local processing Archives

Winsage

September 17, 2026

Microsoft Calls In NVIDIA CEO Jensen Huang For Its Biggest Windows Event In Years

Microsoft will hold a Windows event on October 7 in San Francisco, marking its first major dedicated Windows gathering in over two years. The event will feature CEO Satya Nadella, Windows and Surface chief Pavan Davuluri, and NVIDIA CEO Jensen Huang, focusing on the impact of local AI on personal computing. A highlight will be the Surface Laptop Ultra, designed to compete with the MacBook Pro, featuring a custom NVIDIA RTX Spark SoC, an NVIDIA Blackwell GPU, up to 128GB of RAM, and the ability to run complex AI models on-device. Microsoft has also introduced a Workload Profile Scheduling system for efficient task distribution across CPU cores and optimized its Prism emulation layer for legacy x86 applications on ARM systems. The event is not expected to announce Windows 12, as Microsoft will focus on enhancing Windows 11. Major hardware partners like Dell, Lenovo, and ASUS are also involved in the RTX Spark ecosystem.

AppWizard

September 14, 2026

LG denies secretly recording users as TV privacy concerns grow

LG asserts that its smart TVs do not secretly record or transmit user conversations, clarifying that listening for a wake word does not mean recording conversations. Audio without the wake word is discarded locally and not sent to LG servers. The company uses technology that listens for a specific wake word and processes audio only after recognition. LG's Automatic Content Recognition (ACR) technology, which enhances user experience, relies on audio fingerprinting and requires user consent to activate. Users can disable ACR in TV settings. This privacy debate follows a previous incident involving unsolicited promotional pop-ups from LG monitors, which led to intervention from Microsoft.

AppWizard

June 25, 2026

This free Pixel app is the reason I canceled my AI note-taking subscription

Sanuj Bhatia from Android Authority highlights the capabilities of Google’s Pixel Recorder app, which he found effective enough to cancel his subscription to a paid AI note-taking service. The app, upgraded with Gemini Nano technology in the Pixel 9 series, can record audio and generate live transcripts with punctuation and grammar corrections, identifying multiple speakers during meetings. It integrates with a web application for easy access to recordings and transcripts on desktop devices. The app processes data on-device, ensuring privacy, which is advantageous for professionals handling sensitive information. While it has limitations, such as not being able to join meetings virtually and lacking collaborative features, it is considered a reliable and cost-efficient alternative to traditional AI note-taking tools.

Winsage

June 11, 2026

Microsoft is killing the Copilot+ PC advantage, brings Windows 11’s local AI to RTX 30+ PCs with 6GB vRAM

Microsoft has made its local Language Model APIs for Windows 11 accessible on non-Copilot+ PCs, requiring an NVIDIA RTX 30 series GPU with at least 6GB of VRAM. Copilot+ PCs, which debuted on June 18, 2024, require 16GB of RAM, an SSD, and a minimum of 40 TOPS NPU. The new APIs allow broader access to AI functionalities, including AI-powered text formatting, summarization, text rewriting, text-to-table conversion, and general prompt generation, through a compact language model called "Phi Silica." Users with compatible NVIDIA GPUs can utilize these features locally, enhancing privacy compared to cloud-based models. However, some features remain exclusive to devices with NPU chips.

Winsage

April 22, 2026

Google and Back Market Launch $3 ChromeOS Flex USB Kit for Windows 10 Users Locked Out of Windows 11

Google has launched a physical ChromeOS Flex USB Kit, priced at a modest amount, to support users on Windows 10 whose hardware does not meet Windows 11 requirements. This kit, developed with Back Market, is part of a pilot program with limited stock. The kit includes printed guides and video tutorials for installing ChromeOS Flex, which is available for free download. ChromeOS Flex allows devices to boot in under 10 seconds and primarily supports web browsing and cloud-based applications, but does not support Android applications. It consumes approximately 19 percent less energy than similar systems and aims to extend the lifespan of existing devices to reduce electronic waste. The kit is available through Back Market, but future production and pricing details have not been disclosed.

Winsage

March 26, 2026

Samsung’s new Windows browser comes supercharged with Perplexity AI: Details

Samsung has launched its browser for Windows, moving from beta to a fully operational platform, featuring AI capabilities powered by Perplexity. Key features include: - AI integration that provides detailed, source-backed answers by analyzing current webpages or multiple tabs. - Cross-tab summarization and comparison for synthesizing information from related tabs into a concise summary. - Intelligent tab management that organizes, names, and groups open tabs based on user tasks. - Natural-language search for browser history, allowing users to find previously visited pages using plain English queries. - Real-time webpage translation that maintains formatting while translating multi-language pages. - Local processing for speed and privacy, keeping user data off the cloud. The Samsung Browser is available for Windows 11 and Windows 10, free to download from the Microsoft Store and official website, with advanced AI features currently limited to users in South Korea and the United States, and a global rollout planned by 2026.

Winsage

March 11, 2026

Windows 12 could be the tipping point that finally pushes you to Linux

The anticipated release of Windows 12, rumored for 2026, has sparked speculation about a potential migration of users to Linux. Microsoft’s history with Windows shows a cycle of launching resource-intensive operating systems, leading to user dissatisfaction and exploration of alternatives. The end of support for Windows 10 has increased interest in open-source systems like Linux. The integration of artificial intelligence in Windows 12 may complicate user experiences, potentially driving users away due to increased demands and complexities. In contrast, Linux is evolving to offer a user-friendly experience without advertisements or the need for costly hardware upgrades, making it an appealing alternative for disenchanted Windows users.

Winsage

January 14, 2026

Microsoft Adds Copilot AI to Windows 11 File Explorer Amid Privacy Debates

Microsoft is enhancing its artificial intelligence capabilities in Windows 11 by potentially integrating its Copilot AI into File Explorer, as indicated by recent code discoveries in insider preview builds. This integration may introduce a new Copilot button or sidebar, allowing users to engage with AI for contextual queries about files, such as summarizing documents or organizing folders. Concerns have been raised regarding privacy and system performance, as the AI could access local files. The integration may also include chat capabilities, prompting fears of data exposure. Microsoft has assured users that Copilot prioritizes local processing and operates with consent. However, critics worry about the potential for intrusive AI suggestions and the possibility of forced updates. The integration is expected to leverage Microsoft's agentic AI framework and may require advanced hardware for optimal performance. Financial incentives, such as Copilot Pro subscriptions, are also a factor in this strategic push. User feedback will be crucial in determining the success of this integration, with mixed reactions from the tech community regarding privacy and control.

Tech Optimizer

January 7, 2026

Best Antivirus Software (January 2026): Webroot Recognized for Lightweight Protection by Expert Consumers

Webroot has been recognized by Expert Consumers for its innovative antivirus protection, which offers essential security features with minimal impact on system performance. The software is cloud-based and lightweight, providing real-time protection while using minimal system resources. It leverages cloud technology for threat analysis, allowing for quick scans and unobtrusive background protection. Webroot includes real-time monitoring, flexible scanning options, phishing protection, and ransomware protection. It also addresses threats to personal data and offers protection for mobile devices and Chromebooks. Webroot's product lineup includes various plans tailored to user needs, from basic antivirus protection to comprehensive plans with identity protection features. The software is designed to operate consistently in the background, ensuring usability and reducing the risk of misconfigurations.

Winsage

November 26, 2025

Windows: Notepad gets tables and streaming AI

Microsoft is updating its Notepad editor to version 11.2510.6.0, introducing native support for Markdown tables and enhanced AI functions through streaming technology. The new features include the ability to insert tables via a toolbar button or Markdown syntax, and AI functions such as Write, Rewrite, and Summarize that generate results word by word. The Rewrite function currently supports streaming only on Copilot+ PCs, and a Microsoft account is required to access the AI functions. The update is available to Windows Insiders in the Canary and Dev channels, with no timeline for broader release. Users can disable the new features in settings or revert to older versions of Notepad if desired.