enhancements

AppWizard
September 19, 2026
Google has launched Android Bench 2.0, an upgraded benchmark for evaluating AI coding agents, which now includes 30 long-horizon tasks that can take human engineers days or weeks to complete. The best pass rate for these tasks is around 28%, down from approximately 91% in the previous version. The benchmark measures both pass rates and completion rates, acknowledging partial progress rather than just failures. It assesses various challenges, including app creation and feature integration, using a comprehensive scoring methodology that evaluates functionality, regression checks, and visual fidelity. AI models perform better with new code than with modifications to existing systems, facing challenges in runtime validation and cross-platform conversions. The current leaderboard shows OpenAI’s GPT-6 Astra leading with a 28% pass rate, while Gemini 3.8 Flash has an 8% pass rate. Developers using AI agents should be aware that while AI can generate significant portions of applications, further refinements will require human input. The benchmark is available on Google’s Android Bench leaderboard.
AppWizard
September 18, 2026
Google has updated the Pixel Weather app, introducing a refresh button on the home screen widgets that allows users to manually update weather information. This button is located in the top-right corner of the larger Weather widget and also refreshes the smaller widget if both are in use. Additionally, the app's design has changed, removing tiny arrow buttons for navigating hourly and daily forecasts, allowing users to swipe left or right over the cards instead.
AppWizard
September 18, 2026
Google Messages is introducing a feature to notify users about updates and enhancements, which has received mixed reactions. A poll of over 1,800 participants showed that 52.3% are skeptical about the feature, fearing it may create "unnecessary bloat." In contrast, 20.6% view it as a "promising addition," while 27.1% are cautiously optimistic. Users have expressed a preference for other enhancements, such as additional font settings and improved contact categorization, over the notification system. Concerns have been raised about the potential for a cluttered user experience similar to past messaging platforms.
AppWizard
September 18, 2026
Google has released version 2.0 of Android Bench, which focuses on managing complex development tasks rather than minor adjustments. The new version evaluates tasks that may take engineers days or weeks to complete, such as adding features and building applications. A continuous scoring method has replaced the previous pass or fail system, assessing completion rates based on functionality, visual fidelity, and adherence to instructions. Various AI models have been tested, with GPT-6 Astra achieving a 28% pass rate, significantly lower than the previous scores around 90%. No model has achieved a 100% pass rate in porting cross-platform applications, with the best reaching 80%. AI performs better in writing new code than in refactoring existing code, facing challenges with architectural complexity and runtime validation. Android Bench utilized agents from model providers for evaluations and plans to incorporate various model combinations in future updates.
AppWizard
September 17, 2026
Gemini's integration into Waze enhances the app's capabilities by introducing personalized navigation features that adapt to individual driving preferences, allowing Waze to analyze past routes and suggest options based on user habits. Users can report road conditions using natural language, making it easier to share important information without distraction. The app also allows for a conversational approach to searching for destinations, enabling drivers to find stops along their route without specifying exact locations. Additionally, features like a "less chatty" mode and a motorcycle mode cater to different user preferences and needs.
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