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Microsoft design boss on why Windows 11 can’t please all 1 billion users: “Everyone has different preferences”
Winsage
October 11, 2026

Microsoft design boss on why Windows 11 can’t please all 1 billion users: “Everyone has different preferences”

Microsoft is planning a significant transformation of Windows 11, focusing on modernizing its user interface and legacy features while addressing diverse user preferences. The new Windows Search capabilities allow users to perform actions like toggling settings directly from search results, which has led to discussions about the relevance of the Start menu. Diego Baca, Vice President of Design at Windows, emphasized the challenge of designing for over a billion users while aiming to improve performance and customization. The Recommended/Recent section of the Start menu has received mixed feedback, with many users expressing discontent despite Microsoft viewing it as a valuable feature intended to enhance productivity. Scenarios for its use include displaying missed meeting recordings and suggesting frequently used apps. In March 2026, Microsoft acknowledged past oversights with Windows and committed to revitalizing the operating system, aiming to modernize interfaces and integrate more WinUI-based features. The company plans to deliver 100% native applications on the platform and is focused on providing greater customization options for users.
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.
Walmart is selling a Android tablet for only $90
AppWizard
October 10, 2026

Walmart is selling a Android tablet for only $90

The Zonko Android 16 Tablet is currently available at Walmart for under 0 during a limited-time Flash deal, including an accessory bundle. It features a 10-inch display with a resolution of 1280×800 HD, dual speakers, and a dual-camera setup with an 8MP front camera and a 13MP rear camera. The tablet runs on the Android 16 operating system, has 12GB of RAM, and 64GB of storage, expandable up to 512GB. It is equipped with a 6000mAh battery that lasts between 32 to 48 hours, and offers dual-band 2.4G/5G WiFi. The purchase includes a Bluetooth keyboard, mouse, stylus pen, screen protector, protective case, and charger. The device supports Google Mobile Services and comes with parental controls. However, it has received only a few reviews and does not support downloading Apple apps, except for Apple TV or Apple Music.
Microsoft’s AI-Powered Windows Strategy: 5 Things To Know
Winsage
October 9, 2026

Microsoft’s AI-Powered Windows Strategy: 5 Things To Know

Microsoft has transitioned its Execution Containers capability into general availability, creating a secure environment for AI agents on Windows 11. Nvidia's CEO praised Microsoft's MXC architecture as a revolutionary foundation for application development. Organizations are increasingly relying on managed service providers to navigate AI tools. The general availability of Microsoft Execution Containers allows organizations to define access for AI agents, with real-time policy enforcement. The open-source MXC library integrates across Windows, macOS, and Linux, helping manage agent interactions and mitigate risks. Microsoft is enhancing the Copilot experience with hybrid intelligence features and revamping Windows Search for better performance. Preorders for new Copilot+ PCs powered by Nvidia's RTX Spark technology are open, with shipments starting on October 16. Device partners like Dell, HP, and Lenovo are also launching AI PCs on the same date. Later this year, Dell and HP will introduce Nvidia’s DGX Station technology to enable local running of frontier-class AI models on Windows devices.
Your Android phone could be infected before you turn it on
AppWizard
October 9, 2026

Your Android phone could be infected before you turn it on

Bitdefender researchers have identified a malware campaign called Midnight Mimosa that can be embedded in the software of low-cost Android devices before sale. This malware operates stealthily, allowing it to install and remove applications without user knowledge, generate fraudulent advertising activity, and convert devices into residential-proxy relay nodes for a botnet. It has been found on MediaTek-based, white-label devices marketed under misleading names. Users should be cautious of suspiciously cheap devices and look for signs of infection, such as unexplained ads, unfamiliar apps, sudden battery drain, and discrepancies in model names. Standard uninstallation or factory resets may not remove this malware, and users are advised to update their devices, review app lists, and contact sellers for refunds or replacements if they suspect infection. Mobile protection solutions can help monitor app behavior and alert users to potential threats.
Microsoft admits one bad driver can crash all of Windows, and Intel’s Windows 11 26H2-ready GPU drivers are next to get its fix
Winsage
October 9, 2026

Microsoft admits one bad driver can crash all of Windows, and Intel’s Windows 11 26H2-ready GPU drivers are next to get its fix

Microsoft is collaborating with Intel, AMD, and Nvidia to improve driver quality for Windows 11, addressing issues that can lead to system failures. Intel has confirmed that its GPU drivers are compatible with Windows 11 26H2, and recent updates have integrated support for this version. The Driver Quality Initiative (DQI) aims to enhance driver stability and quality across the ecosystem. Microsoft emphasizes that high-quality drivers are essential for reliable Windows performance and that a collective effort from all stakeholders is necessary. The DQI focuses on four principles: Architecture, Trust, Lifecycle, and Quality Measures, promoting user-mode drivers, stricter certification, removal of outdated drivers, and assessments based on stability, functionality, performance, power consumption, battery life, and thermal performance.
Amazon Alexa Tablets are mid-range Android tablets with the Google Play Store & Amazon apps and services
AppWizard
October 8, 2026

Amazon Alexa Tablets are mid-range Android tablets with the Google Play Store & Amazon apps and services

Amazon has introduced the new Alexa Tablet series, moving away from the Fire tablet branding. The tablets range in size from 8.7 to 12 inches and are priced between [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: Amazon has unveiled a significant update to its tablet lineup with the introduction of the new Alexa Tablet series, marking a departure from its previous Fire tablet branding. The new devices, available in sizes ranging from 8.7 to 12 inches, are positioned as mid-range offerings with premium features, catering to a broader audience. Pricing for these tablets starts at 0 and goes up to 0, reflecting a notable shift in Amazon's strategy as they embrace full Android functionality. Enhanced Features and Functionality These new Alexa Tablets come pre-installed with the Google Play Store, eliminating the need for users to sideload applications that were previously unavailable through Amazon’s Appstore. This integration allows for a more seamless experience, particularly for those who rely on popular apps not found in Amazon's ecosystem. However, despite this enhancement, the tablets remain firmly rooted in Amazon's ecosystem, showcasing the Alexa voice assistant prominently alongside Amazon's suite of apps such as Kindle, Prime Video, and Amazon Music. While the previous generation Fire HD 8 was priced around 0, the new Alexa Tablet 8 starts at 0, indicating a strategic pivot towards a more premium market segment. Amazon's VP of devices, Panos Panay, has indicated that these new models are intended to replace the older Fire tablets, which are gradually being phased out. Although some older models may still be available, many have been out of stock for an extended period, suggesting a clear shift in Amazon's product focus. Hardware Upgrades The new Alexa Tablets boast impressive hardware upgrades. The Alexa Tablet 8 and Tablet 11 feature a MediaTek MT8189 8-core processor, a marked improvement from the previous generation's MT8179A chip. Additionally, the new models support up to 8GB of RAM, enhancing performance for multitasking and demanding applications. For those seeking even more power, the Alexa Tablet 12 Pro offers a larger, high-resolution display and is equipped with the MediaTek Dimensity 8400 chip, which includes eight Cortex-A725 cores. This model also supports up to 16GB of RAM and optional accessories such as a stylus and keyboard, positioning it as a potential competitor to traditional laptops and iPads. Market Positioning and Pricing Concerns Despite the advancements, there remains skepticism about the market reception of these new tablets, particularly given their higher price points. Amazon's Fire tablets have long been recognized for their affordability, and the new models, while offering enhanced features, may struggle to attract budget-conscious consumers. The price increases align with broader trends in the tech industry, where many devices have seen rising costs due to various economic factors. While the entry-level model still features a lower resolution display and limited connectivity options, the overall improvements in processing power, display quality, and software integration suggest that these tablets could deliver a more satisfying user experience. However, whether they can redefine Amazon's tablet image in a competitive landscape remains to be seen." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"] and [openai_gpt model="gpt-4o-mini" prompt="Summarize the content and extract only the fact described in the text bellow. The summary shall NOT include a title, introduction and conclusion. Text: Amazon has unveiled a significant update to its tablet lineup with the introduction of the new Alexa Tablet series, marking a departure from its previous Fire tablet branding. The new devices, available in sizes ranging from 8.7 to 12 inches, are positioned as mid-range offerings with premium features, catering to a broader audience. Pricing for these tablets starts at 0 and goes up to 0, reflecting a notable shift in Amazon's strategy as they embrace full Android functionality. Enhanced Features and Functionality These new Alexa Tablets come pre-installed with the Google Play Store, eliminating the need for users to sideload applications that were previously unavailable through Amazon’s Appstore. This integration allows for a more seamless experience, particularly for those who rely on popular apps not found in Amazon's ecosystem. However, despite this enhancement, the tablets remain firmly rooted in Amazon's ecosystem, showcasing the Alexa voice assistant prominently alongside Amazon's suite of apps such as Kindle, Prime Video, and Amazon Music. While the previous generation Fire HD 8 was priced around 0, the new Alexa Tablet 8 starts at 0, indicating a strategic pivot towards a more premium market segment. Amazon's VP of devices, Panos Panay, has indicated that these new models are intended to replace the older Fire tablets, which are gradually being phased out. Although some older models may still be available, many have been out of stock for an extended period, suggesting a clear shift in Amazon's product focus. Hardware Upgrades The new Alexa Tablets boast impressive hardware upgrades. The Alexa Tablet 8 and Tablet 11 feature a MediaTek MT8189 8-core processor, a marked improvement from the previous generation's MT8179A chip. Additionally, the new models support up to 8GB of RAM, enhancing performance for multitasking and demanding applications. For those seeking even more power, the Alexa Tablet 12 Pro offers a larger, high-resolution display and is equipped with the MediaTek Dimensity 8400 chip, which includes eight Cortex-A725 cores. This model also supports up to 16GB of RAM and optional accessories such as a stylus and keyboard, positioning it as a potential competitor to traditional laptops and iPads. Market Positioning and Pricing Concerns Despite the advancements, there remains skepticism about the market reception of these new tablets, particularly given their higher price points. Amazon's Fire tablets have long been recognized for their affordability, and the new models, while offering enhanced features, may struggle to attract budget-conscious consumers. The price increases align with broader trends in the tech industry, where many devices have seen rising costs due to various economic factors. While the entry-level model still features a lower resolution display and limited connectivity options, the overall improvements in processing power, display quality, and software integration suggest that these tablets could deliver a more satisfying user experience. However, whether they can redefine Amazon's tablet image in a competitive landscape remains to be seen." max_tokens="3500" temperature="0.3" top_p="1.0" best_of="1" presence_penalty="0.1" frequency_penalty="frequency_penalty"], reflecting a shift towards mid-range offerings with premium features and full Android functionality. The new devices come pre-installed with the Google Play Store, allowing access to a wider range of applications while still integrating Amazon's ecosystem, including the Alexa voice assistant and apps like Kindle and Prime Video. The Alexa Tablet 8 and Tablet 11 feature a MediaTek MT8189 8-core processor and support up to 8GB of RAM, while the Alexa Tablet 12 Pro offers a MediaTek Dimensity 8400 chip, up to 16GB of RAM, and optional accessories. Despite these enhancements, there are concerns about the higher price points potentially deterring budget-conscious consumers, as Amazon's Fire tablets were known for their affordability.
Dynamic Nvidia DLSS upscaling in Gears of War: E-Day is ace, and I wish more PC games took this approach
AppWizard
October 8, 2026

Dynamic Nvidia DLSS upscaling in Gears of War: E-Day is ace, and I wish more PC games took this approach

Nvidia DLSS upscaling is favored by the author, but the release of Gears of War: E-Day has changed their perspective on its use. The game features a dynamic upscaling option that works with a customizable frame rate target, enhancing image quality and performance management. Dynamic resolution scaling is common in console games but less so on PC, where options often lack customization for specific performance metrics. Gears of War: E-Day allows players to switch between upscalers like Nvidia DLSS 4.5, AMD FSR 4.1, and Intel XeSS 2, with the author typically using DLSS in Performance mode on a 4K setup. Testing on a system with a Ryzen 7 9800X3D and GeForce RTX 5090, the game averages 77fps at maximum settings, being 97.8% GPU bound. Transitioning to dynamic DLSS with a target of 60fps results in an average of 64fps and an average resolution scale of 61%, with an 11% increase in pixel count but an 18.4% decrease in performance. VRAM usage increases by nearly 3GB. The author prefers prioritizing sharpness and visual enhancements over smoothness, ensuring consistent 60fps gameplay and allowing users with less powerful graphics cards to enable frame generation without latency concerns. The author hopes more games will adopt similar configurability in the future.
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