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Windows 11’s best AI feature is the one you might never find
Winsage
June 17, 2026

Windows 11’s best AI feature is the one you might never find

Windows 11 has introduced an AI-driven feature called Voice Focus, designed to filter out background noise for users in noisy environments. Integrated into select Asus laptops, it effectively eliminates most ambient sounds but may render voices slightly nasally. Microsoft's own Voice Focus offers more natural audio quality, though its performance can vary. Tests showed that Voice Focus could filter out background music and white noise while preserving voice clarity without heavily taxing laptop performance. However, the feature's availability is inconsistent across devices, as Microsoft has not clearly communicated which models include it. Voice Focus may not be universally available, requiring users to check if their laptops support it.
NVIDIA's RTX Spark launch is huge, but Qualcomm and Microsoft built the Windows ARM foundation
Winsage
June 17, 2026

NVIDIA’s RTX Spark launch is huge, but Qualcomm and Microsoft built the Windows ARM foundation

Qualcomm announced the Snapdragon X Elite in 2023, an ARM-based processor that outperformed traditional x86 processors. The Snapdragon X Series featured a custom Oryon core design and was optimized for Windows through collaboration with Microsoft, including the introduction of the Prism emulation layer, which allows x86/x64 applications to run on ARM. Many applications, such as Adobe Illustrator and Discord, now run natively on ARM, showing significant performance improvements. By 2026, NVIDIA unveiled the RTX Spark, an ARM-powered system on a chip, developed with MediaTek, featuring an ARM Cortex CPU and a Blackwell RTX GPU. NVIDIA also announced improvements to Windows for better workload scheduling and support for kernel-level anti-cheat software on Windows ARM.
Snowflake Simplifies Postgres Data Sync
Tech Optimizer
June 17, 2026

Snowflake Simplifies Postgres Data Sync

Snowflake has introduced features to improve data integration between PostgreSQL and its platform, addressing challenges in transferring data between online transaction processing (OLTP) and online analytical processing (OLAP). One key feature is data mirroring, which offers low-latency replication for PostgreSQL, automatically maintaining target tables to reflect source changes with minimal setup effort. These advancements aim to simplify data integration, reduce costs associated with ETL tools, and facilitate real-time insights, enhancing operational efficiency for organizations.
A Brief History Of Unix Commands On Windows: CoreUtils (Again)
Winsage
June 16, 2026

A Brief History Of Unix Commands On Windows: CoreUtils (Again)

The interaction between Unix/Linux and Windows has historically been marked by significant differences in their architectures and philosophies. Unix uses a fork() function for process management, while Windows employs CreateProcess(), complicating the implementation of Unix-like tools on Windows. Early solutions to bridge this gap included the MKS Toolkit, which provided Unix-like commands for Windows, and UWIN from AT&T Bell Labs, which aimed to create a Unix interface layer on Windows. Cygwin offered a compatibility DLL to run Unix software on Windows, but required rebuilding from source. Microsoft's initiatives included POSIX, Interix, and later Services for UNIX. The introduction of the Windows Subsystem for Linux (WSL) allowed users to run a Linux userland directly on Windows, with WSL 2 incorporating a real Linux kernel. Recently, Microsoft released Coreutils for Windows, providing native builds of Unix-style tools to enhance cross-platform consistency.
Windows 11’s June update makes PCs feel faster. Here's what's new
Winsage
June 15, 2026

Windows 11’s June update makes PCs feel faster. Here’s what’s new

On Patch Tuesday in June 2026, Microsoft released a significant update for Windows 11, designated as KB5094126. Key enhancements include: - Low Latency Profile: Boosts CPU clock speeds temporarily for specific tasks, reducing lag during operations. - Simultaneous Webcam Access: Allows multiple applications to use the webcam simultaneously. - Shared Audio: Enables two users to connect headphones to one PC for shared audio enjoyment. - NPU Usage Monitoring: Task Manager displays Neural Processing Unit usage for individual processes, with new columns for NPU and NPU Engine. - Enhanced Windows Search: Users can locate files with just two characters instead of three. The update also introduces new Secure Boot certificates for improved security. After installation, Windows 11 build numbers will show either 26200.8655 (25H2) or 26100.8655 (24H2). Updates are rolled out gradually, so some users may experience delays in accessing features.
Microsoft is reportedly testing Copilot+ AI features with discrete GPUs instead of NPUs — a feature available on Windows App SDK with a Windows Insider Experimental Channel build and Developer Mode turned on
Winsage
June 15, 2026

Microsoft is reportedly testing Copilot+ AI features with discrete GPUs instead of NPUs — a feature available on Windows App SDK with a Windows Insider Experimental Channel build and Developer Mode turned on

Copilot PCs were introduced by Microsoft in 2024 to integrate advanced AI capabilities into personal computing. An experimental Windows App SDK is now available on GitHub, allowing users to run Language Model APIs on supported Nvidia GeForce RTX 30-series GPUs with a minimum of 6GB of VRAM. This capability requires a Windows Insider Experimental Channel and Developer Mode activation, enabling local AI inferencing on devices without dedicated NPU hardware. Microsoft's shift from promoting Copilot+ PCs may be influenced by fluctuating RAM prices and aims to make AI functionalities more accessible to a broader user base. In 2024, a research firm noted that consumer interest in AI PCs was driven by the need to upgrade to available models, a trend continuing into 2026 due to a shortage of memory and storage chips, resulting in rising computer prices and declining sales of PCs and components. Projections indicate that entry-level laptops may disappear by 2028. The lack of consumer interest in NPU-equipped PCs could impede the adoption of Copilot+ features, prompting Microsoft to expand AI functionalities to non-Copilot+ devices to enhance its user base and differentiate Windows 11 from competitors like macOS and Linux.
The Windows 11 June update makes your Start menu and Search feel much more snappier
Winsage
June 14, 2026

The Windows 11 June update makes your Start menu and Search feel much more snappier

Microsoft released update KB5094126 on June 9, 2026, for Windows 11 versions 24H2 and 25H2 to improve shell responsiveness. This update introduces the Low Latency Profile, which temporarily boosts CPU frequency for one to three seconds during interactions with system features like the Start menu and taskbar, resulting in system flyouts opening up to 70% faster and core applications launching up to 40% quicker. The update also includes features such as Shared Audio for simultaneous audio use by two users, enhanced Windows Task Manager with NPU usage columns, the ability for multiple applications to access the same camera stream, improved Windows Search for locating files with two characters, a refined installation process allowing custom user folder names, and optimizations to Windows Hello for authentication methods. The update also addresses over 200 security vulnerabilities.
As a longtime Android privacy nerd, here are 6 privacy apps I actually regret installing
AppWizard
June 13, 2026

As a longtime Android privacy nerd, here are 6 privacy apps I actually regret installing

The author shares experiences with six privacy applications that did not meet expectations. 1. Private Internet Access (PIA): A robust VPN service with a cluttered interface and concerns about its U.S. base; transitioned to NordVPN for a better user experience. 2. Brave Browser: Known for ad and tracker blocking, but had issues with Brave Search reliability, syncing, and battery drain; switched to Firefox with uBlock Origin. 3. LastPass: A former leading password manager that lost trust due to security breaches; moved to Bitwarden for its solid and secure platform. 4. KeePassDX: Impressive for local storage and clean UI, but lacked cloud syncing and required manual password management; eventually chose Bitwarden for convenience. 5. OpenBoard: A privacy-focused keyboard app that is no longer available on Google Play; basic features and installation hassles led to regret over its use; better alternatives exist. 6. OsmAnd: An open-source offline navigation app with extensive customization but a steep learning curve and rigid address searches; now prefers Organic Maps for ease of use.
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