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NVIDIA DGX Station for Windows: 748GB, 20 PFLOPs
Winsage
October 8, 2026

NVIDIA DGX Station for Windows: 748GB, 20 PFLOPs

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.
AMD & Perplexity bring local AI to Ryzen Windows PCs
Winsage
September 29, 2026

AMD & Perplexity bring local AI to Ryzen Windows PCs

AMD and Perplexity have launched Portable Computer, a software solution for Windows PCs with Ryzen AI Max Series processors, enabling local AI tasks and workflow management for Pro and Max subscribers. This allows users to run extensive AI models on their devices without relying on cloud processing, enhancing privacy and conserving Perplexity Computer credits. The software integrates local models with agent orchestration, scheduling, and security controls, and connects with popular workplace applications like Gmail and Slack. AMD's AI PCs, introduced in 2023, feature a neural processing unit that allows local AI operations alongside standard applications. This collaboration signifies a shift towards more AI processing on personal devices, aiming to automate tasks and improve user experience. Jack Huynh from AMD highlighted the transformation of PCs into intelligent partners, emphasizing the coexistence of local and cloud AI in their strategy.
Copilot+ PCs are fading away just as Microsoft doubles down on Copilot
Winsage
September 27, 2026

Copilot+ PCs are fading away just as Microsoft doubles down on Copilot

Microsoft has unveiled two new Surface PCs, the Surface Pro 12-inch and Surface Laptop 13-inch, which will not carry the Copilot+ branding. The redesigned Surface Mouse is set to launch later this month with a soft-touch finish and improved haptics. The decision to not label the new Surface devices as Copilot+ PCs reflects a shift in Microsoft's AI PC development strategy, influenced by feedback from manufacturers. Microsoft’s branding strategy has faced scrutiny due to the extensive use of the Copilot name across various products, leading to confusion among users. However, Microsoft clarified that the discontinuation of Copilot+ PCs does not indicate the end of the Copilot platform, which is set to evolve with significant enhancements.
The Copilot+ PC brand is dead: Microsoft and PC makers quietly pull back on tarnished Windows 11 AI PC branding
Winsage
September 24, 2026

The Copilot+ PC brand is dead: Microsoft and PC makers quietly pull back on tarnished Windows 11 AI PC branding

In 2024, Microsoft and Qualcomm launched "Copilot+ PCs" to promote AI-first computing, but faced challenges when security concerns led to the postponement of the key feature, Recall. A Microsoft representative stated that while the latest Surface PCs met Copilot+ specifications, they would not carry the branding. Qualcomm's Kedar Kondap explained that the branding aimed to define devices capable of advanced NPU experiences, but those experiences could still be provided without the Copilot+ label. NVIDIA chose not to associate its RTX Spark platform with Copilot+, indicating a lack of market resonance for the branding. Consequently, both OEMs and Microsoft are moving away from the Copilot+ label, despite maintaining the specification baseline for the experiences.
Nvidia & Microsoft push local AI agents on Windows
Winsage
September 5, 2026

Nvidia & Microsoft push local AI agents on Windows

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.
Microsoft accepts defeat on the Windows 11 Copilot key with a "Do nothing" switch, but PCs still ship with it
Winsage
July 23, 2026

Microsoft accepts defeat on the Windows 11 Copilot key with a “Do nothing” switch, but PCs still ship with it

Windows 11 is testing a new feature that allows users to reassign the Copilot key to do nothing. The Copilot key has been present on newer Windows PCs since its introduction in 2024, and Microsoft considers a PC an AI PC only if it includes this key. Users can remap the Copilot key to preferred applications or restore it to its original function as the Right Ctrl key. An additional option, “Do nothing,” will make the Copilot key inactive. This feature is currently available in Windows Insider preview builds, with a public rollout expected soon. Microsoft acknowledged that the Copilot key has created challenges for users who rely on the Right Ctrl key or Context menu key, and it plans to allow customization of the Copilot key through Settings. Initially, only two remapping options were planned, but the “Do nothing” option was added in response to user feedback. Microsoft cautioned that remapping the Copilot key to the Right Ctrl key may cause inconsistencies with certain keyboard shortcuts.
Analog hobbies are booming as AI burnout hits Gen Z hardest — and the Windows PC could be the unexpected winner
Winsage
July 21, 2026

Analog hobbies are booming as AI burnout hits Gen Z hardest — and the Windows PC could be the unexpected winner

The latest Creativity Trend Report from Michaels indicates a 919% increase in searches for traditional hobbies like journaling, sewing, and crafting parties, with yarn accessory sales growing by 40% compared to the previous year. This trend reflects a cultural movement, particularly among Gen Z, who are experiencing AI fatigue and seeking balance between technology and analog activities. Microsoft has faced challenges with its Copilot+ initiative, leading to user backlash and a retraction of AI features from less effective applications. The company is considering adapting AI features for GPUs and is exploring ways to enhance user focus in Windows 11, potentially aligning with the analog revival trend.
Samsung's new GAIA PC chip challenges Microsoft's Copilot+ program — and why I can only see that as a positive for the AI PC industry
Winsage
July 21, 2026

Samsung’s new GAIA PC chip challenges Microsoft’s Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA announced the RTX Spark at Computex 2026, prompting competition among major silicon market players, including Intel, AMD, and Qualcomm. Samsung is entering the market with its custom silicon for AI-driven PCs, named GAIA, marking its first development of PC-centric silicon since 2012. GAIA will function as a companion Neural Processing Unit (NPU) rather than a traditional System-on-Chip (SoC). It is expected to use a 4nm process and may incorporate processing-in-memory (PIM) capabilities. Lenovo China and HP USA have received samples for testing. Competitors like Snapdragon X/X2, Intel Core Ultra, and AMD Ryzen AI are integrating NPUs with at least 40 TOPS. Samsung's GAIA has not been officially confirmed, and details regarding TOPS, power consumption, and pricing are unclear. The 40 TOPS benchmark by Microsoft for integrated NPUs raises questions about how GAIA would be evaluated alongside Intel or AMD CPUs.
silver Android smartphone
Winsage
July 21, 2026

Samsung’s new GAIA PC chip challenges Microsoft’s Copilot+ program — and why I can only see that as a positive for the AI PC industry

NVIDIA announced the RTX Spark at Computex 2026, prompting Samsung to develop custom silicon for AI-driven PCs, marking its return to the PC silicon market since the Exynos 5 Dual in 2012. The new silicon, named GAIA, is being created by Samsung's System LSI unit as a companion Neural Processing Unit (NPU) to enhance performance by offloading AI tasks. GAIA is expected to utilize a 4nm process and may explore processing-in-memory (PIM) capabilities with specialized DRAM. Samples of GAIA have been sent to Lenovo China and HP USA for evaluation. Many details about GAIA, including performance metrics and pricing, remain undisclosed. Microsoft has not commented on GAIA's implications for its Copilot+ program, which has a minimum threshold of 40 TOPS for integrated NPUs.
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