processing Archives

Winsage

September 5, 2026

Nvidia & Microsoft push local AI agents on Windows

NVIDIA has enhanced the capability to run AI agents locally on its hardware in collaboration with Microsoft and software partners, coinciding with the launch of new RTX Spark Windows PCs. The installation process for local agent software has been simplified, with improved inference speeds and the introduction of NVIDIA PAIR, which distributes inference tasks across multiple PCs on a local network. Three applications benefiting from these enhancements are Hermes Agent, OpenClaw, and Perplexity Portable Computer, all designed to minimize manual configuration. Hermes Agent offers a one-click local setup for RTX and DGX systems, automatically detecting the GPU and optimizing model selection. OpenClaw simplifies local model setups for RTX GPUs with at least 24GB of VRAM, backed by an open-source community. Perplexity Portable Computer, already available on Linux, is extending support to NVIDIA RTX GPUs and Windows. NVIDIA is also improving performance in the open-source inference stack, achieving throughput increases of up to 1.9 times on GeForce RTX 5090 and up to 1.4 times on DGX Spark clusters. The PAIR software identifies compatible PCs on the same network to optimize computing resources, supporting various hardware configurations. The upcoming RTX Spark Windows PCs, set to launch in October, will include compact desktop and laptop designs featuring Blackwell GPU and Grace CPU architecture. Game publishers like Electronic Arts and Ubisoft are developing titles for these systems. Additionally, CyberLink's PhotoDirector AI PC Mode will integrate local AI processing for creative tasks, emphasizing the trend of migrating generative AI workloads from cloud to local devices. NVIDIA notes that over half of U.S. households have two or more PCs, indicating potential for maximizing computing power.

Winsage

September 5, 2026

Firefox has added official support for GeForce NOW on Windows

Mozilla and NVIDIA have integrated GeForce NOW support for Firefox on Windows, allowing users to stream games without separate applications or local installations. This feature provides access to over 2,000 titles from platforms like Steam and the Epic Games Store. NVIDIA is not compensating Mozilla for this integration, and Mozilla addressed challenges such as the keyboard lock issue. Hardware acceleration enhances the streaming experience, although it is not required. Users can choose to play via the native app or stream in Firefox. Currently, official support is limited to Windows, with plans for expansion. GeForce NOW Ultimate members can access up to 1440p resolution and 120 FPS. There are known issues with capture and fullscreen mouse functionality, and a bug affecting video colors on macOS is being addressed.

Tech Optimizer

September 4, 2026

Object Storage + WAL: Lakebase Postgres for the agentic era

Agents interacting with traditional OLTP databases face bottlenecks at the storage layer due to data movement required for operations like deploying instances and managing replicas. Object storage solutions, such as Amazon S3, provide a more efficient and cost-effective alternative. The text discusses two OLTP models: data-centric and transaction-centric. The transaction-centric model emphasizes the importance of transaction history, which Postgres retains through its write-ahead log (WAL). The WAL records every modification before it is committed, allowing for the reconstruction of the database state as of a specific point in time. Lakebase Postgres introduces a two-layer architecture separating compute and storage. The compute layer handles SQL operations, while the storage layer ensures data durability and historical integrity. The WAL is streamed to safekeepers for replication, and the pageserver transforms WAL into materialized pages stored in object storage. This architecture allows for efficient read and write operations without direct interaction with object storage during queries. Key features of Lakebase Postgres include branching, which allows agents to create pointers to specific LSNs without copying data; instant restore capabilities that enable point-in-time recovery; time travel queries for accessing historical data; and read replicas that do not require data duplication. The system also supports scaling down idle compute nodes and eliminates the need for separate copies of data for transactional and analytical processing by storing a single durable copy in object storage. Overall, Lakebase Postgres enhances agent interactions with the database by leveraging object storage as a foundational element.

AppWizard

September 4, 2026

Digital Wellbeing could soon give you a weekly reality check

Google is developing a feature called Weekly wrap for its Digital Wellbeing app, which will provide users with a summary of their phone usage over the week. In the beta version 1.47.964183037.beta, code strings indicate that Weekly wrap will generate insights based on phone activity, presenting notifications that summarize usage in a contextual manner. The feature will highlight significant changes in usage trends, utilizing Gemini Nano to process data on users' devices while ensuring privacy. It will convey changes in a user-friendly format, avoiding overwhelming statistics and using descriptive language. Users will have the option to manage notifications related to the Weekly wrap feature.

AppWizard

September 2, 2026

After playing a bit of Lego Skylines, it seems like a city builder for people who care less about traffic jams and more about decorating

Lego unveiled a new city builder game titled Lego Skylines at Gamescom. The early gameplay preview lasted about 35 minutes, allowing players to construct a small neighborhood with a maximum population of around 50 residents. The game features whimsical animations for building and demolishing structures, vibrant visuals, and customization options for enhancing resident happiness through decorations. Players can complete quests to engage with the community and unlock new building types. Resource management involves constructing farms and factories to create supply chains, with a playful aesthetic evident in the design of buildings like a bread factory resembling a giant toaster. The game allows for a larger city scale of around 2,400 residents across several islands but focuses on a relaxed gameplay experience without catastrophic events.

Winsage

August 30, 2026

Windows 11 is accused of using AI to slow your PC, but it’s not what you think

Windows 11's privacy settings have caused confusion among users regarding the Text and image generation feature, leading to misconceptions that AI processes are actively running and draining system resources. Screenshots showing "zero" requests in the Recent activity section indicate that these features are not consuming RAM. The privacy page is intended to inform users about which applications can use on-device generative AI models, but it does not imply that these applications are currently using AI. The processing occurs on a specialized chip, ensuring that it does not burden the CPU, GPU, or standard RAM. Users can disable the feature by navigating to Settings > Privacy & security > Text and image generation. The terminology used in the operating system has contributed to misunderstandings, and the setting was enabled by default, which has led to skepticism among users due to Microsoft's history of implementing features without clear communication.

Winsage

August 29, 2026

Site provides instructions to get up to $175 back for your pre-installed Windows 11 license — new portal provides legal forms, but warns buyers not to wipe storage first

A significant portion of new PCs is sold with Windows 11 pre-installed, causing frustration among Linux enthusiasts. The Refund4Freedom initiative, launched by the Italian Linux Society and the Free Software Foundation Europe, aims to provide consumers with the option to purchase laptops without being tied to a specific operating system and to avoid paying for unwanted software. The initiative has three main demands: 1. Freedom of Choice: Consumers should not be forced to use or pay for pre-installed software. 2. Transparent Pricing: Consumers should be able to purchase hardware without pre-installed software and see price differences. 3. Clear Refund Processes: Manufacturers must provide clear guidelines for requesting refunds for pre-installed software. The Refund4Freedom website details various brands' reimbursement practices, noting that Acer and Lenovo have established refund processes for Windows, while Asus has a less visible route primarily in Italy. Dell and HP currently do not offer reimbursement options. For those wishing to reject Windows, Refund4Freedom advises documenting contract clauses, contacting customer service, and using a pre-made form for refunds, which is tailored for Italy. The typical reimbursement amount for a Windows license is around €50, though it varies by region and manufacturer.

Winsage

August 29, 2026

Walmart’s bestselling $799 Windows 11 laptop is now 50% off

Walmart is offering the Sgin 15.6-Inch Windows 11 Laptop at a 50% discount, reducing the price from 9 to 9. The laptop features a 15.6-inch full HD display (1920 x 1080), an AMD Ryzen 5 3500U Quad Core Processor, 16GB of DDR4 RAM, and a 512GB solid-state drive (SSD). It runs on Windows 11, which includes security features like Microsoft Defender and facial recognition through Windows Hello. The laptop has a battery life of up to six hours and is noted for its multitasking capabilities, quiet cooling fan, and lightweight design. However, it lacks expandable storage options and may still be considered pricey by some consumers.

Tech Optimizer

August 29, 2026

Overcoming the Barriers of Commercial DBs with Open Source and AI… EDB Hosts ‘PostgreSQL AI Summit’

A company's approach to artificial intelligence (AI) begins with determining the optimal structure for data storage and management, often facing challenges such as high costs of commercial databases and reliance on specific enterprise technologies. To effectively utilize AI, companies need to establish new infrastructures, including vector search capabilities, Search Augmentation Generative (RAG) systems, and data lakehouses. EDB is notable for connecting companies and technology partners that have transitioned to open-source databases. On September 3, EDB will host the 'EDB Postgres AI Summit Seoul 2026' at the Sofitel Ambassador Seoul, starting at 10:00 AM. This event is the largest PostgreSQL conference in Korea, themed 'Change the Game,' focusing on the shift from commercial databases to open-source and AI-driven frameworks, featuring real-world case studies. Approximately 300 C-level executives and IT decision-makers from various sectors are expected to attend, with participation by invitation only. The summit will include 15 sessions with customer case studies and technical presentations. Notable discussions will include IBK Industrial Bank of Korea's migration of 15 core systems to PostgreSQL, a semiconductor company's diversification of MPP databases on a DBaaS platform, and Kyobo Book Centre's database modernization strategy. Shopcast will present its development of an 'Agentic Lakehouse' integrating AI technology with a data lakehouse framework. The keynote address will be given by Kim Deok-joong, discussing organizational management strategies for integrating AI agents. The technical sessions will cover the architecture of the 'EDB Postgres AI' platform, which supports AI vector search and RAG, with live demonstrations of the analytics engine ClickHouse and LakeHouse technology for analyzing petabyte-scale data. EDB's domestic distributors and international partners will participate as sponsors. The summit aims to showcase technologies and case studies from the domestic ecosystem, addressing PostgreSQL adoption, system migration, operations, data analysis, and AI implementation. EDB manages transaction, analytics, and AI workloads using Postgres in cloud environments, serving over 1,500 global customers. Herve Timsit, EDB's Chief Revenue Officer, emphasized the event's focus on sharing tangible results and addressing the challenges of commercial databases while investing in AI infrastructure.

AppWizard

August 28, 2026

Content Creators Will Love This FOSS Android App

Image Toolbox is an Android app developed by Malik Mukhametzyanov, designed to assist content creators by consolidating essential functions such as resizing, format conversion, watermarking, and platform-specific exports into a single interface. It features batch processing capabilities, 61 built-in export presets for platforms like Instagram, X, and YouTube, and background removal options using various AI models. The app is free, ad-free, and released under the Apache License 2.0. Users can customize the app's color scheme, and it includes a "Usage Statistics" page that tracks app usage while ensuring user privacy. Image Toolbox is available on F-Droid and the Play Store, with both versions being identical except for the inclusion of Google-related trackers in the Play Store version. There is no paid plan, and donations are welcomed. APK files can also be downloaded from the project's GitHub repository.