NPU technology Archives

Winsage

October 17, 2025

Microsoft Unleashes AI Revolution: Windows 11 Transforms Every PC into an ‘AI PC’ with Hands-Free Copilot as Windows 10 Support Ends

Microsoft has launched a significant update for Windows 11, coinciding with the end of free support for Windows 10 on October 14, 2025. This update integrates artificial intelligence deeply into the operating system, transforming Windows 11 machines into 'AI PCs' with hands-free interaction capabilities through the intelligent assistant, Copilot. Key features include "Hey Copilot" voice activation, Copilot Vision for analyzing on-screen content, and Copilot Actions for performing multi-step tasks autonomously. These advancements are available to all Windows 11 PCs, democratizing access to AI technology. The update is expected to drive a migration from Windows 10 and reshape the competitive landscape for AI and computing. Microsoft aims to make AI a fundamental part of the user experience, setting new standards for interaction and potentially impacting various device categories. Future developments will focus on enhancing AI capabilities and ensuring privacy and security measures are in place.

Winsage

October 10, 2025

Microsoft pushes NPUs as a way to an intelligent Windows

Microsoft is promoting the potential of neural processing units (NPUs) to enhance Windows intelligence, although NPUs are not yet part of official hardware requirements. NPUs are designed to accelerate local inference with lower power consumption and are found in devices from smartphones to Copilot+ PCs. Microsoft claims that NPUs can make sophisticated AI experiences more affordable, stating that tasks that once required expensive computing can now be performed on less costly devices. However, the current utility of local AI processing for users is limited, with few OS features requiring local processing and minimal impact on productivity. Microsoft has integrated AI capabilities into applications like Notepad and Photos, but these changes are not driven by user demand. Despite the lukewarm reception, Microsoft advocates for NPUs, highlighting their ability to run multiple AI applications concurrently. Concerns exist regarding future hardware requirements, as the company may eventually include NPUs in its specifications, echoing past experiences with Windows 10. As of early September, AI-enabled notebooks with NPUs made up 40.5 percent of the European distribution channel, a figure expected to rise.

Winsage

December 14, 2024

Rising to the TOPS: How will NPUs and Windows AI grow in 2025?

In 2024, Microsoft introduced the "Copilot+ PC" branding for AI-capable laptops, while Apple launched Apple Intelligence. These developments have led to mixed outcomes, with features like real-time translations and on-device speech-to-text being beneficial, but others, such as Windows Recall, still proving their value. By 2025, mainstream developers are expected to integrate on-device AI into Windows applications, influencing consumer purchasing decisions. The term "TOPS" (Trillions of Operations Per Second) is becoming important for evaluating the AI performance of Windows laptops, with a minimum of 40 TOPS required for Microsoft's "Copilot PC+" designation. Qualcomm's Copilot+ PCs reported around 45 TOPS, significantly higher than Intel's 11 TOPS. By the end of 2024, premium Windows laptops are expected to see a three- to four-fold increase in NPU performance compared to 2023 models. Analysts speculate further performance improvements may occur towards the end of 2025. Despite the potential for a two- to three-fold enhancement in on-device AI performance, experts caution against overemphasizing TOPS figures, which may not accurately reflect real-world performance. The lack of a unified API for leveraging NPU capabilities in Windows complicates matters for users of Copilot+ laptops without Qualcomm chips. Although AMD and Intel have released competitive chips, Qualcomm currently holds an advantage with exclusive support for certain applications. Microsoft is promoting its low-level machine learning API (DirectML) and the Windows Copilot Runtime, which may enhance the Copilot+ PC ecosystem. While cloud-based AI solutions remain an option, the cost of these services is expected to rise, making on-device AI more appealing. The introduction of ChatGPT Pro highlights the financial implications of cloud access compared to on-device NPU usage, which incurs no additional costs. The pace of on-device AI adoption in Windows' software ecosystem is anticipated to accelerate in 2025.

Winsage

April 25, 2024

Surface Laptop 6 with Snapdragon X Elite SoC confirmed via benchmark leak — rivals MacBook Pro with M3 and M3 Pro

- A new Surface Laptop with Qualcomm's Snapdragon X Elite SoC has appeared on Geekbench - Microsoft is preparing to reveal an Arm-powered Surface Laptop and Surface Pro on May 20 - The Snapdragon X Elite SoC is disguised as Snapdragon 8cx Gen3 - The leaked Geekbench data shows impressive performance for the Surface Laptop 6 - The Surface Laptop 6 is shaping up to be a strong competitor to Apple's MacBook Pro - The upcoming Surface devices will showcase new Snapdragon X chips and NPU technology - Microsoft's hardware endeavors are set to challenge Apple's MacBook lineup

BetaBeacon

April 24, 2024

Qualcomm introduces Snapdragon X Plus for Windows PCs

Qualcomm has unveiled the Snapdragon X Plus platform, featuring a 10-core Qualcomm Oryon CPU and a 45 TOPS NPU for high-speed and efficient computing on-the-go. The platform promises up to 37% faster CPU performance and 54% less power consumption compared to competitors, benefiting a wide range of users. Kedar Kondap, Senior Vice President at Qualcomm, highlighted the platform's potential to transform the personal computing space and revolutionize the PC industry.