NPUs Archives

AppWizard

October 6, 2026

Google Says Android App Compatibility On Intel Googlebooks May Be Lacking At First

Google is set to launch Googlebook laptops that combine Chrome OS and Android, offering extensive compatibility with Android applications. The initial lineup includes five models, three of which use Intel x86 CPUs, while the other two are Arm-based. Google has stated that most Android apps will work well on both Intel and Qualcomm devices, but a few complex applications may need adjustments for optimal performance on Intel systems. ASUS is one of the manufacturers producing an Intel-powered Googlebook model.

Winsage

October 1, 2026

I got hands-on with Panasonic’s new TOUGHBOOKs, and they’re becoming the AI hub for police cars, military drones, and emergency responders

Panasonic's TOUGHBOOK lineup is celebrating its 30th anniversary, with a focus on evolving from rugged devices to intelligent edge computers. The TOUGHBOOK 33 and G3 models feature Intel's latest Core Ultra processors with AI capabilities, enabling local data processing and reducing reliance on cloud connectivity. The TOUGHBOOK 34 has a 12.4-inch display for in-vehicle use, while the G3 is compact with a 10.1-inch display for fieldwork. Both devices support unmanned systems and fleet intelligence applications, allowing for real-time data retrieval and management. The modular xPAK ecosystem enables users to adapt hardware configurations based on specific needs. Connectivity upgrades include 5G support and enhanced Wi-Fi and Bluetooth capabilities. The devices are designed for use in military, emergency response, and utility sectors, emphasizing their role as secure, connected, and AI-capable tools for critical missions.

Winsage

August 20, 2026

Microsoft brings improved Windows 11 hardware monitoring with upgraded Task Manager

Microsoft released a guide to optimize internet bandwidth usage for Windows 11 update downloads, focusing on policy settings for network efficiency. Enhancements to Task Manager include new columns for monitoring NPU (Neural Processing Unit) and NPU Engine usage, allowing users to see which applications leverage the neural processor. Additional columns for NPU Dedicated Memory and NPU Shared Memory provide insights into memory consumption for AI workloads. Neural engines in GPUs will also be visible on the Performance page. An optional Isolation column has been added to help users evaluate AI workload management. Applications optimized for NPUs will show specific designations in Task Manager, while high CPU usage with idle NPU indicates underutilization of dedicated AI hardware. Users can activate new metrics by right-clicking on column headers in Task Manager.

Winsage

August 5, 2026

How to Disable Windows Recall in Windows 11 Home and Pro

Microsoft's Windows Recall feature captures periodic snapshots of user screens on Copilot+ PCs with Neural Processing Units (NPUs) to create a visual timeline of digital activities. Users can pause, disable, or remove Windows Recall on Windows 11 Home or Pro, but system updates may reactivate it. Methods to disable Windows Recall include: 1. Settings Toggle: Users can turn off snapshot collection through the Privacy & Security settings and reset recorded history. 2. Windows Optional Features: Users can uninstall the Recall feature via the optional features menu. 3. Group Policy Management: Windows 11 Pro users can block Recall through the Group Policy Editor. 4. Registry Editor Modification: Windows 11 Home users can modify the registry to disable Recall, though this method carries risks. Each method requires specific steps and may necessitate a system restart to take effect.

Winsage

July 21, 2026

Windows 11 will let you search for your files in plain language

Microsoft is testing a new semantic search feature for Windows 11's File Explorer, which aims to improve file search by understanding user intent rather than relying on exact word matches. This feature allows users to search in natural language, such as "photos from last summer" or "Europe trip budget," and can identify files based on context, even if specific names are not mentioned. The functionality is powered by an AI model that operates locally on users' machines to maintain privacy and does not require an internet connection. However, it is only available on Copilot+ PCs, which have specialized AI chips capable of executing at least 40 trillion operations per second, limiting access for users with older machines. Currently, the feature is available only to Windows Insiders as Microsoft rolls it out in test builds.

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.

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.

Winsage

June 26, 2026

Microsoft is turning Windows 11 into an AI operating system

Darren Oberst, co-founder of LLMWare.ai, highlighted the benefits of using local models on neural processing units (NPUs) for optimized AI performance and suggested that businesses can enhance efficiency by scheduling automated agent runs. Leonard Lee, principal analyst at Next Curve, emphasized the importance of safe deployment of agentic AI features being introduced by companies like Samsung and Lenovo. Jack Gold, principal analyst at J. Gold Associates, noted that Microsoft is embedding AI into its Windows operating system, requiring support for multiple AI chip types to provide flexibility for enterprises.

Tech Optimizer

June 18, 2026

I tested Norton’s Deepfake Protection — and it finally convinced me my next laptop needs an NPU

The landscape of online security has evolved significantly, with deepfake technology introducing new challenges. Users must be vigilant against both traditional malware and convincing fake images and videos. Antivirus software developers are enhancing their products by integrating cloud-based AI for better threat detection. For users with computers featuring neural processing units (NPUs), local solutions are available, such as Norton’s Deepfake Protection, which analyzes synthetic voices and images to flag potential threats. This feature operates in the background, providing peace of mind during online interactions. Norton 360 includes options for Deepfake Protection, Safe Web, and Safe SMS, but requires sufficient system resources to function effectively. Running this protection on older laptops may hinder performance, making NPUs a worthwhile investment for enhanced security against deepfakes and other online threats.

Winsage

June 15, 2026

There are too many Windows laptops, and I can’t blame Microsoft for confusing choices — but there are ways it could help us all

The author has experience building Windows desktops but has recognized the practicality of Windows laptops due to frequent travel. They have a shortlist of preferred models, including the ASUS Zenbook A14 and Lenovo Yoga Slim 7x, but acknowledge that many consumers opt for cheaper laptops available in stores. The introduction of entry-level models like the MacBook Neo has shifted the conversation around Windows laptops. There is confusion among consumers regarding specifications, such as RAM and battery longevity, which are often overwhelming. The author suggests that a certified 'Windows Pro' laptop could guarantee features like a 120Hz display and 32GB of RAM, while a budget-friendly 'Windows Core' option could focus on IPS screens with at least 16GB of memory. There are concerns about consumer perception of non-certified products and the need for better education in the market.