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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.
Android 17 starts global roll-out to Pixel phones
AppWizard
June 17, 2026

Android 17 starts global roll-out to Pixel phones

Google has begun the global rollout of Android 17, starting with Pixel phones and expanding to other manufacturers through 2026. The operating system features robust integration with AI applications, enhanced security measures including default parental controls and quantum protection for user data, and improvements optimized for larger screens, making media consumption easier and more enjoyable.
Windows SprySOCKS Malware: Advanced Kernel-Level Rootkit Targets Government Organizations via Supply Chain Vulnerabilities
Winsage
June 17, 2026

Windows SprySOCKS Malware: Advanced Kernel-Level Rootkit Targets Government Organizations via Supply Chain Vulnerabilities

The Windows variant of SprySOCKS malware, developed by the Chinese threat group Earth Lusca, targets government entities globally and features advanced capabilities such as rootkit-level stealth and extensive command-and-control (C2) functionalities. It operates on Windows systems, utilizing two main variants: WINDRV, which includes kernel drivers for stealth operations, and WINPLUS, a streamlined backdoor. The malware can communicate over TCP, UDP, and WebSocket, offering over 30 C2 commands for various operations, including system information gathering and keystroke logging. WINDRV loads a driver named ‘RawWNPF’ into memory using another signed kernel driver, allowing it to conceal processes and achieve persistence. The malware's design incorporates open-source elements and exploits vulnerabilities in the software supply chain, notably using a leaked certificate for driver signing. To combat SprySOCKS, organizations are advised to implement advanced endpoint detection and response (EDR) solutions, maintain regular patching, and manage supply chain risks vigilantly. The malware's adaptability and reliance on legitimate certificates complicate detection efforts, necessitating continuous refinement of security practices.
silver Android smartphone
Tech Optimizer
June 17, 2026

Databricks Puts AI Search Inside Postgres

Databricks has introduced Lakebase Search, a feature that integrates advanced search capabilities into its Lakebase Postgres database, currently in beta on AWS and Azure. This feature aims to enhance AI agent development by embedding native retrieval functions within the data backend. It addresses the challenge of "Vector Bloat Cost" by utilizing tiered storage for optimized data access and retrieval efficiency. Lakebase Search includes two new Postgres extensions, lakebase_vector and lakebase_text, which enable hybrid search capabilities that combine vector and full-text search functionalities. This integration streamlines the AI agent loop, improving agent-first ergonomics and allowing developers to create more efficient AI systems.
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.
Best antivirus software 2026: free and paid picks
Tech Optimizer
June 17, 2026

Best antivirus software 2026: free and paid picks

Viruses and malware have become more sophisticated, with phishing emails, AI-generated scams, and deepfake videos posing significant threats. In 2025, Americans lost .9 billion to online scams, affecting even tech-savvy individuals. Built-in malware protections on devices have improved, but the need for additional antivirus software depends on individual usage and risk tolerance. Microsoft Defender, integrated into Windows 11, scored 18/18 on AV-Test and provides real-time protection against various threats. XProtect on Mac updates malware signatures but may miss newer threats, while iPhone users generally do not need antivirus software due to iOS's sandboxing. Android users face higher malware risks and should consider dedicated antivirus solutions. Paid antivirus solutions often include features like VPN services, password managers, identity theft monitoring, and multi-platform coverage, justifying their cost. Many antivirus providers offer steep discounts for the first year, followed by significant price increases upon renewal, so it's advisable to disable auto-renewal and seek new customer rates. Bitdefender Total Security is recommended for its malware detection and light system impact, while McAfee+ Premium offers unlimited device coverage for families. Norton 360 Deluxe provides a comprehensive feature bundle, and Microsoft Defender is the only recommended free antivirus, achieving a perfect score on AV-Test without intrusive ads or upsells.
Even more games on Steam are using AI: there are over 8,600 demos in this week's Next Fest event, and nearly 1,700 use AI
AppWizard
June 17, 2026

Even more games on Steam are using AI: there are over 8,600 demos in this week’s Next Fest event, and nearly 1,700 use AI

The second installment of Steam Next Fest for 2026 is running until June 22 and features a total of 8,682 demos, nearly double the entire library of PlayStation 2 games. Approximately 1,700 of these demos incorporate AI technology, leading to concerns about the quality of some titles, often labeled as "shovelware." Various digital storefronts are struggling to maintain quality amidst the influx of AI-generated content, with Sony recently removing a publisher known for low-quality releases. The reaction to AI in game development has been mixed, with backlash against certain titles. Additionally, early Geekbench results for Valve's upcoming Steam Machine suggest a potential launch next week.
New expanded Android parental controls to support families around the world
AppWizard
June 16, 2026

New expanded Android parental controls to support families around the world

Android is expanding its Parental Controls feature to all devices upgrading to Android 17, allowing parents to manage their children's screen time effectively. The controls include screen time management, downtime scheduling, app store filters, and app usage control, all accessible through Android Settings and secured by a PIN. The setup of Google Family Link is also facilitated through the Family Link app, which provides additional features like School Time and location alerts. Additionally, there is an increase in the U.S. digital wellbeing fund to over a million dollars to support initiatives promoting healthy technology interactions and resources to combat social isolation.
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