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Google’s Android Bench 2.0 tests AI agents on week-long app builds
AppWizard
September 19, 2026

Google’s Android Bench 2.0 tests AI agents on week-long app builds

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.
New Android malware uses AI to take over your phone
AppWizard
September 19, 2026

New Android malware uses AI to take over your phone

A new Android malware called RatHat has emerged, analyzed by researchers from Zimperium's zLabs. It spreads through deceptive smishing texts and malicious ads that lead users to counterfeit download pages for popular apps. Once installed, it manipulates Android's Accessibility Service to gain elevated access by enabling Wireless Debugging and retrieving authentication codes without user intervention. RatHat targets finance and banking apps to steal user IDs, passwords, and MFA codes, using techniques to obtain touch coordinates for PIN recovery. It can intercept SMS messages, gain limited control of the device, and reinstall itself. Users are advised against sideloading apps and granting unnecessary accessibility permissions. Google's Advanced Protection Mode and Malwarebytes for Android can help mitigate risks associated with RatHat.
New RatHat Android Malware Uses AI to Steal Banking Logins, PINs and OTP Codes
AppWizard
September 19, 2026

New RatHat Android Malware Uses AI to Steal Banking Logins, PINs and OTP Codes

Security researchers have identified an Android banking Trojan named RatHat, which utilizes artificial intelligence, accessibility features, and Android Debug Bridge (ADB) to steal financial credentials, PINs, and one-time passcodes. Unlike traditional malware, RatHat employs a live AI assistant that interacts with the Android accessibility tree, allowing it to make real-time decisions based on the victim's screen content. The infection typically starts with social-engineering tactics, leading victims to counterfeit download pages where they are tricked into sideloading a malicious APK. Once installed, RatHat prompts users to enable Android Accessibility Service permissions, which it exploits to navigate Developer Options and enable Wireless Debugging. This grants it shell-level ADB access, allowing it to bypass application sandbox restrictions. RatHat deploys two native binaries for executing commands and maintaining a connection to the attacker's infrastructure. It targets banking applications through credential-stealing overlays and can intercept SMS messages for transaction verification codes. Additionally, it can record touch coordinates to reconstruct PINs and unlock patterns. RatHat includes persistence mechanisms to restore itself after removal, and users are advised to perform a factory reset if they suspect compromise. To reduce infection risk, users should avoid sideloading apps from unknown links, deny unnecessary Accessibility Service requests, and refrain from enabling Developer Options or Wireless Debugging for unfamiliar applications.
Why I still install this third-party battery app on my Android phones in 2026
AppWizard
September 19, 2026

Why I still install this third-party battery app on my Android phones in 2026

AccuBattery is a battery management app that helps users identify and diagnose software and hardware issues draining their device's battery. It offers a distinct approach by using pattern recognition over time for data gathering, which can yield more accurate insights compared to built-in tools. AccuBattery provides detailed statistics, including mAh consumption of each app, current, temperature, and voltage, facilitating easier diagnosis of potential hardware issues. Users can benefit from using AccuBattery alongside built-in tools, as each may catch what the other overlooks. The app includes a charge alarm feature that notifies users when their battery reaches 80%, promoting better battery longevity. However, AccuBattery relies on observational data, which may not always be perfectly accurate. It is not categorically superior or inferior to built-in tools but offers depth of detail that can be beneficial for users facing persistent battery issues.
Why ESG reporting standards matter in the Android and mobile tech ecosystem
AppWizard
September 19, 2026

Why ESG reporting standards matter in the Android and mobile tech ecosystem

ESG reporting standards are becoming increasingly important in mobile technology, affecting various aspects such as data management, material sourcing, energy consumption, privacy, supply chain dynamics, and product accountability. The lifecycle of mobile devices involves raw material sourcing, component manufacturing, device assembly, shipping, marketing, sales, updates, repairs, trade-ins, and disposal. Companies must understand ESG standards to create coherent sustainability narratives and may need to disclose supplier practices, carbon emissions, and governance documentation when partnering with larger firms. Consumers are now asking more questions about the longevity of software updates, repairability, data collection, packaging design, and the accountability of product creators. The rise of connected devices complicates ESG reporting due to extended product lifecycles and the need for ongoing software support. Companies should track product lifespan estimates, warranty data, repair trends, and update schedules to improve product quality and ESG reporting credibility. Emerging tech companies can start their ESG journey by cataloging product claims, consolidating evidence, designating ownership of records, and reviewing product lifecycle information. Global sustainability frameworks exist but may not align with consumer needs for straightforward product information. Successful mobile tech companies will need to bridge formal reporting requirements with accessible product-level communication. Trust and transparency in practices will increasingly influence consumer choices in mobile technology.
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