latency Archives

Winsage

August 30, 2026

Your GPU’s scheduling toggle was pointless in 2020, and a growing list of Windows features now need it

For over a decade, Windows managed graphics card operations through a single CPU thread. In May 2020, Microsoft introduced Hardware-Accelerated GPU Scheduling (HAGS), allowing users to transfer scheduling tasks to the GPU. HAGS shifts scheduling from the CPU to a dedicated processor on the GPU, reducing CPU overhead. The introduction of WDDM 3.0 with Windows 11 21H2 requires HAGS for the basic hardware flip queue, which reduces power consumption. The advanced hardware flip queue, which addresses presentation latency, also requires HAGS. With Windows 11 24H2 and WDDM 3.2, native GPU fences were introduced, allowing the GPU to manage dependencies without CPU intervention. Nvidia's frame generation features require HAGS, while Intel's Arc B-series cards do not. The state of HAGS is determined by GPU drivers, and applications like OBS have shown caution towards HAGS due to historical issues.

Winsage

August 28, 2026

Windows picks the wrong CPU cores for your games, and your processor has been telling it which ones to use

Modern processors, such as those from AMD, feature distinct cores with varying capabilities, allowing them to communicate their performance potential to the operating system via the Advanced Configuration and Power Interface (ACPI). This enables efficient resource allocation, particularly important for gaming, where a game may rely heavily on one or two threads. While Windows generally manages CPU resources effectively, issues can arise if the firmware fails to accurately convey core capabilities, leading to performance problems. Regular BIOS updates are crucial to ensure the CPU's preferred-core hierarchy is correctly communicated. Manual core assignment is usually unnecessary and can be counterproductive, as Windows' built-in scheduling is typically sufficient for most users.

Winsage

August 28, 2026

Windows 26H2 Is Nearly Here: 7 Features Worth Knowing About

Microsoft has released Windows version 26H2 on the Release Preview Channel, with a public launch expected later this year. Key features include: 1. Taskbar Customisation: Users can reposition the taskbar and adjust its size. 2. Local-only Search: A feature that allows searching only local files without web results. 3. Ask Copilot Integration: An optional AI feature for accessing settings and launching applications from the taskbar. 4. Start Menu Redesign: Customization options for hiding user information and a streamlined layout. 5. Low Latency Profile: Improved performance for quicker app launches and responsiveness. 6. Pause Windows Updates for Longer: Users can pause updates for up to 35 days, with smarter update bundling. 7. Modern Run: A redesigned run window with a larger input field and dark mode option.

AppWizard

August 27, 2026

Intelligent transcription with Gemini 3.5 Transcribe

Gemini 3.5 Transcribe is a new speech-to-text model designed for intelligent voice interactions, overcoming challenges faced by traditional speech recognition systems, such as background noise and complex jargon. It transforms raw audio into accurate, formatted text and is available to users of the Gemini app and Android devices. Developers can access its capabilities through the Gemini API in Google AI Studio and the Gemini Enterprise Agent Platform. The model supports two APIs: real-time streaming for interactive applications with sub-second latency and pre-recorded audio processing that includes speaker attribution and word-level timestamps. It enhances transcription accuracy by managing self-corrections, eliminating filler words, and auto-formatting text. The model has a Word Error Rate of 4.0% for streaming and 2.6% for non-streaming scenarios, effectively capturing alphanumeric entities. It adapts to custom vocabulary, supports over 85 languages, and can identify multiple speakers in pre-recorded audio.

AppWizard

August 26, 2026

RetroArch vs Lemuroid vs .emu: 127 Cores, $4.99 Each [2026]

As of August 2026, the main options for Android emulators include RetroArch, Lemuroid, and the .emu family of apps. RetroArch offers extensive system coverage and features, including netplay and rewind capabilities, but can be confusing for new users due to its multiple versions. Lemuroid is recognized for its simplicity and quick setup, making it ideal for beginners. The .emu family provides dedicated emulators for individual consoles, ensuring optimized performance but requiring a purchase for each app. RetroArch and Lemuroid are free, while the .emu apps cost around .99 CAD each. All three emulator options are legal, provided users supply their own BIOS files and ROMs. Devices with Snapdragon 660-class chips or newer are recommended for optimal performance across these emulators.

AppWizard

August 26, 2026

GBA Emulator Android: My Boy! vs John GBAC vs RetroArch

Game Boy Advance emulation on Android has gained significant traction in 2026, with key applications like My Boy! priced at .99, John GBAC receiving an update on May 19, 2026, and RetroArch enhancing its mGBA core for free use. The search term "gba emulator android" sees around 8,100 monthly searches in the U.S., reflecting a resurgence in interest, particularly among former GBA owners now in their late 20s and 30s who prefer using their smartphones for gaming. All five apps—My Boy!, GBA.emu, John GBAC, RetroArch, and Lemuroid—can run the entire GBA library at full speed on devices from the last six years. The main differences lie in software quality, including save state management, cheat code reliability, controller mapping, and update frequency. My Boy! and GBA.emu utilize cores derived from VisualBoyAdvance (VBA), while John GBAC uses a custom core, and RetroArch and Lemuroid rely on the mGBA core. In terms of features, all apps support save states, but My Boy! offers multiple named slots with thumbnail previews, while RetroArch has a more complex system. Cheat code support is available across the board, with My Boy! and GBA.emu accepting GameShark and CodeBreaker formats, and RetroArch providing a built-in cheat database. My Boy! stands out for its link-cable emulation, allowing local multiplayer connections, whereas RetroArch's netplay is designed for online gaming. All apps support external controllers, but RetroArch excels in visual enhancements with its extensive shader options. The setup process for all five apps is similar and typically takes under ten minutes. GBA ROMs are small, ranging from 4MB to 32MB, making them easy to store on modern devices without significant battery drain. Common issues include save files not loading, audio problems, and cheat codes failing to apply, with solutions often involving file management and settings adjustments. Users can migrate save files between emulators by ensuring the correct file naming and directory structure. Pros and cons of each app include: - My Boy!: Ad-free, strong multiplayer support, but lower rating and closed-source. - GBA.emu: High rating and broad support, but outdated and lacks a free trial. - John GBAC: Free and recently updated, but lower rating and ad-supported. - RetroArch: Free and feature-rich, but complex setup. - Lemuroid: User-friendly and actively maintained, but limited shader options. All five apps are legally available on Google Play, as they do not distribute copyrighted ROM files. Users are advised to source their ROMs legally, ideally by dumping from their own physical cartridges. GBA emulation remains an accessible entry point into retro gaming on Android, especially compared to more demanding systems like the PS2 or GameCube.

Tech Optimizer

August 25, 2026

Migrate Vaultwarden to PostgreSQL: Scale for Teams [2026]

Self-hosting Vaultwarden with SQLite can lead to performance issues as the user base grows, particularly due to SQLite's limitations with concurrent writes. Transitioning to PostgreSQL allows for better performance, multi-user support, and enhanced data durability. PostgreSQL supports concurrent connections and row-level locking, making it more suitable for team environments. To migrate from SQLite to PostgreSQL, certain prerequisites must be met, including having an existing Vaultwarden deployment, Docker Engine, a PostgreSQL server, and pgloader installed. The migration process involves backing up existing data, deploying a PostgreSQL container, updating configuration files, and using pgloader to transfer data. A VPS with 2 vCPU and 4GB RAM can support up to 50 users, with larger teams requiring more resources. PostgreSQL also allows for the creation of organizations for shared vault access and the configuration of group policies for security. Regular backups and performance tuning are necessary to maintain optimal operation. Common pitfalls during migration include not stopping the Vaultwarden container before migration, failing to encode special characters in the database password, and neglecting to back up data. Troubleshooting may involve checking connection strings and ensuring the PostgreSQL container is healthy. Advanced configurations can enhance performance and functionality, and understanding the differences between Vaultwarden and Bitwarden's official self-hosted server can aid in decision-making.

Winsage

August 24, 2026

Windows 11 will soon let you control unified memory, just in time for NVIDIA RTX Spark

A new feature in the Windows Insider program for Windows 11 allows users to designate specific amounts of unified memory for graphics and AI applications, discovered in build 29648 by user @XenoPanther. Unified memory enables sharing between the CPU, GPU, and other processors, with support for up to 128GB of unified RAM from NVIDIA and integrated features from AMD. This feature aims to reserve additional unified memory for demanding applications, enhancing performance by ensuring consistent access to high-speed memory and reducing latency issues. It is still in development and not officially announced by Microsoft, but users can enable it using ViveTool, with a recommendation to wait for further testing before widespread use.

Winsage

August 24, 2026

AI vendors are turning to custom hardware as Microsoft winds back the clock on Windows

This week, insights into datacenter technology reveal a shift in GPU dominance, with companies exploring alternatives. Cerebras, founded by Andrew Feldman, has developed chips the size of dinner plates that contain 44 gigabytes of ultra-fast SRAM, circumventing high-bandwidth memory supply constraints. In 2024, Cerebras launched an inference server that processes tokens faster than any GPU configuration, utilizing structured sparsity and partnering with AWS and AMD. The latest Cerebras chips, CS-4 systems, feature a modular architecture that doubles performance and bandwidth. Google is also moving towards custom silicon with its Tensor Processing Units (TPUs), while Marvell competes with Broadcom in providing IP for custom chips. Waymo announced a custom machine learning accelerator for its autonomous vehicles to enhance compute density and address limitations of previous FPGA use. On the software side, Microsoft is reintroducing the ability to move the taskbar in Windows 11, responding to user feedback after nearly five years. This change reflects Microsoft's focus on user experience amid competition from alternatives like macOS and Linux.

Tech Optimizer

August 19, 2026

Electric Joins Databricks to Bring WASM Postgres to AI Agent Sandboxes, Expanding Databricks Postgres from the Lakehouse to the Edge

Databricks has integrated the Electric team to enhance its capabilities by incorporating WASM Postgres into AI agent sandboxes. Electric has developed PGlite, which provides each agent with a lightweight Postgres instance for low-latency access to local context, facilitating real-time data processing. Their real-time sync engine maintains synchronization of agents' distributed states with a central Lakebase, allowing effective collaboration among agents. Both Electric and Lakebase utilize Postgres, with Lakebase offering it at a production scale and PGlite introducing WASM Postgres into the agent's environment. This integration allows for collaborative applications, execution of Postgres within the agent sandbox, and ensures synchronization among agents while centralizing control in Lakebase Postgres.