Neural Processing Units

Winsage
February 11, 2026
The recent developments in Windows versions present challenges for app developers and IT professionals, particularly with the introduction of a new Windows version designed exclusively for the latest Arm PCs. This shift highlights Microsoft's commitment to Arm processors, moving away from its historical focus on x86 versions. The 24H2 update for Windows 10 and 11 introduced significant enhancements for Arm PCs, including an optimized x86-to-Arm translation layer called Prism, improving compatibility and performance for applications not originally designed for Arm. This update coincided with the launch of Qualcomm's Snapdragon X-series processors, leading to more Arm-native Windows applications being released by third-party developers. Microsoft's hardware strategy has shifted, as the new Surface PCs launched in mid-2024 now exclusively use Qualcomm processors, moving away from Intel chips. Since the 24H2 update, development on Arm and x86 versions of Windows has progressed at different rates, with certain features available on Arm versions earlier than on x86 systems. Windows 11 24H2 was also available on Arm PCs in retail stores months before being released to the broader PC ecosystem. Microsoft has been contacted for details on the upcoming Windows 11 26H1 update and its potential enhancements.
Winsage
January 20, 2026
The global PC market saw a 9.3 percent increase in shipments in the fourth quarter of 2025, resulting in an annual growth of 9.1 percent, according to Gartner. This rebound is mainly due to corporate IT departments upgrading aging hardware rather than consumer demand or interest in AI devices. The transition is driven by the shift to Windows 11, as businesses must replace machines that do not meet new hardware requirements. A report from Context indicates that buyers prioritize price, battery life, and performance over AI functionalities. Lenovo led the market with approximately 19.4 million units shipped, followed by HP with around 15.4 million and Dell at 11.7 million. The upgrades are primarily motivated by compliance with Windows 11 deadlines and security mandates, rather than excitement for new technologies.
Winsage
January 13, 2026
Microsoft's January 2026 Patch Tuesday update, KB5074109, addresses 114 vulnerabilities, including a critical zero-day vulnerability (CVE-2026-20805) in the Windows Desktop Window Manager (DWM) that has been actively exploited. The update is applicable to Windows 11 versions 24H2 and 25H2 and includes security enhancements and updates to AI components. Other high-severity vulnerabilities addressed include CVE-2026-20816 (privilege escalation in Windows Installer), CVE-2026-20817 (elevation of privilege in Windows Error Reporting), CVE-2026-20840 (vulnerability in Windows NTFS), CVE-2026-20843 (flaw in Routing and Remote Access Service), CVE-2026-20860 (vulnerability in Ancillary Function Driver for WinSock), and CVE-2026-20871 (another DWM vulnerability). The update removes legacy modem drivers to minimize the attack surface and resolves reliability issues in Azure Virtual Desktop and WSL networking. It also changes the default setting for Windows Deployment Services (WDS) to disable hands-free deployment. Users can install the update through Windows Update, and a system reboot is required for full application.
Winsage
December 23, 2025
The PC market is experiencing a significant shift in 2025 due to the end of support for Windows 10, which is set for October 5, 2025. Windows 11, launched in 2021, requires a TPM 2 for Secure Boot, limiting compatibility to newer devices. Microsoft is phasing out support for older devices due to security concerns, and while older peripherals may still work, they won't receive updates. Microsoft offers extended support options for Windows 10 users, including continued security updates for home users until October 2026 and an Extended Security Updates subscription for corporate users. The transition has led to increased interest in new PCs with neural processing units (NPU) for AI workloads, with support expanding to Intel and AMD systems. The integration of AI capabilities into PCs is being promoted, although current offerings may not incentivize IT departments to invest in NPU-enabled devices. The end of support for Windows 10 has influenced PC purchasing behaviors, resulting in increased shipments as manufacturers prepare for US tariffs. IT leaders must manage their device ecosystems carefully, as unsupported Windows 10 machines could become targets for cyber threats.
Winsage
November 27, 2025
Dell's Q3 earnings call revealed a delay in the transition from Windows 10 to Windows 11, with COO Jeffrey Clarke stating that the upgrade is progressing slower than the previous shift to Windows 10. The adoption rate for Windows 11 is lagging behind Windows 10 by approximately 10 to 12 percentage points. Currently, around 1.5 billion PCs are installed, with about 500 million capable of running Windows 11 but not yet upgraded, and another 500 million requiring new hardware for the transition. Dell's server and networking segment reported .1 billion in revenue, a 37% year-over-year increase. Rising component prices may further complicate the transition to Windows 11.
Winsage
November 25, 2025
The end of Windows 10 support in October has prompted UK small businesses to reconsider their technology and security measures. Brian Horsburgh from Dell highlights the urgency for firms to upgrade to Windows 11 and integrate AI into their operations. Statistics show that 43% of businesses experienced a cyber breach last year, with 46% of IT decision-makers citing high-profile incidents as reasons to refresh their PC fleets. Despite budget concerns, Dell is addressing hesitations by showcasing the benefits of AI technology, such as improved productivity and security. AI PCs with Neural Processing Units (NPUs) enhance data security and streamline operations, allowing for tasks like automatic meeting note summarization. Dell offers flexible financing options to ease the financial burden of upgrading. The company promotes a phased approach to digital transformation, encouraging businesses to automate repetitive tasks and partner with technology providers for expert guidance. By leveraging AI, small businesses can improve customer experiences and make data-driven decisions, positioning themselves competitively in the market.
Winsage
November 19, 2025
Microsoft will integrate its forensic tool, System Monitor (Sysmon), into the Windows kernel with the upcoming releases of Windows 11 and Server 2025. This integration will transform Sysmon from a standalone utility into a native “Optional Feature” that will be serviced automatically through Windows Update. Administrators will no longer need to manually distribute Sysmon; instead, it can be activated through the “Turn Windows features on or off” dialog or command-line instructions. The integration will ensure that updates flow through the standard Windows Update pipeline, providing official support and Service Level Agreements (SLAs) for Sysmon. Microsoft plans to utilize local computing capabilities for AI inferencing to enhance security measures, focusing on detecting credential theft and lateral movement patterns. Sysmon will maintain backward compatibility with existing workflows, allowing the use of custom configuration files and adhering to the XML schema while continuing to log events to the Windows event log. Community-driven configuration repositories will remain operational, preserving established community knowledge.
Winsage
November 15, 2025
Consumers are now prioritizing speed, extended battery life, and intelligent features powered by artificial intelligence in personal computers. Copilot+ PCs are equipped with advanced Neural Processing Units (NPUs), offering performance up to five times faster than a typical Windows laptop from five years ago. They provide up to 22 hours of video playback, making them suitable for professionals who need long-lasting battery life. Additionally, these PCs integrate AI capabilities within the Windows 11 environment to enhance productivity and creativity.
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