 2026

Popular Monitor Utilities, CPU-Z And HWMonitor, Have Been Infected With Malware

Recent reports indicate that the hardware monitoring tools HWMonitor and CPU-Z have been compromised, leading to users downloading malware instead of the legitimate software. Users reported receiving suspicious executable files and antivirus alerts when attempting to download the latest versions. A specific incident involved a user who downloaded HWMonitor from the official CPUID website, only to find the file was labeled incorrectly and flagged as a virus by Windows Defender. Cybersecurity experts confirmed that this is a serious issue involving a multi-stage trojanized attack from a compromised domain. The developer of CPU-Z and HWMonitor acknowledged that a secondary feature linked to the website was compromised for about six hours, causing the main website to display incorrect files. Users are advised to refrain from downloading or updating these utilities until the issue is resolved.

Winsage

April 8, 2026

How to Find Your PC Specs and What They Mean: Full Guide

To check computer specifications on Windows 11, go to Settings > System > About for a quick overview of CPU, RAM, and system type. For detailed insights, use Task Manager (Ctrl + Shift + Esc) and check the Performance tab, or run msinfo32 via Windows + R for comprehensive details. For gaming at 1080p or 1440p, a minimum Intel Core i5 or AMD Ryzen 5 processor, 16 GB RAM, and a dedicated GPU with 8 GB VRAM are recommended, along with a fast 512 GB or larger NVMe SSD for better load times. An SSD offers faster boot times and application launches (over 500 MB/s) compared to a traditional HDD (100–150 MB/s), which has greater storage capacity but slower performance. The Neural Processing Unit (NPU) is designed for AI tasks on PCs, improving performance and efficiency, but is not essential unless frequently using AI applications. By 2026, 16 GB RAM will be sufficient for everyday use and multitasking, while 32 GB will be ideal for gaming and creative work. 8 GB may still support basic tasks but could struggle with modern applications.

Winsage

April 7, 2026

Windows 11 is phasing out old kernel drivers: Microsoft will permanently end cross-signing in April

On March 26, 2026, Microsoft announced that starting with the April security update, it will eliminate trust in kernel drivers from the previous Cross-Signed Program for Windows 11 versions 24H2, 25H2, 26H1, and Windows Server 2025. Only drivers that have passed the Windows Hardware Compatibility Program (WHCP) or are on Microsoft's allow list will be allowed to load by default. This change aims to enhance security by establishing a robust chain of trust and addressing vulnerabilities associated with old kernel drivers. Users of older hardware that rely on specialized drivers may face challenges, as drivers not WHCP-signed or explicitly allowed will be excluded from the trusted zone.

AppWizard

April 3, 2026

‘DLSS fundamentally makes no sense’ says Minecraft creator Notch, but actually it kinda does

Markus Persson, known as Notch, criticized Nvidia's Deep Learning Super Sampling (DLSS) technology on social media, stating that it "fundamentally makes no sense" because it uses the same hardware to run a neural network for frame generation. Community responses clarified that DLSS utilizes specialized hardware, specifically Tensor Cores, optimized for machine learning tasks. Some commentators suggested a focus on raw raster performance instead of machine learning enhancements. Nvidia's vice president, Bryan Catanzaro, emphasized the need for smarter graphics rendering approaches, arguing that brute force methods are inefficient. Current testing of DLSS and Frame Generation is being conducted by an expert named Nick, who is analyzing the GPU's workload in rendering frames. While DLSS has supporters, it also faces criticism, particularly regarding its performance on lower-spec graphics cards.

Winsage

April 2, 2026

Windows 11 Task Manager is finally getting deeper insights into NPU usage in AI PCs — No more trying to guess which apps are using the specialized hardware

Windows 11's Task Manager is being updated to provide more detailed insights into Neural Processing Unit (NPU) performance. The latest Insider Preview Build 26300.8142 introduces optional columns for NPU Dedicated Memory and NPU Shared Memory in the Details tab, along with showcasing neural engines associated with the GPU in the Performance tab. The NPU was first introduced in mainstream devices with Qualcomm Snapdragon X chips and Microsoft Copilot+ PCs in 2024. Many new laptops and desktops now come equipped with NPUs, compatible with Copilot+, regardless of whether they use Qualcomm, Intel, or AMD hardware.

Winsage

January 11, 2026

Microsoft Tests Uninstall Option for Copilot AI on Windows Devices

Microsoft is testing a new policy that allows IT administrators to completely uninstall its Copilot AI assistant from managed Windows devices. This policy, named “RemoveMicrosoftCopilotApp,” is being deployed through management tools like Intune and System Center Configuration Manager (SCCM) and addresses concerns about data privacy, resource consumption, and unwanted software in commercial settings. The feature is currently available in Windows 11 Insider Preview Build 26220.7535 (KB5072046) and reflects feedback from IT professionals who prefer controlled environments. While this option is exclusive to enterprise-tier Microsoft 365 subscribers, smaller businesses and individual users have limited options for removal. The policy aims to balance innovation with risk management, especially in regulated sectors like healthcare and finance, where data privacy is critical.

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.

Winsage

December 3, 2025

Windows 11 growth slows as millions stick with Windows 10

By November 2025, Windows 11 held 53.7 percent of the Windows desktop market, while Windows 10 had 42.7 percent. Statcounter's data is based on a sample of around 1.5 million websites. Many consumers have devices incompatible with upgrades or prefer not to change functioning systems. In the EU, consumers benefit from free Microsoft Extended Security Updates (ESU). Businesses face slow change management processes due to poor planning and resource challenges. Organizations use ESUs to maintain security during transitions, but costs can be burdensome for unprepared businesses. Consumers often retain older Windows 10 machines for secondary tasks, affecting usage statistics. Organizations strategically leverage ESUs for mission-critical systems and budget constraints. The cost of ESUs is often less than the potential disruptions from migration. Windows 11 lacks compelling features to prompt enterprises to upgrade, and adoption is slower than previous operating systems, lagging by 10-12 points according to Dell's COO.