AI models Archives

BetaBeacon

September 9, 2026

Arm’s new CPU cores and GPUs for Android chips promise ‘desktop-class’ games, more AI power

Arm has introduced new C2-Ultra and C2-Pro CPU cores with a 15% increase in single-thread performance and 12% faster app launches. The CPUs feature local AI integration, eliminating the need for a separate NPU or TPU. The Mali G2-Ultra NX GPU offers "desktop-class" performance with AI-native graphics, delivering a 14% performance boost and supporting Unreal Engine 5 "MegaLights." These advancements will debut in Xiaomi's 18 Fold phone initially.

AppWizard

September 6, 2026

I spent months testing the top Android keyboards; one easily replaced Gboard for good

The author initially favored Google Gboard but began exploring alternatives due to declining typing accuracy and clipboard management issues. They found Microsoft SwiftKey's stable version effective for swiping, predictive text, and multi-language support, but were disappointed with its voice input feature. Transitioning to SwiftKey Beta improved voice typing significantly, though it still lacks support for some niche languages and font scaling options. FUTO Keyboard is noted for its privacy and offline functionality but has limited language support and clipboard management. Samsung Keyboard, now the author's primary choice on their Galaxy Tab, offers deep integration with One UI and improved text prediction, though voice input still needs work. Gboard remains competent, especially in voice typing, but the author feels it is becoming less appealing due to data harvesting concerns and limited customization. Currently, the author plans to continue using Microsoft SwiftKey Beta, which meets most of their typing needs.

Winsage

September 5, 2026

Microsoft engineer says “typing code is absolutely over,” and Windows 11 is already being built that way

David Fowler, an engineer with 18 years at Microsoft, claims that traditional software development methods are becoming obsolete, stating, “Typing code is absolutely over.” He has co-created technologies like SignalR and NuGet and currently leads Aspire, a toolchain for building distributed applications that emphasizes AI-driven development. CEO Satya Nadella noted that AI contributes to 20-30% of the code produced at Microsoft. While developers will still interact with code, manual typing is becoming less central, with a shift towards strategic software engineering tasks. Microsoft Research found that AI-generated suggestions in Visual Studio IntelliCode are often overlooked by developers. GitHub Copilot has evolved to autonomously perform tasks, including building Windows development environments as of February 2026. Linus Torvalds supports AI in Linux development, viewing it as a useful tool. A report from Veracode indicated that about 44% of AI-generated code contains known vulnerabilities, highlighting the need for oversight. Microsoft’s MDASH system uses AI for enhanced vulnerability assessments. Microsoft emphasizes native Windows development through the open-source WinUI 3 framework and provides resources for beginners using Copilot. Project Zenith aims to optimize Windows 11 for developers, supporting local AI-powered development. Fowler's statement signifies a transformation in developers' roles, focusing on strategic aspects rather than typing code, while the need for skilled software engineers remains essential.

Winsage

September 4, 2026

Announcing Project Zenith: The ready-to-code Windows experience on developer-class devices

Windows announced Project Zenith, a developer-optimized Windows 11 experience designed for devices with over 64 GB of unified memory and memory bandwidth exceeding 250 GB/s. The project will initially launch with AMD’s Ryzen AI Halo and will include preconfigured Windows setups and a curated selection of development tools. Devices under Project Zenith will allow developers to run models with over 30 billion parameters locally, reducing reliance on cloud resources. Enhancements to Windows 11 include improved performance and a cleaner workspace tailored for coding, with features like pinned Windows Terminal and Visual Studio Code. Project Zenith also integrates the Windows Subsystem for Linux (WSL) and provides a secure environment for developing agentic applications, leveraging OS-enforced identity and Microsoft Execution Containers (MXC). The initiative aims to offer a consistent ready-to-code experience across various devices while responding to developer needs and evolving with advancements in AI and software development.

AppWizard

September 3, 2026

RPCS3 emulator devs slam Nvidia DLSS 5 as ‘AI-slop generator’ — says industry pushing ‘more upscalers and frame generation to hallucinate games and hide their lack of optimisation’

Developers at RPCS3 have criticized Nvidia's DLSS 5 technology, calling it an “AI-slop generator.” They noted that some individuals are testing a leaked DLSS 5 DLL on the RPCS3 renderer. The official RPCS3 account stated that they do not support technologies that obscure optimization issues. DLSS 5 is set to officially launch with NBA2K27 and aims to provide advanced neural rendering for improved visual realism. It will feature various AI models and controls for artists, but is resource-intensive and compatible only with RTX 50-series GPUs and GeForce Now. Some modders have managed to use the leaked DLL on older RTX 40-series graphics cards.

AppWizard

September 1, 2026

How to make sure your Android phone is secure

Android devices have various features to enhance security and privacy. A 2025 Pew Research Center study found that nearly 75% of Americans have faced online scams, which have become more sophisticated, including vishing scams using AI-generated deepfakes. Android offers tools to mitigate these risks, such as AI-driven scam detection and theft protection. To safeguard devices, users should keep their software updated by checking Settings > About Phone for the current version and navigating to Settings > System > Software Updates for updates. App updates can be managed through the Google Play Store under Settings > Network preferences > Auto-update apps. Securing Google accounts with two-factor authentication is recommended, which can be set up via the Google Account management page. Automatic backups can be enabled in Settings > Google > Backup. The Find Hub app helps track lost devices and can be configured in Settings > Location and Settings > Security. Android includes scam detection tools that alert users to potential scams in calls and texts, which can be activated in the Phone app settings. Privacy settings can be managed by adjusting app permissions in Settings > Apps and using the Permission manager in Security & Privacy. Users can opt out of data sharing with advertisers by navigating to Settings > Google > Ads. Google Play Protect scans for harmful apps and should remain enabled for safety. Theft protection features, such as Theft Detection Lock and Remote Lock, can be activated in Settings > Google > Personal & device safety.

AppWizard

August 31, 2026

The AI memory crunch has reached the apps on your phone

Google will implement new memory usage regulations for Android applications starting in February 2027, due to a global RAM shortage. Apps exceeding the set memory limits may be throttled, terminated, or face reduced visibility on the Play Store. The memory thresholds vary based on device specifications, with specific limits for foreground, background, and bitmap memory usage. Non-compliance will result in penalties affecting app distribution and visibility. The memory crisis is attributed to increased demand from the AI data center industry, leading to rising RAM costs. The new limits will first apply to Pixel devices with Android 17, and other manufacturers are expected to follow. Additionally, by April 2027, all apps on the Play Store must support zero-tap credential restoration for users transitioning to new devices.

Winsage

August 30, 2026

Windows 11 is accused of using AI to slow your PC, but it’s not what you think

Windows 11's privacy settings have caused confusion among users regarding the Text and image generation feature, leading to misconceptions that AI processes are actively running and draining system resources. Screenshots showing "zero" requests in the Recent activity section indicate that these features are not consuming RAM. The privacy page is intended to inform users about which applications can use on-device generative AI models, but it does not imply that these applications are currently using AI. The processing occurs on a specialized chip, ensuring that it does not burden the CPU, GPU, or standard RAM. Users can disable the feature by navigating to Settings > Privacy & security > Text and image generation. The terminology used in the operating system has contributed to misunderstandings, and the setting was enabled by default, which has led to skepticism among users due to Microsoft's history of implementing features without clear communication.

AppWizard

August 29, 2026

6 awesome things you can do with a terminal emulator on Android

Terminal emulators allow users to interact with operating systems through text commands. Termux is an open-source terminal emulator for Android available on the F-Droid store. Users can test internet speed directly from Termux by installing Python and using the speedtest command. Weather information can be accessed using the curl command for a three-day forecast, and users can create shortcuts for convenience. Termux can display system information using colorful ASCII art with tools like fastfetch or macchina. It allows remote access to the phone via SSH after installing openssh. Users can run AI chatbots locally using the command-line tool Ollama. Termux can also facilitate the installation of Linux-based operating systems on Android devices using the proot-distro tool.

AppWizard

August 28, 2026

Content Creators Will Love This FOSS Android App

Image Toolbox is an Android app developed by Malik Mukhametzyanov, designed to assist content creators by consolidating essential functions such as resizing, format conversion, watermarking, and platform-specific exports into a single interface. It features batch processing capabilities, 61 built-in export presets for platforms like Instagram, X, and YouTube, and background removal options using various AI models. The app is free, ad-free, and released under the Apache License 2.0. Users can customize the app's color scheme, and it includes a "Usage Statistics" page that tracks app usage while ensuring user privacy. Image Toolbox is available on F-Droid and the Play Store, with both versions being identical except for the inclusion of Google-related trackers in the Play Store version. There is no paid plan, and donations are welcomed. APK files can also be downloaded from the project's GitHub repository.