tasks

Winsage
October 22, 2026
Following the Windows 11 26H2 update, users with 8GB PCs reported a significant reduction in RAM usage. One user noted a decrease from 5GB to 3.3GB after a restart, while tests on a virtual machine showed RAM usage drop from 4.1GB to between 2.8GB and 3.2GB. Microsoft has optimized RAM usage for 8GB PCs, aiming for improvements through 2026, with anecdotal evidence suggesting a reduction of 1GB to 2GB in boot RAM usage. Specific improvements include Windows now retaining up to 2GB more active data in memory and allowing Widgets to load only when accessed, freeing over 200MB for other tasks. The separation of Widgets from the Discover feed has also contributed to reduced RAM usage.
Winsage
October 22, 2026
Microsoft is streamlining some Copilot features in Windows 11 by removing certain options from the right-click context menu. Users can still access Copilot features through the 'Ask Copilot' icon. Diego Baca, Microsoft's Vice President of Design for Windows, mentioned that AI has accelerated the design team's workflow, allowing designers to contribute to code fixes, which has received mixed reactions online. Critics have expressed skepticism about Microsoft's coding practices and raised concerns about software reliability, linking these issues to the introduction of AI. The dissatisfaction appears to stem from ongoing problems with Windows 11's bug testing and update reliability rather than the use of AI itself.
AppWizard
October 21, 2026
A mobile research prototype has been developed that integrates image processing, deep learning, and internet-connected hardware to provide personalized eyeglass style recommendations based on facial type. The system operates through an Android application that captures or selects a user’s photograph, enhances it, and sends it to a connected device for analysis using deep-learning algorithms. The analysis determines the user's face type and generates a list of suitable eyeglass styles. The process involves four key components: image acquisition, image enhancement, remote analysis, and recommendation presentation. The smartphone acts as the user interface while computational tasks are handled by the connected device. The study does not provide quantifiable results on the accuracy of face classification or the quality of recommendations, nor does it specify details about the neural network architecture, training datasets, or criteria for facial categories. There is also no information on the dataset's size or composition, methods for determining face types, or evidence of improvements in appearance or fit.
AppWizard
October 21, 2026
Google has released Android 17 QPR3 Beta 2, which includes a security enhancement for Pixel devices that requires PIN or fingerprint authentication to modify Airplane Mode, Wi-Fi, Bluetooth, or Mobile Data on a locked phone. Non-security tiles like Flashlight and Battery Saver remain accessible without authentication. The beta version also fixes issues such as random reboots, system crashes, Bluetooth pairing failures, and excessive idle battery drain. Users can activate the new connectivity restriction feature in Settings under Security & privacy or Display & touch.
AppWizard
October 21, 2026
A developer enhanced the user experience on his parents' Xiaomi TV by disabling 25 pre-installed packages, creating a home screen similar to that of an Apple TV. This effort is part of his open-source project, cleanyourtv, which is compatible with 107 TV models across 37 brands. The tools used allow users to deactivate apps without permanently deleting them, enabling easy restoration. The project has gained popularity, with thousands of users applying similar techniques, improving their TVs' performance and functionality. Users have reported freeing up memory and customizing their devices creatively, while concerns about privacy and data collection from smart TVs continue to be raised. The cleanyourtv repository is expanding with community contributions, reflecting a shift towards user control in smart technology.
AppWizard
October 21, 2026
Google has launched its Gemini feature, now available on Android Auto and vehicles with Google built-in technology. The rollout includes Personal Intelligence, which integrates information from various Google services with user consent to provide tailored responses during in-car conversations. Key features include checking flight details, finding restaurants based on preferences, navigating to appointments, recognizing places from photos, and returning to previously discussed locations. Users can choose which apps to connect for privacy and can disable the feature anytime. Gemini will handle standard tasks without personalization. The rollout for Android Auto begins on October 21, 2026, with availability for cars with Google built-in expected soon. Eligible accounts are personal Google accounts for users aged 18 and older, while Google Workspace accounts and users in the European Economic Area, Switzerland, the United Kingdom, and Nigeria are excluded.
AppWizard
October 21, 2026
Google has integrated its Gemini AI with various Google applications to enhance the driving experience for users of Android Auto and vehicles with Google built-in. Gemini can access information from Gmail, Calendar, Maps, Photos, YouTube, and Search, allowing drivers to retrieve flight details, request directions, and navigate using visual data from photos. Major automotive manufacturers like Ford, GM, Honda, Nissan, Volvo, and Polestar are incorporating this technology into their latest models. Users must enable the Personal Intelligence setting for tailored responses, which will only work when the phone is connected to the vehicle. Essential functions like navigation, music playback, and calling remain operational without Personal Intelligence. The rollout of Personal Intelligence for Android Auto begins today, with support for vehicles with Google built-in expected in the coming months.
AppWizard
October 20, 2026
Google is enhancing its AI assistant, Gemini, within Android Auto by introducing a feature called Personal Intelligence, which allows Gemini to use information from Gmail, Google Calendar, Google Photos, YouTube, and Search for personalized assistance while driving. Users can interact with Gemini using natural voice prompts for tasks like finding flights or navigating to appointments. To use Personal Intelligence, users must grant permission for Gemini to access their information across Google applications. Users have reported issues with Gemini's integration with Android Auto, including lengthy responses and inconsistent command recognition. Google is also planning a significant redesign of Android Auto, expected to roll out in the fall.
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