RTX Spark

Winsage
September 5, 2026
NVIDIA has enhanced the capability to run AI agents locally on its hardware in collaboration with Microsoft and software partners, coinciding with the launch of new RTX Spark Windows PCs. The installation process for local agent software has been simplified, with improved inference speeds and the introduction of NVIDIA PAIR, which distributes inference tasks across multiple PCs on a local network. Three applications benefiting from these enhancements are Hermes Agent, OpenClaw, and Perplexity Portable Computer, all designed to minimize manual configuration. Hermes Agent offers a one-click local setup for RTX and DGX systems, automatically detecting the GPU and optimizing model selection. OpenClaw simplifies local model setups for RTX GPUs with at least 24GB of VRAM, backed by an open-source community. Perplexity Portable Computer, already available on Linux, is extending support to NVIDIA RTX GPUs and Windows. NVIDIA is also improving performance in the open-source inference stack, achieving throughput increases of up to 1.9 times on GeForce RTX 5090 and up to 1.4 times on DGX Spark clusters. The PAIR software identifies compatible PCs on the same network to optimize computing resources, supporting various hardware configurations. The upcoming RTX Spark Windows PCs, set to launch in October, will include compact desktop and laptop designs featuring Blackwell GPU and Grace CPU architecture. Game publishers like Electronic Arts and Ubisoft are developing titles for these systems. Additionally, CyberLink's PhotoDirector AI PC Mode will integrate local AI processing for creative tasks, emphasizing the trend of migrating generative AI workloads from cloud to local devices. NVIDIA notes that over half of U.S. households have two or more PCs, indicating potential for maximizing computing power.
Winsage
August 28, 2026
Windows on Arm offers energy-efficient performance with extended battery life, minimal heat generation, and quiet operation. However, compatibility issues arise as most applications are designed for x86/x64 systems, making it difficult for Arm-based systems to run them effectively. A significant resource, the "Works on Windows on Arm" website, lists over 7,000 apps and games that support Arm architecture, including popular applications like Adobe Photoshop and Firefox. Microsoft plans to launch Arm-based computers from major manufacturers, but the number of compatible apps is still a small fraction of those available for traditional Windows systems. For non-native Arm applications, Microsoft provides an emulation solution through Prism in Windows 11, though this does not perform as well as native support. Gamers face challenges with current Snapdragon laptops, which struggle to deliver a smooth gaming experience, and the existing app offerings do not meet the gaming community's needs.
Winsage
August 27, 2026
Leo, Richard, and Paul discussed various updates from Microsoft and the tech world, including new Insider builds, OneDrive for Mac enhancements, advancements in AI, and Xbox gaming news. A significant upcoming update for Windows 11, referred to as version 26H2, is anticipated. OneDrive for Mac will receive a native sync engine, and Proton Mail will introduce automatic category filtering. Bill Gates warned about the dangers of artificial intelligence, while Adobe Firefly launched new capabilities for music and sound generation. The .NET Conf 2026 is scheduled for November, with .NET 11 expected to release. In gaming, Xbox is testing disc-to-digital entitlements, and the ASUS ROG Xbox Ally X20 is available for 9. A limited edition Xbox Series X25 console is rumored for November, and the Xbox 25th Anniversary Collection is confirmed for November 13. IKEA has launched Xbox-inspired furniture, and Rockstar Games is preparing to reveal GTA VI. Nvidia has expanded GeForce Now to Firefox. Google will allow users to filter news in the Discover feed, but the advice is to seek diverse viewpoints. PowerToys 0.101 has been released, and Parallels Desktop 27 for Mac is now available. This week's RunAs Radio episode features a discussion on PowerShell 7's security features. SpiceBox Spiced Whisky is recommended as a seasonal drink.
Winsage
August 27, 2026
Microsoft has released Windows 11 version 26H2, build number 26300.9278, in the Release Preview Channel for Windows Insiders. This update focuses on extending the support cycle for users transitioning to 26H2. Microsoft has been rolling out support and updates since late 2024, activating essential features with each new release cycle. Enablement packages (eKBs) are crucial for the update mechanism, allowing users on versions 24H2 or 25H2 to upgrade to 26H2 with a simple eKB, while users on older branches like 22H2 and 23H2 will undergo a full feature update. Additionally, the KB5120996 update has been released for Windows 11 26H1, specifically for Windows-on-Arm devices, aligning with enhancements in the KB5120998 update for the 24H2 and 25H2 branches, which include taskbar and Start Menu customization and overall performance improvements.
Winsage
August 25, 2026
In June, Microsoft and Nvidia introduced the Windows on Arm-based RTX Spark chipsets, signaling a shift in personal computing. New PCs, including models from Microsoft’s Surface line, are expected soon, driven by increasing customer demand for efficient Windows on Arm devices. This interest follows Apple's announcement of its Arm-based chips, prompting Microsoft to adapt to the changing market. Klaus Diaconu from Microsoft indicated that Nvidia RTX Spark PCs from manufacturers like ASUS, Dell, HP, Lenovo, and MSI are set to launch in fall 2026. The growth of the Windows app ecosystem is also noted, with over 7,000 verified apps and games available for Windows on Arm. Microsoft’s App Assure program collaborates with developers to enhance application representation in this ecosystem. Significant advancements in compatibility have been reported across various app categories since the last update. Diaconu emphasized that Windows on Arm is now characterized by a growing ecosystem of PCs and applications that meet consumer needs. Microsoft has not explicitly referenced "Windows 11" in its communications, focusing instead on the "Copilot+ PC" narrative.
Winsage
August 25, 2026
Microsoft has announced advancements in the Windows on Arm platform, highlighting the upcoming addition of NVIDIA's RTX Spark SoC later this year, which will enhance the existing Qualcomm Snapdragon X platform. By fall 2026, devices from manufacturers like Microsoft Surface, ASUS, Dell, HP, Lenovo, and MSI will feature RTX Spark technology. There are currently over 7,000 compatible applications for Windows on Arm, available on the "Works on WOA" website. Users can engage in discussions about these developments on Reddit at r/WindowsCentral.
Winsage
August 24, 2026
A new feature in the Windows Insider program for Windows 11 allows users to designate specific amounts of unified memory for graphics and AI applications, discovered in build 29648 by user @XenoPanther. Unified memory enables sharing between the CPU, GPU, and other processors, with support for up to 128GB of unified RAM from NVIDIA and integrated features from AMD. This feature aims to reserve additional unified memory for demanding applications, enhancing performance by ensuring consistent access to high-speed memory and reducing latency issues. It is still in development and not officially announced by Microsoft, but users can enable it using ViveTool, with a recommendation to wait for further testing before widespread use.
Winsage
August 24, 2026
The forthcoming Windows 11 26H2 release will focus on recalibrating support cycles rather than introducing new features. Microsoft has implemented a shared servicing model for Windows 11 24H2 and 25H2 since late 2024, allowing for consistent updates across branches. Users on Windows 11 24H2 or 25H2 can transition to 26H2 with an enablement package (eKB), while those on older versions like 22H2 and 23H2 will receive it as a full feature update. The 26H2 version will reset the support cycle, providing 24 months of updates for Home and Pro editions and 36 months for Enterprise and Education versions, extending until October 2028 for Home and Pro and October 2029 for Enterprise and Education starting in 2026. The 26H2 update will not introduce new features, with a more comprehensive upgrade expected in Windows 11 27H2. Additionally, Windows 11 26H1 is designed for Windows-on-Arm devices using Snapdragon chips, with devices featuring NVIDIA RTX Spark expected to launch this fall.
Winsage
August 14, 2026
Microsoft has expanded its Low Latency Profile (LLP) feature to all Windows 11 applications through the KB5121003 update, which is part of this month's Patch Tuesday. This update temporarily boosts CPU frequency to speed up app launches and is now available for most applications and Win32 programs. Following the installation of the update, standard applications like Notepad, Calculator, and web browsers such as Chrome showed faster opening times. The LLP feature is being rolled out gradually via Microsoft's Controlled Feature Rollout system, and users can enable it early using the ViveTool program if it does not appear immediately. Critics have described LLP as a superficial enhancement, while Microsoft has defended it by comparing it to similar strategies used by Apple in macOS.
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