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AppWizard
October 12, 2026

5 Android Apps to Declutter & Secure Your Phone

DBMB is an app that silences unknown calls while keeping a log of all calls, operating offline without relying on online databases. Cork organizes links and apps into visual boards, allowing users to create personalized dashboards for easy access. Hidebox provides an encrypted vault for sensitive files, secured by PIN or biometric access, with features like a disguised app icon and intruder selfies. Infinite Walls offers curated 4K artwork and AI-generated wallpapers for phone backgrounds, with options for automated changes. Floatkit provides a floating sidebar for quick access to essential tools and functions without leaving the current app, facilitating seamless multitasking.
16 advanced Android messaging features you’ve probably never noticed
AppWizard
October 12, 2026

16 advanced Android messaging features you’ve probably never noticed

Android users can now locate and optionally restore deleted messages in the Google Messages app. Users can personalize notification icons with their faces and create unique sounds for each conversation using the Priority conversation setting. The app includes a snooze option to temporarily silence notifications and allows users to customize conversation themes. Google Messages profiles are now more accessible for personalization. Videos can be expanded in-line within messages, and web links gain context with the right settings. The Gemini image editing tool enhances image sharing when functioning properly.
The open-source mobile OS LineageOS upgrades to Android 17, escaping the ecosystem without losing the apps
AppWizard
October 12, 2026

The open-source mobile OS LineageOS upgrades to Android 17, escaping the ecosystem without losing the apps

LineageOS has released version 24, transitioning to Android 17, which includes numerous security patches. The update features a new image editor called Canvas, enhancements to the Android TV launcher Catapult with a battery indicator, and improvements to the music application Twelve for faster loading times. It also expands support to 24 additional devices. A comprehensive list of supported hardware and a downloads page are available in Changelog 32. LineageOS aims to provide a version of Android free from Google's ecosystem, allowing users to reduce bloatware and unwanted services, although some Google-dependent applications may face issues.
Windows 11 version 26H2 is rolling out now — here’s how to get the update now and get the most out of the 2026 update
Winsage
October 11, 2026

Windows 11 version 26H2 is rolling out now — here’s how to get the update now and get the most out of the 2026 update

Microsoft is gradually introducing the Windows 11 2026 Update (version 26H2) to compatible devices. The update is optional and requires manual installation for users who want it before the general rollout. Users on versions 25H2 or 24H2 can update without a complete reinstallation, while those on version 23H2 or earlier must perform a full in-place upgrade. To install the update from Settings, users should open Settings, click on Windows Update, enable the toggle for getting the latest updates, check for updates, download and install, and restart the device. If the upgrade option is not visible, it may indicate incompatibility. The Media Creation Tool can be used for creating bootable USB media for users upgrading from older versions like 23H2 or Windows 10, but it requires a complete reinstallation. Steps include downloading the tool, selecting the USB drive option, and following prompts to create the installation media. Users can also download the Windows 11 version 26H2 ISO file from the Microsoft support website, mount the ISO, and run setup.exe to complete the installation.
Android Malware Caught by Teaching AI to Read Apps as Pictures
AppWizard
October 11, 2026

Android Malware Caught by Teaching AI to Read Apps as Pictures

A research team from Turkey, led by Erdal Başaran and Ömer Okucu of Ağrı İbrahim Çeçen University, along with Yusuf Alaca from Hitit University, has developed an innovative detection framework for Android malware that utilizes a visual approach. This framework transforms key features of Android applications into images, allowing a Vision Transformer to differentiate between benign software and malware. The researchers created two types of images from static and dynamic analysis features: a conventional 2D grayscale image and a QR code image. Separate Vision Transformer models were trained on each image type, and spatial pooling features were extracted from deeper layers to create a comprehensive representation of application behavior. To refine the fused feature vector, Recursive Feature Elimination (RFE) was employed, enhancing classification clarity and reducing computational load. The final classification utilized a majority-voting ensemble strategy, achieving a detection accuracy of 98.72 percent, surpassing standalone models. The study demonstrates that the multimodal system outperforms individual grayscale or QR code pathways. The dataset used is publicly available, promoting reproducibility. The framework's reliance on static and dynamic analysis features allows it to adapt to new threats, and the novel QR code representation offers distinctive visual signatures of malicious behavior. However, challenges remain regarding feature extraction quality and computational demands.
We tested gaming performance in 17-year-old Windows 7 against Windows 11 on a modern gaming PC — older operating system delivers advantages in some scenarios
Winsage
October 10, 2026

We tested gaming performance in 17-year-old Windows 7 against Windows 11 on a modern gaming PC — older operating system delivers advantages in some scenarios

Windows 7 was released in 2009 and has received positive reviews for nearly two decades. A performance evaluation was conducted by installing Windows 7 on a modern PC and testing it against Windows 11 across ten games, including eight DirectX 11 titles and two DirectX 9 titles. In the game Metro 2033 Redux, Windows 11 achieved a higher average frame rate, but Windows 7 had better handling of CPU-related performance drops, resulting in stronger 1% lows. In Batman: Arkham Origins, Windows 7 outperformed Windows 11 in both average frame rate and 1% lows at 1080p and 4K. For Batman: Arkham Knight, Windows 7 showed higher performance when CPU-limited at 1080p, while Windows 11 led in GPU-limited scenarios at 1440p and 4K. In Batman: Arkham City, Windows 11 had the advantage across all resolutions as the game was GPU-bound. In The Witcher 3: Wild Hunt, Windows 7 outperformed Windows 11 in 1% lows at 1080p, but Windows 11 took the lead at higher resolutions. Control showed Windows 11 outperforming Windows 7 across all resolutions due to GPU optimizations. Hitman: Absolution also favored Windows 11 in GPU-limited scenarios. For DirectX 9 games, Windows 7 demonstrated significant advantages in average frame rate and 1% lows in Batman: Arkham Asylum, especially at lower resolutions, while performance in Borderlands 2 was nearly identical across both operating systems at 4K. Overall, Windows 7 excels in CPU-limited scenarios, while Windows 11 performs better in GPU-bound situations, aided by advanced graphics drivers. Microsoft’s ongoing efforts aim to improve Windows 11's performance and reliability.
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