Mingfeng has launched the T5 Max-388 compact desktop PC, equipped with the AMD Ryzen AI Max+ 388 processor, featuring onboard 48GB LPDDR5-6400 memory, a phase change TIM + 6 fan cooling system, providing 2 M.2 2280 (PCIe Gen4 x4) interfaces and 1TB storage, priced at $1,559 / HK$11,999 upon delivery.
Samsung is preparing to test the Galaxy AI Premium subscription service, priced at $4.99 per month (approximately 33.3 RMB), offering more AI feature usage quotas and some new features. Free features will still be retained but with usage limits, while paid features include AI video generation, cross-app task automation, and daily briefings. Samsung has not announced the official launch date or whether it will be fully commercialized.
Qianwen Office 2.0 is released, introducing the first collaborative feature supporting multiple people and Agents, allowing real-time association with DingTalk group chats, documents, AI tables, and AI audio notes. It supports task management and assignment; the 'Auto Task' feature is launched, with the first batch supporting trigger scenarios such as messages for specified people, messages @yourself in specified groups, and approval tasks. The 'Human-Machine Co-Creation' capability enables seamless integration of dialogue, content preview, and product editing, supporting multiple people and multiple Agents creating online simultaneously.
MarkTechPostFeatured71710sec Labs has open-sourced AI Security Harness 0, released under MIT or Apache-2.0 licenses, as a research preview version, which can be driven from a local browser console, headless CLI, or MCP server, used for vulnerability investigation, code review, penetration testing, reverse engineering, and fix generation.
Why it matters: The original text provides the architecture of this security harness, its self-reported benchmarks, and a comparison with similar tools, allowing judgment on its position in the vulnerability discovery process.
The new workspace and user registration features of Google's online IDE Firebase Studio have been disabled since June 2025. They will be officially closed and all remaining data will be deleted on March 22, 2027. Users need to switch to alternative solutions such as Google Antigravity or Google AI Studio.
Qwen Office 2.0 is released, introducing the industry's first 'collaboration' feature supporting multi-user and Agent collaboration, along with launching capabilities such as 'human-machine co-creation', 'data space', 'automatic tasks', and 'tri-end connectivity', allowing Agents to move from serving individuals to serving teams and organizations.
Fang Fei, President of Product Line at Honor Terminal Co., Ltd., announced that the Honor 700 series will be fully equipped with AI Dynamic Backscreen, calling it 'a major design overhaul'. The backscreen can switch content freely and display personalized themes. AI reenacts electronic pets to respond to user interactions, supporting heart rate, blood oxygen detection, and flight reminders. The entire device uses floating glass craftsmanship, with a body thickness of only 7.96mm, and is equipped with the largest capacity battery in the same class.
Sakana AI is developing its first mobile application 'Sakana AI App' and is currently recruiting beta test users. The company was jointly founded by former Google and Stability AI executives and the author of the Transformer architecture paper. Using the 'evolutionary model merging' technology, it has achieved a valuation exceeding 1 billion US dollars in less than a year.
Cao Cao Mobility, in collaboration with Ant Group, has rolled out AI Health Posts at driver homes in Hangzhou, Xiamen, and Chongqing in batches. The Hangzhou and Xiamen stations opened on November 4 and 6, respectively, with the Chongqing station scheduled to launch on November 12. The posts offer free health services such as blood pressure and blood sugar measurements, and will be gradually expanded to more operational centers in the future.
Codex releases00GitHub Copilot rust-v0.169.0-alpha.4 has been released, including the latest feature improvements and fixes.
NVIDIA Newsroom3232NVIDIA has released an optimized deployment solution for South Korea's leading open-source models, Dynamo, supporting SK Telecom A.X K2, LG AI Research K-EXAONE 2.0, Upstage Solar Open 2, and Motif Technologies Motif-3, achieving up to 2x performance improvement through optimized multi-GPU coordination and communication, accelerating model production deployment.
NVIDIA Newsroom3838South Korean companies are adopting NVIDIA NemoClaw and OpenShell to accelerate intelligent agent development. Hyundai Motor is exploring NVIDIA NemoClaw blueprints and OpenShell runtime, while AIM Intelligence integrates the Starfort platform with OpenShell to support safe intelligent agents.
BenchUp is a free and open-source 3D modeling application for woodworking and furniture design, available on Windows, macOS, Linux, or desktop browsers. Users can accurately measure and plan shelves, tables, cabinets, or workbenches, support drawing lines, rectangles, circles, and freehand outlines, create shapes through Push/Pull tools, and add dimensions and grouping. The project is developed based on Rust and WebGPU, using the MIT license, and is free to use without an account.
Honor announced four color options for the 700 series, with back screen support for heart rate and blood oxygen detection. The series features the only dual 8-core chip in its class, offering stronger performance, a larger battery, and flagship-level photography.
Apple plans to launch an autonomous and agent-based Siri as early as next year, aiming to shift from responding to commands to proactively managing tasks and representing users to complete transactions. According to Bloomberg reporter Mark Gurman, the new CEO John Tuennies has urged the software engineering chief to accelerate the development of the AI business, dissatisfied with only completing the necessary feature upgrades for Siri.
Tencent Workbuddy apologizes for not promptly announcing the adjustment of the DeepSeek-V4.1 Flash promotional event. It has decided to settle the credit consumption from November 5, 14:00 to November 8, 23:59 using this model at a 50% discount of the original price and fully refund it.
Tencent Yuanqi officially stopped its services today, stopping the creation of new intelligent agents and the distribution of API Keys. Starting from January 9, 2027, it will no longer accept data export applications, and users need to complete their data backup before this date. The official will delete all user data except for legal logs, and it is recommended to migrate to Tencent Cloud Intelligent Agent Development Platform (ADP) or WeChat Official Account Intelligent Reply.
MarkTechPost6262Google AI open-sources the Elephant-Goldfish Model (EGM) Plugin, enabling AI coding agents to write specifications before writing code. The plugin includes 7 skills, 9 reviewer roles, and 6 brainstorming lenses, enforcing independent specification reviews through 5 zero-context review stages.
ASUS ZenBook 16 Air Snapdragon AI ultra-thin laptop 24GB+1TB version priced at 12499 yuan launched, equipped with Snapdragon X2 Elite Extreme processor (3nm process)
ApeX Gaming's WS2600C full-tower server workstation case is launched, priced at 1199 yuan, supporting up to 15 HDD expansions, compatible with 420mm radiator.
The Douyin App has integrated Apple's Smart function, allowing users to quickly retrieve information by taking photos of products with their iPhone camera. After taking a photo, users can search for related products on Douyin to view details, historical prices, AI interpretation, and user reviews.
A long-time Claude Code user decided to migrate to Pi due to persistent minor frustrations. Claude Code lacked stability and quality control during rapid feature iterations, such as issues with the AGENTS.md file, VSCode integration limitations, and frequent changes in system prompts, ultimately leading the user to switch to Pi. Pi offers stability, minimalist design, and high customization, with the user already implementing multi-tab text selection functionality in 20 minutes by writing an extension.
Hitch Open platform breaks AI robot ping pong dueling world record to 142 hits, jointly created by a team from Shanghai Jiao Tong University and the platform; the platform is aimed at real physical environments, dedicated to solving the challenges of AI perception, decision-making, and action in complex physical worlds, promoting the development of autonomous driving, embodied intelligence, and robotics technology.
Shinwasei Kogyo Qiyuan Robot has a monthly active rate of over 98%, with an average of over 100 interactions per user per day, and an average online time of 3 hours per day. Qiyuan and T1 have completed their first OTA upgrades. Q1 has added 6 major official characters and English speaking practice, and T1 has added terrain recognition and remote control functions.
OpenAI Agents SDK releases2222OpenAI Agents SDK v0.24.0-alpha.7 released, supports classic workflows and native execution, adds voice and managed tools, introduces persistent session storage and context control. The new version defaults to strict mode execution, requiring updates to existing environments; bundled model default inference strength is increased to medium.
Xianfeng lists the 'Mijia AI Smart Graphene Oil radiator' on Youpin, connecting to the Mijia App, equipped with a 2500W rated power and 17 patented heat wave plates, increasing the whole house heating speed by 19%, priced at 499 yuan. The product supports temperature adjustment from 15-35°C, 24-hour timer on/off, and includes an enlarged drying rack and a separate humidifying box.
Sony globally launched the 'dual-path visual information fusion in-vehicle passenger dizziness detection' technology at the CIIE, which predicts passenger dizziness levels by analyzing the front road view and rear seat screen content. The evaluation results can be used to remind drivers to reduce hard braking or turning, or to recommend visually less changing content for content platforms. This solution reuses the ADAS front view camera and does not require a new rear seat camera.
Backglow app launched, allows users to customize the new MacBook Pro lid glow logo, the free version supports manual dimming and 'Breathe' breathing mode, the Pro version (limited time 9 dollars) provides 'Music' rhythm with music and 'Agents' flashing synchronization with Claude Code tasks mode.
Adobe launches Adobe for Startups program, selected startups can use Firefly Pro Plus, Acrobat Studio (including Adobe Express Premium), and Semrush software for free, with a duration of up to 12 months.
The Verge · AI6565The NYT Cooking AI Assistant provides practical substitution suggestions and cooking guidance by analyzing user reviews, helping users adjust recipes based on available ingredients. The assistant was launched for the iOS version, where users can input questions in a small text box on the recipe page, such as 'What can I substitute for this ingredient?' or 'Adjust the recipe for seven people, making it vegetarian and gluten-free,' AI will generate a new version of the recipe and highlight the changes. Users can switch back to the original recipe at any time; the assistant does not modify the original recipe but creates a new version.
The knowledge constructiond daemon in macOS 26.6.2 analyzes contact, calendar, photo, message, email, location, screen time, and other data on the device to build a knowledge graph containing 181 entity classes and 278 predicates, used to infer user and their family relationships. The graph is stored as an SQLite database in the ~/Library/IntelligencePlatform directory protected by TCC full-disk access.
GitHub releases a new Git storage architecture Rubicon, internal testing supports a single code repository to accommodate 5000 intelligent agents for concurrent collaboration, processing 7200 pushes per second, and has now launched a small-scale targeted internal test, planning to gradually expand the scope of opening in early next year.
