data Archives

Winsage

April 20, 2026

Windows OS and Microsoft Office app bundle now $104 (Reg. $449)

The Microsoft Office 2024 Home & Business bundle, along with Windows 11 Pro, is available for .99, reduced from the regular price of .99. This bundle includes essential applications like Word, Excel, PowerPoint, and Outlook, and features Windows 11 Pro with advanced tools and an AI-driven assistant. The offer represents a discount of over 75% off the manufacturer's suggested retail price.

BetaBeacon

April 20, 2026

Testing PC games using FEX on a high-end Android tablet can yield playable results — but the early tech is still not ready for prime time

FEX or FEX-Emu translates raw x86 instructions into ARM64 instructions, allowing Arm-based chips to run many full-fat games from the Steam Library. However, complex graphical pipelines in modern titles like Cyberpunk 2077 and Clair Obscur can cause issues with rendering geometry correctly due to community-developed graphics drivers like Turnip. Qualcomm's mobile chips were not originally designed to support desktop-level Vulkan instructions, so widespread support for mainstream games may be limited. The FEX project is ongoing, but more maturation of applications and community-made drivers is needed before FEX can be considered a feature in mainstream products.

Tech Optimizer

April 20, 2026

Databricks Postgres Gets Customer Key Control

Databricks has introduced customer-managed keys (CMK) for its Lakehouse Postgres offering, allowing users to control their data encryption and utilize their own Key Management Service (KMS) from major cloud providers like AWS KMS, Azure Key Vault, or Google Cloud KMS. The Lakehouse Postgres architecture features a hierarchical envelope encryption model with three tiers: the customer-managed root key (CMK), a Key Encryption Key (KEK) used by Databricks' Key Manager Service, and unique Data Encryption Keys (DEKs) for each data segment. If a CMK is revoked, access to the data is denied, and active compute instances are terminated, serving as a failsafe for high-compliance workloads. The implementation allows for granular control over key management and supports seamless key rotation without data re-encryption or downtime. All cryptographic operations are logged within the customer's cloud audit services, available to Databricks Enterprise tier customers.

Winsage

April 20, 2026

Original Task Manager creator explains why it lies to you about CPU usage — former Microsoft engineer shows unique solution to a seemingly simple, but actually complicated, task

Dave Plummer, a former Microsoft engineer and architect of the original Task Manager, explained the complexities of measuring CPU usage. He noted that the process is not as simple as it seems, as CPU activity can vary across different cores and the timing of measurements can influence results. The Task Manager accounts for various states of CPU activity, including user mode, kernel mode, interrupt time, deferred procedure calls, and idle loops, making the measurement of CPU utilization a complex task rather than a straightforward one.

Winsage

April 20, 2026

“The vault is solid, the delivery truck is not” — strong key storage, shaky transfer: why this Windows Recall feature raises new security questions

Windows Recall, an AI-driven tool by Microsoft designed to capture and analyze users' screen content, was initially unveiled in 2024 but faced a delayed rollout due to significant security concerns. It launched in April 2025 with enhanced security features, including isolation within a "VBS Enclave" to protect against third-party access and filtering out sensitive information. However, security researcher Alexander Hagenah identified a flaw where data is transmitted to a less secure process, d AIXHost.exe, allowing tools like TotalRecall Reloaded to access sensitive data without administrative privileges. Despite reporting this vulnerability, Microsoft deemed it "not a vulnerability" and has not planned significant fixes. In response to user backlash, Microsoft is reassessing its AI initiatives, including Windows Recall, while privacy-focused organizations have introduced features to block the tool. Experts are calling for improved security protocols and user opt-out options.

AppWizard

April 20, 2026

Dreaming in Cubes

Minecraft features infinite replayability due to its sophisticated world generation mechanics, which use noise functions to create expansive worlds divided into chunks of 16×16×384. An alternative approach called ChunkGAN has been developed for similar world generation challenges. A video by Lewis Stuart from January 2026 discusses the difficulties of 3D generative modeling, particularly the lack of quality 3D datasets and the complexities introduced by the third dimension. The video emphasizes issues related to diffusion models that require labeled data and the challenges posed by scale, such as a repository of 512×512. The training data for this research was generated by the author using Minecraft Java Edition, with chunks extracted through a custom script, ensuring no third-party datasets were used.

Winsage

April 20, 2026

Windows 11 to get a major reliability update in May with faster clipboard, stable taskbar, storage and more

Microsoft has released new Insider builds for Windows 11 across various channels, focusing on enhancing reliability and performance. Key components receiving updates include: 1. File Explorer: Improved speed and reliability, retaining customized folder views. 2. Settings App: Enhanced navigation and consistency, particularly in the Installed Apps page and Privacy & Security section. 3. Drop Tray: Optimized for better usability during multitasking. 4. Clipboard History: Performance enhancements to reduce access delays. 5. Storage Settings: Improved performance for large storage volumes, enabling instant loading of the Disks & Volumes page. 6. Windows Hello: Enhanced fingerprint and face recognition reliability, maintaining biometric data across upgrades. 7. Input and Voice Dictation: Improved keyboard navigation and persistent voice typing settings. 8. Startup Applications: Refined performance and memory management for faster boot times. 9. Display, Audio, and Font Rendering: Better stability and compatibility for color profiles, audio drivers, and font legibility. 10. Security Enhancements: Improved trust model for third-party drivers and command-line scripts. These updates are expected to be available to regular users in the upcoming April optional update and the mandatory May security update.

Tech Optimizer

April 19, 2026

Avast Antivirus: Between Free Tier Strength and Privacy Risks, Things Are Getting Interesting

Avast Antivirus offers free protection against malware, phishing, and unsafe websites, featuring real-time scanning, ransomware protection, and a behavior-based detection system. The free edition includes protective shields for files, emails, and web browsing, while Avast Premium Security provides advanced ransomware defense and a secure browser. Avast One bundles additional features like a VPN and parental controls. Gen Digital acquired Avast in 2022, positioning it as a key part of its consumer cybersecurity strategy, with a freemium model that attracts users and encourages upgrades to premium plans. Avast has a user base of 435 million, with millions transitioning to paid subscriptions annually. The global antivirus market is experiencing double-digit growth, driven by increasing cyber threats. Avast competes with major players like Norton, Bitdefender, and Kaspersky, while facing challenges from free alternatives like Windows Defender. The company previously faced privacy issues related to the sale of anonymized browsing data but has since implemented transparency measures and compliance with EU regulations. Avast is exploring AI-driven detection methods and post-quantum defenses to enhance its offerings.

Winsage

April 19, 2026

Microsoft Is Quietly Opening the Windows 11 Taskbar To Third-Party AI Agents That Can Act On Your Desktop

Microsoft has rolled out Windows 11 Builds 26100.8313 and 26200.8313 to the Release Preview Channel, emphasizing its focus on integrating artificial intelligence into the operating system. The company plans to introduce AI "Agents" in the taskbar, including the Microsoft 365 Researcher, which will enhance user workflows by tracking progress and providing notifications. These AI Agents will be able to act across multiple applications, summarize content, extract data, automate tasks, and manage productivity workloads autonomously. The taskbar will also support third-party AI Agents, allowing developers to create their own. The Microsoft 365 Researcher is part of the Microsoft 365 Copilot suite, which requires a subscription for access. Users who opt out of Copilot will miss out on the benefits of these AI applications.

Winsage

April 19, 2026

14 defaults I think are worth changing: Windows 11 feels modern, but many out‑of‑box settings push services, tracking, and clutter.

Windows 11 has default settings that prioritize background services, cloud integration, and recommendations, which can lead to user frustration. Key issues include: - Diagnostic data collection is enabled by default, requiring users to opt out rather than opt in, with no complete opt-out option available. - Post-setup prompts can disrupt workflow, and users can disable them in Settings > System > Notifications. - The default Taskbar includes features like Widgets and Copilot, which can clutter the interface; users can unpin unwanted icons. - Users are encouraged to sign in with a Microsoft account during setup, but can create a local account instead. - Preinstalled applications may clutter the Start menu, and users can uninstall them through Settings > Apps. - Automatic updates can disrupt user activity, and users can schedule restarts in Settings > Windows Update. - Device encryption is enabled by default, with recovery keys saved to a Microsoft account; users should back up the key offline. - The "Find my device" feature requires ongoing location tracking, which can be disabled in Settings > Privacy & security. - File extensions are hidden by default, which can hinder usability; users can enable them in File Explorer settings. - The redesigned context menu hides advanced options, accessible via Shift + Right-click. - Promotional content is integrated throughout the OS, and while it cannot be fully disabled, users can limit suggestions in settings. - Microsoft Edge can consume system resources upon startup due to background processes, which can be disabled in Edge settings.