Microsoft is distributing artificial intelligence (AI) workloads between local Windows PCs and the cloud, with shares rising approximately 0.3% to 1.39 as of October 8. The strategy involves executing tasks on devices while using cloud resources for additional computing power. Microsoft has announced the general availability of Execution Containers to enhance security for AI agents. The upcoming Surface Laptop Ultra will support models with over 120 billion parameters, available on October 16, and Microsoft is introducing a 137-billion-parameter MAI Code model utilizing compression techniques. Microsoft shares are trading at 10.1% below the GF Value estimate of 1.09, indicating a valuation cushion. The company aims to reduce reliance on cloud services while enhancing Windows and developer offerings to create new revenue streams.
Amazon has introduced a new series of Alexa Tablets, marking a shift from its Fire tablets to devices that operate on Android and provide access to the Google Play Store. Three models were announced, priced between 9.99 and 9.99, set to launch on October 14 in the US, Canada, and Mexico, and on October 19 in the UK, Germany, France, Italy, and Spain. The flagship model, the Alexa Tablet 12 Pro, starts at 9.99 and features 8GB of memory, 128GB of storage, and a 12-inch display with a 120Hz refresh rate. A premium version with a Nanomatte anti-glare screen is also available. The lineup includes the Alexa Tablet 11 starting at 9.99 and the Alexa Tablet 8 priced at 9.99. Each tablet features Alexa+ with On-Screen Intelligence and a dedicated reading mode for the Kindle app. Amazon will discontinue Fire tablet production but will support existing devices for four years after the last shipment. The pricing of the new tablets is not affected by a recent memory chip shortage.
Microsoft has unveiled a preview of Windows Search that enhances user interactions and efficiency, featuring quicker results and a more organized interface. The new Actions feature allows users to modify settings directly from search results, such as muting speakers or minimizing windows. The search experience prioritizes results over a preview pane and includes improvements for handling typos and synonyms, although some inconsistencies remain. Inline previews and richer file details are planned for later this year. Built on the WinUI 3 framework, the updated Windows Search aims to improve performance and memory efficiency. The preview is currently available in English to Windows Insiders in the Experimental channel, with access for eligible users through settings adjustments in the Windows Insider Program's Feature flags.
Search functionality is essential for navigating Windows PCs, and enhancements to the Windows Search Box were initiated in July to declutter the interface and improve user control. A new Windows Search experience powered by WinUI 3 will be available on the taskbar for Windows Insiders starting October 7, focusing on speed and efficiency with a streamlined design. The user interface has been simplified into a single list format, and improvements include better matching for typos and synonyms. Future updates will introduce inline previews, richer file details, and the ability to filter results. Inline actions will allow users to complete tasks directly from the search interface, such as toggling settings and managing their workspace. There are plans to integrate the new search experience into the Start menu and enhance its capabilities further. The new search experience is rolling out to Windows Insiders in the Experimental channel, with English as the initial supported language. Feedback can be shared through the Feedback Hub.
Task Manager has been a key tool for Windows users since its introduction in 1996 with Windows NT 4.0, replacing the "Task List" utility. It has evolved over time but still retains terminology from earlier computing days when memory was limited. Terms like "Committed" memory, "Paged pool," and "Non-paged pool" reflect past priorities in memory management that are less relevant today due to increased RAM availability. The term "Handles" indicates open references a process has to system resources, which may confuse casual users. Microsoft has not updated the terminology to avoid disrupting IT administrators and developers who rely on established terms. Despite its outdated language, Task Manager continues to be a useful tool for system performance monitoring and diagnostics.
Microsoft unveiled the Surface Laptop Ultra, featuring the Nvidia RTX Spark SoC, starting at ,599, with configurations including a 5120-core or 6144-core Blackwell GPU and up to 128GB of LPDDR5x unified memory. Pre-orders are open, and shipments begin on October 16. The device is designed for developers and can handle AAA gaming titles without a conventional gaming GPU. Additionally, the Surface RTX Spark Dev Box, priced at ,999, is tailored for developers with a custom version of Windows 11, 128GB of unified memory, and an Nvidia RTX GPU, offering one petaflop of AI compute performance.
NVIDIA announced the DGX Station for Windows on October 7, 2026, transitioning from a Linux-only approach to a Windows-based workstation. It features the GB300 Grace Blackwell Ultra Desktop Superchip, which includes a 72-core Grace CPU and a Blackwell Ultra GPU, providing up to 748GB of coherent memory and 20 petaFLOPs of FP4 AI compute. The system is designed for enterprise developers, allowing them to use familiar tools like CUDA and TensorRT within a Windows environment. The DGX Station for Windows will be available through OEM partners in Q4 2026, with an estimated price range of ,000 to ,000. NVIDIA will continue to offer the Linux version of the DGX Station alongside the new Windows edition.
Microsoft's Windows 11 26H2 update has introduced optimizations that reduce RAM consumption during idle periods and improve RAM management during active use. Users have reported a decrease in idle RAM usage by approximately 2 to 3 GB, with testing showing a drop from 10 GB to 7 GB on a laptop with 16 GB of RAM. The update also includes the Low Latency Profile feature, which boosts CPU performance for 1 to 3 seconds, resulting in faster application launch times—up to 40% faster for Microsoft applications like Edge and Outlook, and up to 70% for elements like the Start Menu and context menus.
Microsoft's Windows 11 26H2 update has led to a significant decrease in RAM usage, with users reporting reductions of up to 3GB on devices with 16GB of memory. The update includes performance enhancements such as improved RAM management through a feature called Low Latency Profile, which optimizes CPU task completion and allows for smoother operation of applications. Microsoft has not formally acknowledged the RAM reduction linked to this update.
