models Archives

AppWizard

May 4, 2026

Google finally explains why AICore uses so much storage

Google's AICore app enhances on-device AI capabilities for Android users, offering features like text summarization and proofreading. The app's significant storage usage is by design, as it temporarily retains both old and new versions of AI models during updates for reliability, which can lead to storage consumption of up to 11GB. This approach aims to prevent disruptions in functionality during updates. Once the new update is stable, the extra storage will be released automatically. Users are concerned about storage limitations, particularly on devices with 128GB base storage, and are advocating for a standardization of 256GB base storage for AI-enabled Android phones.

AppWizard

May 4, 2026

Google finally explains why the AICore app is eating up your storage

AICore can temporarily use large storage (up to 11GB) during updates on Android devices. Google retains both old and new AI models for up to three days as a fail-safe during these updates. The storage used is automatically freed once the new AI model is confirmed stable.

AppWizard

May 4, 2026

Xteink S4 is running Android and will support sideloaded apps

The Xteink S4 e-reader has launched in China and will be released internationally soon. It operates on Google Android, allowing users to sideload e-reading apps like Kindle and KOBO. The retail price is projected to be budget-friendly. Key specifications include a 4.3-inch display, Android 11, 2GB RAM, 32GB storage, adjustable front light, USB-C charging, Wi-Fi and Bluetooth connectivity, and a 1400mAh battery, all in a lightweight design of 95g. The Xteink S4 is designed to address issues from previous models, particularly the S3 and X4, which faced problems with jailbreaking that led to screen damage and warranty returns. The new Android framework allows for user customization, aiming to enhance the reading experience and reduce technical issues.

TrendTechie

May 3, 2026

Обзор корпуса Fractal Design Torrent Compact

Fractal Design has launched the Torrent series of cases, including the Torrent Compact, designed for maximum efficiency and airflow. The Torrent Compact supports various motherboard sizes (E-ATX, ATX, mATX, Mini-ITX) and features a top-mounted power supply, seven expansion slots, and multiple fan and radiator mounting options. It includes two 180 mm Dynamic X2 fans, capable of moving 153 CFM of air, and has a net weight of 7.7 kg with dimensions of 450 x 222 x 467 mm. The case offers three 2.5" drive bays and one 3.5" drive bay, along with front panel ports including USB 3.1 Gen 2 Type-C and USB 3.0. The design emphasizes unobstructed airflow and includes a removable dust filter. The case is equipped with a PWM-controlled hub for up to nine fans and features a dedicated mounting hole for custom cooling loops. The assembly process is standard, though the top-mounted power supply and limited cable management space may pose challenges. The case's performance was tested with high-end components, demonstrating effective cooling capabilities, although the fans can produce noticeable noise at maximum speeds.

Tech Optimizer

May 3, 2026

PostgreSQL 18 Enables AI-Ready Data Systems

PostgreSQL 18 addresses the challenges of data quality and integration in artificial intelligence, emphasizing the importance of the relationship between AI embeddings and relational data. It features pgvector, a tool that helps maintain this relationship and reduces reliance on fragile code. The accompanying resources include working schemas, implementation scripts, and a demo showcasing the system's capabilities with evidence rows and explanations from a large language model. The approach combines semantic candidate retrieval with SQL filtering and business rule enforcement, enhancing the reliability of AI outputs and ensuring data accuracy.

AppWizard

May 2, 2026

Loving MMOs in 2026 is an exercise in frustration, grief, and moving on

This week’s edition of Terminally Online reflects on the current state of Massively Multiplayer Online games (MMOs), highlighting a mix of nostalgia and concern. The genre includes popular titles like The Elder Scrolls Online, Final Fantasy 14, and Guild Wars 2, but recent cancellations of new MMOs have caused unease among players, with 2025 referred to as an “MMO massacre.” Projects such as New World and Project Blackbird have been canceled, emphasizing the fragility of the genre. Players often find themselves relying on established games as excitement for new releases wanes. Investing time in MMOs can yield rewards but also leads to frustration due to the evolving nature of these games, which can dishearten long-time players. World of Warcraft exemplifies this with its fluctuating quality and controversial expansions. Titles like Final Fantasy 14 have been praised for their narratives but criticized for gameplay stagnation. The history of MMOs shows that even successful games like City of Heroes and Star Wars: Galaxies eventually fade, leaving communities in a state of uncertainty. Factors contributing to this stagnation include shareholder pressure for consistent growth, which can hinder creativity and lead to a focus on short-term profits. Despite these challenges, there is hope for the future of MMOs, as the industry is cyclical. Upcoming projects, such as Riot’s new MMO, may inspire renewed interest and community engagement. The desire for a vibrant MMO landscape and the friendships formed within these games remain strong among players.

AppWizard

May 2, 2026

LEGO Minecraft June 2026 wave adds Skeleton and Ender Dragon models

LEGO will launch its Summer 2026 sets on June 1, 2026, including: - LEGO 21596 Evoker Village Attack (607 pieces) featuring a variety of minifigures. - LEGO 21595 The Ender Dragon (710 pieces) with interactive features and poseable elements. - LEGO 21594 The Skeleton (502 pieces) that includes a removable helmet. - LEGO 21592 Chicken Jockey Desert Attack (428 pieces) featuring a baby husk riding on a chicken. Pricing and product links will be available on LEGO.com.

AppWizard

May 2, 2026

LEGO Minecraft Summer 2026 Sets Revealed

LEGO will launch a new lineup of summer 2026 LEGO Minecraft sets on June 1, featuring the following sets: - Chicken Jockey (21582) – 344 pieces - Chicken Jockey Desert Attack (21592) – 428 pieces - First Night Adventure (21593) – 301 pieces - The Skeleton (21594) – 502 pieces - The Ender Dragon (21595) – 710 pieces - Evoker Village Attack (21596) – 607 pieces - Ghast Station (21597) – 754 pieces Some sets will allow players to unlock in-game items that correspond with the physical builds.

AppWizard

May 1, 2026

GTA 6 Next-Gen Rival Coming From Rockstar’s Own Backyard

Grand Theft Auto VI is set to release on 19 November, with marketing efforts and a potential third trailer expected soon. The game will be exclusive to PlayStation 5 and Xbox Series X/S, and its price is anticipated to be around or more than . A mod called NaturalVision Enhanced has significantly upgraded the visuals of GTA V on PC, making it resemble GTA VI, and is available for free download, requiring a PC copy of GTA V. The mod includes enhancements to various shaders and weather effects, revitalizing the game’s aesthetic.

Tech Optimizer

April 30, 2026

Inside the Architecture of an MCP Server for PostgreSQL

The Model Context Protocol (MCP) serves as a standard interface between large language models (LLMs) and external systems like PostgreSQL, emphasizing the importance of control over mere connectivity. An MCP server must act as a mediation and policy layer, enforcing security boundaries and ensuring that connections default to read-only. It should validate AI-generated SQL as untrusted input, encapsulate queries within transactions, and apply execution-time controls. The server must separate query generation from execution approval to manage operational costs and enforce guardrails on query types, such as limiting the number of rows returned. Token efficiency is crucial, with design considerations for compact data representation and schema introspection. In production, connection management is vital to prevent data leakage among multiple AI agents, and observability through logging executed queries and metadata is necessary for debugging and compliance. Long-running sessions require support for paginated responses to manage context effectively. Overall, the MCP server must integrate security, query safety, token efficiency, and observability into its design from the outset.