谷歌于凌晨三点悄然上线Gemini 3 Pro大模型，未举行发布会。该模型在LMArena以1501分Elo登顶，人类最后考试（HLE）获45.8%、MMMU-Pro达81%、Video-MMMU达87.6%，性能超越GPT-5.1。其100万token上下文窗口支持长内容处理，深度思考能力在ARC-AGI-2测试中创45.1%新高，并推出Google Antigravity智能体平台。用户可通过Gemini应用或Google AI Studio体验。
Gemini 3深夜突袭！力压GPT-5.1，谷歌的AI王座终于坐稳了 Read More "
马斯克旗下xAI公司低调发布Grok 4.1，在LMArena排行榜以1483分登顶，并在EQ-Bench3情感智能测试包揽前两名。新模型在创造力、情感互动和协作交互方面实现质的飞跃，用户偏好选择率达64.78%，幻觉率显著降低，已通过、X平台及移动应用全面开放。
Grok 4.1低调发布！通用能力全面碾压，情感智能登顶第一 Read More "
谷歌Gemini 3虽未正式发布，已通过APP超前点映及第三方平台提前亮相，展示SVG绘制和游戏开发等强大能力。巴菲特体验后重仓Alphabet 43亿美元（约305亿人民币），使其成为伯克希尔·哈撒韦第十大持股。Alphabet股价年内飙升46%，谷歌从AI追赶者加速转向领跑者，AI技术革命获资本强力认可。
Gemini 3提前亮相！巴菲特305亿重仓背后的AI革命 Read More "
OpenAI于11月12日悄然发布GPT-5.1，此次更新摒弃传统性能数据宣传，聚焦用户情感需求。核心升级包括GPT-5.1 Instant（更温暖健谈，支持自适应推理）和GPT-5.1 Thinking（优化思考时间分配），提供八种聊天风格预设（新增Professional、Candid、Quirky），允许微调热情度、简洁度等特征。安全评估新增心理健康与情感依赖维度，部分指标略有回退。付费用户可逐步使用，3个月内支持回退至旧模型，强调AI从工具向懂用户伙伴的转变。
GPT-5.1悄然上线，OpenAI终于听懂了用户的心声 Read More "
TrendRadar is an open-source hotspot aggregation tool that supports multiple channels such as enterprise WeChat and Flybook by automatically crawling real-time content from 11 mainstream platforms such as Zhihu, Weibo, and Jieyin, and accurately pushing information according to users' preset keywords. Its core features include three intelligent push modes, keyword filtering and hotspot trend analysis, and the latest 3.0 version adds AI intelligent analysis capability. The tool is easy to deploy and can be completed in 30 seconds, aiming to help users efficiently access customized information and alleviate the problem of information overload.
Google Finance has launched an AI-powered Beta version, integrating the Gemini model and transforming from a quote website to an intelligent investment research assistant. Its core function "AI in-depth search" can integrate multi-party information to generate analysis reports, and supplemented by real-time earnings tracking and forecasting market data, aiming to popularize professional-level research tools to ordinary investors.
A static black-and-white noisy image will show a dynamic heart pattern when viewed through a cell phone or zoomed in on a page, which cannot be recognized by AI models such as Gemini 2.5 Pro, GPT-5, and Beanbag. The study shows that AI can only analyze discrete static frames due to "time blindness" and cannot perceive dynamic information between frames. Humans rely on Gestalt psychology's "Law of Common Fate" and the visual system's predictive coding ability to instantly capture motion trajectories, and SpookyBench tests show that human recognition accuracy exceeds 981 TP3T, while the AI model's accuracy is 01 TP3T, revealing the fundamental limitations of AI's integration of spatial and temporal information.
Humans Can See, AI Can't: The Essential Difference That Hidden Heart Reveals Read More "
LangShift.dev is a programming language conversion learning platform designed for developers to solve the new language migration pain points through a comparative learning approach. It supports seven language conversion paths (including JavaScript → Python, JavaScript → Rust, etc.), each containing 13-15 modules, providing real-time code comparison, interactive environments and live projects. The platform is completely free, no registration or configuration environment is required, and users can learn core concepts and apply them to industrial scenarios directly in the browser.
From one language to another, the programmer's 'language migration' tool is here! Read More "
The Rolling Forcing method, jointly developed by Polytechnic University and Tencent ARC Lab, solves the problem that it is difficult to balance the quality, consistency and real-time of AI long video generation. The method uses rolling window joint noise reduction, Attention Sink mechanism and efficient training algorithms to achieve 16 fps minute-level high-quality video stream generation on a single GPU, effectively suppressing error accumulation and screen its support for interactive dynamic guided content creation, and the related code and model have been open-sourced.
Dark Side of the Moon releases open source thinking Agent model Kimi K2 Thinking with 1 trillion parameters. Its core breakthrough lies in the fact that it can continuously perform 200-300 tool calls without human intervention to complete complex multi-step tasks. The model adopts INT4 quantization technology to improve generation speed, and reduces computational redundancy by streamlining the architecture, with a training cost of $4.6 million. It outperforms GPT-5 in several benchmarks, including Intelligent Body Capability (τ²-Bench Telecom up to 93%), Integrated Reasoning (HLE up to 44.9%), and Programming Practice (SWE-Bench Verified up to 71.3%). The model is completely open source and commercially free under a modified MIT license.
Kimi K2 Thinking Suddenly Released! 1 Trillion Parameters Open Source Beast Beyond GPT-5 Read More "
BettaFish (Micro Opinion) is an open source AI opinion analysis project developed by a 20-year-old college student, originated from a course assignment, gained 4000+ Stars and reached the first place of GitHub Hotlist within 24 hours. The system uses multi-intelligence collaboration, including Query Agent, Media Agent, etc., to automatically analyze domestic and international social media data to generate in-depth reports. Core strengths include full domain monitoring, multimodal capability and forum-style debate mechanism. Future plans are to expand the prediction function.
Gemini is an AI assistant launched by Google, can efficiently generate clear logic, illustrated PPT. users only need to enter the instructions and provide information, Gemini can be completed within a few minutes of about 20 pages of professional presentations, support for automatic refinement of the main points, intelligent layout, data visualization and graphics, significantly improve work efficiency, help users to say goodbye to the cumbersome process of PPT production.
Gemini = God of PPT productivity? Pro-tested 20 page report in seconds! Read More "
Smart Excalidraw is an AI tool for generating professional diagrams based on natural language, supporting flowcharts, architecture diagrams and more than 20 types. Users can quickly generate editable diagrams by simply typing a description, integrating Excalidraw functionality and supporting local deployment and privacy protection. The tool significantly improves the efficiency of technical document production, applicable to program design, meeting minutes and other scenarios, the average generation time is only 3-10 seconds.
Drawing in one sentence! This artifact makes technical documentation instantly superior! Read More "
The StepFun team has open-sourced NextStep-1, a 14B-parameter pure autoregressive image generation model. The model generates images directly in continuous visual space, without relying on diffusion models or discretization, consisting of a 14B-parameter Transformer backbone and a 157M-parameter stream matching head. It supports high-fidelity text-generated images and accurate image editing (e.g., object addition and deletion, background modification), and performs well in benchmark tests such as GenEval (0.73) and GenAI-Bench, approaching the top diffusion model. However, there are challenges such as unstable generation and decoding delay, marking a new stage of autoregressive image generation.
Nanobrowser is an open source AI browser automation framework that has recently exploded on GitHub, and has received 17,000+ stars in the first week of its launch. Its core adopts a dual-intelligence body collaboration model: Planner disassembles natural language commands into operational steps, and Navigator performs, reads, and other operations in real web pages. The project supports local operation and multi-model access, and can realize webpage automation tasks such as thesis capture, price comparison, and public opinion monitoring, etc. Typical cases show that it completes thesis data capture in 2 minutes and a half, and the cost is only $0.1.
Browser automation open-source project that lets AI actually "work online" Read More "
Web3 has moved from concept to reality, with a global market size of $21.35 billion in 2025, and the scale of China's related industry exceeding $20 billion. Its core lies in user sovereignty, and power redistribution is realized through blockchain, smart contract, NFT and DID. The five major application scenarios include DeFi (TVL over $120 billion), NFT utility (e.g. Starbucks equity), DAO (over 5,000 active organizations), GameFi (over 3,100 games) and decentralized identity. The market is shifting from speculative to value-driven, with future opportunities focusing on the creator economy, digital identities and RWA asset tokenization, with the goal of rebuilding digital trust and equity.
An article to read about Web3 technologies and applications Read More "
Web3 has moved from concept to reality, with a global market size of $21.35 billion in 2025, and the scale of China's related industry exceeding $20 billion. Its core lies in user sovereignty, and power redistribution is realized through blockchain, smart contract, NFT and DID. The five major application scenarios include DeFi (TVL over $120 billion), NFT utility (e.g. Starbucks equity), DAO (over 5,000 active organizations), GameFi (over 3,100 games) and decentralized identity. The market is shifting from speculative to value-driven, with future opportunities focusing on the creator economy, digital identities and RWA asset tokenization, with the goal of rebuilding digital trust and equity.
An article to read about Web3 technologies and applications Read More "
LTX-2 is the world's first audio-video synchronized 4K video generation model released by Lightricks, generating 20-second, 50fps HD video with text/image input support. It enables character mouthing and voice synchronization, can run and be deployed locally in ComfyUI, and will be open-sourced in late November 5 years. As a professional-grade authoring tool, LTX-2 makes "turning text into a cinematic short film" a reality.
LTX-2 is the world's first audio-video synchronized 4K video generation model released by Lightricks, generating 20-second, 50fps HD video with text/image input support. It enables character mouthing and voice synchronization, can run and be deployed locally in ComfyUI, and will be open-sourced in late November 5 years. As a professional-grade authoring tool, LTX-2 makes "turning text into a cinematic short film" a reality.
Blockchain, Bitcoin, Web3 in 2025 has made it clear that the price of "digital gold" exceeded 110,000 U.S. dollars, with an all-time high of 111,013 U.S. dollars; blockchain has become a "new infrastructure" and is used in government affairs, finance and other fields, and the RWA market size has reached 202.5 billion U.S. dollars; Web3 market size has reached 21.35 billion U.S. dollars, and is expected to reach 5.1 trillion U.S. dollars in 2030. The market size of Web3 reaches $21.35 billion, turning to real applications, and is expected to reach $5.1 trillion in 2030. China supports blockchain but focuses on Web3 "coinless" path.
Blockchain, Bitcoin, Web3 in 2025 has made it clear that the price of "digital gold" exceeded 110,000 U.S. dollars, with an all-time high of 111,013 U.S. dollars; blockchain has become a "new infrastructure" and is used in government affairs, finance and other fields, and the RWA market size has reached 202.5 billion U.S. dollars; Web3 market size has reached 21.35 billion U.S. dollars, and is expected to reach 5.1 trillion U.S. dollars in 2030. The market size of Web3 reaches $21.35 billion, turning to real applications, and is expected to reach $5.1 trillion in 2030. China supports blockchain but focuses on Web3 "coinless" path.
Cursor 2.0 is officially released with the launch of Composer, a self-developed large model that generates code at a speed of up to 250 tokens/second, two times faster than GPT-5 and Claude Sonnet 4.5. The model is specially trained for real development scenarios and can autonomously complete the whole process of coding, testing and bug fixing, and is currently only integrated into the Cursor editor for internal use.
Cursor 2.0 is officially released with the launch of Composer, a self-developed large model that generates code at a speed of up to 250 tokens/second, two times faster than GPT-5 and Claude Sonnet 4.5. The model is specially trained for real development scenarios and can autonomously complete the whole process of coding, testing and bug fixing, and is currently only integrated into the Cursor editor for internal use.
FlowithOS is the world's first native operating system designed for AI intelligences, capable of performing complex tasks rather than being limited to chatting. Based on the Chromium browser, the system supports cross-platform multitasking in parallel with unlimited contextual memory and Skills library, and can automate real-world tasks such as Taobao shopping, microblogging and data collection. Currently in early beta, it supports Windows and macOS, and requires an invitation code to experience.
FlowithOS is the world's first native operating system designed for AI intelligences, capable of performing complex tasks rather than being limited to chatting. Based on the Chromium browser, the system supports cross-platform multitasking in parallel with unlimited contextual memory and Skills library, and can automate real-world tasks such as Taobao shopping, microblogging and data collection. Currently in early beta, it supports Windows and macOS, and requires an invitation code to experience.
MiniMax released a new generation of open source big model M2, with the performance among the top 5 in the world, and the price is only 8% of Claude 4.5. The model has a total parameter of 230B, an activation parameter of only 10B, and an inference speed of more than 100 tokens/second. It has excellent performance in programming, Agent workflow and multimodal tasks, breaking the "impossible triangle" of high performance, low price and high speed in the field of AI.
In the AlphaArena AI Coin Speculation Live Arena, six top AI models each traded independently in the cryptocurrency market with $10,000 in real money. As of Oct. 23, Qwen3 Max (Alibaba) is in first place with +44.38% gain and $14,438 account balance, DeepSeek Chat V3.1 is in second place with +20.92% gain and $12,092 balance, and Chinese AIs round out the top two. Other North American models such as Gemini 2.5 Pro lost more than 60%. the Chinese model's strengths are in quantitative thinking, risk control and not over-trading, demonstrating the potential of AI in real market decision making.
DeepAnalyze is an open source agent-based large language model jointly developed by a team from Renmin University of China and Tsinghua University, the first end-to-end solution for autonomous data science. Its core capabilities include automatically completing the whole process of data preparation, analysis, modeling, visualization and report generation, supporting multi-format data sources such as CSV, Excel, etc. without human intervention.DeepAnalyze-8B (8B parameters) outperforms commercial models such as GPT-4o-mini in benchmarks, and with the model weights, code, and training data fully open-sourced, DeepAnalyze can be deployed as a proprietary data science assistant.
DeepAnalyze is an open source agent-based large language model jointly developed by a team from Renmin University of China and Tsinghua University, the first end-to-end solution for autonomous data science. Its core capabilities include automatically completing the whole process of data preparation, analysis, modeling, visualization and report generation, supporting multi-format data sources such as CSV, Excel, etc. without human intervention.DeepAnalyze-8B (8B parameters) outperforms commercial models such as GPT-4o-mini in benchmarks, and with the model weights, code, and training data fully open-sourced, DeepAnalyze can be deployed as a proprietary data science assistant.
Racer launched AI programming product matrix KAT-Coder, covering self-developed models, tools and platforms, supporting more than 20 programming languages and multiple types of development tasks. Its open source version, KAT-Dev-72B-Exp, surpassed GPT and Claude in the SWE-bench list with 74.6%. The model is capable of code generation, debugging, optimization, etc., is compatible with mainstream development tools, and has shown strong potential for application in the fields of webpage generation, e-commerce websites, 3D special effects, etc., which signifies the official entry of KAT into the AI programming track.
KAT-Coder: A New Breakthrough in Racer AI Programming Read More "
DeepSeek-OCR is based on visual language model and "Contextual Optical Compression" technology, which realizes efficient long text processing by converting images into visual tokens. It maintains an accuracy of 97% at 10x compression ratio and 60% at 20x compression ratio. In the test, it surpasses GOT-OCR2.0 with 100 visual tokens and MinerU2.0 with less than 800 tokens, and is able to rebuild the structure of complex documents.
DeepSeek-OCR: Opening a New Era of Visual Compression Read More "
Manus, as a representative of the AI Agent boom in 2025, relies on large models, tool chains and memory technology to realize task execution, but due to the lack of deep cultivation of professional scenarios and closed-loop delivery, it exposes the bubble of "universal Agent". The root of the problem lies in the lack of engineering accumulation and capital-driven short-sightedness, which leads to the stacking of functions but limited intelligence. The industry is turning to vertical fields, such as medical Agent OpenEvidence, which emphasizes deterministic process and data-driven, revealing that the future belongs to the path of "dumb intelligence" that is focused, evaluable, and solid on the ground.
Manus and the AI Agent Bubble: From Ideal to Disillusionment Read More "
OpenAI releases ChatGPT Atlas, the first AI-native browser, which deeply integrates ChatGPT's intelligent capabilities. Its core features include: real-time AI-assisted web content summarization and interaction, intelligent writing optimization, natural language control of browser operations, personalized memory recommendations, intelligent body mode to automate shopping and booking tasks, and real-time text processing for cursor chat. The browser improves browsing efficiency, automates tasks and reshapes the human-computer interaction experience through AI technology.
ChatGPT Atlas: a revolution in AI browsers Read More "
Google's Veo3.1 competes with OpenAI's Sora2 in the field of AI video generation; Veo3.1 has the advantage of precise control and high-quality synchronization of audio and video, which is suitable for the creation of professional long videos, while Sora2 has the advantage of smooth and natural dynamic effects and entertainment, which is more suitable for creative short videos. Both have their own advantages, and the choice depends on the specific application scenarios.
Veo 3.1 vs Sora2: Who is the real king of video generation? Read More "
In recent years, we've been amazed by the advances in artificial intelligence technology, especially in the realm of generative AI. Google's latest AI model, Gemini 3.0
Google Gemini 3.0: groundbreaking web-based OS generation Read More "
Musk unveiled xAI's latest AI model, Grok 4, on July 10th, trained with 200,000 H100/A100 GPUs and breaking 50% accuracy in HLE tests. The model excels in several benchmark tests and is particularly well suited for complex reasoning tasks. The commercialized version of SuperGrok is priced at $30 to $300/month and is aimed at high-end professional users.Grok 4 will be integrated into eco-products such as Tesla & Optimus Robotics.
Grok 4: Musk's "Smartest" AI Model Built on 200,000 GPUs Read More "
Excel table processing is often vexing due to complex operations, emerging AI tool Shortcut simplifies the process through natural language interaction. It completes complex tasks in 10 minutes in simulated Excel tournaments with an accuracy rate of 80% or more, supporting a wide range of applications from data processing to financial modeling. Natural language input to replace the function syntax, the convenience is significant, but there are still limitations on extremely complex data processing and formatting. Currently in internal testing, Google email users can experience 3 times for free.
AI-powered tables revolution: Shortcut redefines how Excel works Read More "
Excel table processing is often vexing due to complex operations, emerging AI tool Shortcut simplifies the process through natural language interaction. It completes complex tasks in 10 minutes in simulated Excel tournaments with an accuracy rate of 80% or more, supporting a wide range of applications from data processing to financial modeling. Natural language input to replace the function syntax, the convenience is significant, but there are still limitations on extremely complex data processing and formatting. Currently in internal testing, Google email users can experience 3 times for free.
AI-powered tables revolution: Shortcut redefines how Excel works Read More "
A New Era of Poster Design In today's booming digital creative industry, poster design, as an important carrier of visual communication, is facing unprecedented challenges. Traditional sea
PosterCraft: a revolutionary breakthrough in AI-enabled poster design Read More "
OmniAvatar is an audio-driven digital human system jointly developed by Zhejiang University and Alibaba Group, capable of generating natural and smooth full-body motion video based on static photos, audio and text prompts. Compared with the traditional "talking avatar" technology, the system achieves breakthroughs in body movement coordination, high-precision audio and video synchronization, and text control. After testing, it is the only model that can synchronize facial and full-body animation, and is ahead in image quality, video smoothness and mouth synchronization. The project has been open-sourced and the paper is published in arXiv.
AliCloud recently released its latest multimodal AI model, Qwen-VLo, whose image generation and editing capabilities have been highly rated by users, even surpassing GPT-4o. The model has the advantages of enhanced detail capture, single-command image editing, multi-language support, and flexible resolution adaptation, and excels in image recognition, object replacement, and progressive generation. It is now available for free via the Qwen Chat platform.
Qwen-VLo: A major release in AliCloud's multimodal AI space Read More "
OmniGen2 is a multimodal generative model based on the Qwen-VL-2.5 architecture with 7 billion parameters, of which 3 billion are used for text processing and 4 billion for image diffusion generation. Its core capabilities include intelligent text-to-image, context-aware editing and multimodal understanding. The added self-reflection mechanism can autonomously optimize the output quality. With ComfyUI's node-based integration, users can operate it intuitively and lower the threshold of use. Professional-grade image generation and editing effects have been demonstrated in multiple scenarios.
OmniGen2: A breakthrough in next-generation multimodal AI Read More "
GPT-5 will integrate several AI tools such as Codex and Operator to realize the integration of programming, research, operation and memory functions. It is fully multimodal and can handle voice, image, code and video inputs, and can intelligently switch between inference and dialog modes. According to tests, its programming efficiency can be increased by 3 times, positioning it as a key breakthrough in the third phase of AGI development. It is expected to be released within this year, triggering industry concerns and security discussions.
GPT-5 is here! A full analysis of OpenAI's next-generation super models Read More "
The article reviews six mainstream AI Agent products, Manus, Buckle Space, Lovart, Flowith Neo, Skywork, and Super Magee, and analyzes their market competitiveness in terms of execution capability, trustworthiness, and frequency of use.Lovart, Skywork, and Super Magee excel in their respective verticals, with a total score of 18, while the Generalizers face entry and integration challenges. The article points out that the coexistence of specialization and generalization, deliverability, trust mechanism and entrance integration will become important directions for Agent development.
Cue the core principles of engineering Effective communication strategies are critical when collaborating with AI code assistants. Imagine that you're mentoring a person who is technically competent but has a strong interest in your project's back
Hints for Programmers Engineering Practical Manual Read More "
MCP (Model Context Protocol) is a protocol that allows large models to interact with external tools and services. Cursor IDE supports AI assistants to invoke tools to perform searches, browse the web, and code operations through the MCP Servers feature. MCP servers can be added through the Settings interface and configured at both the global and project levels.MCP is written in multiple languages and allows the AI to run tools automatically or manually and return results, including images. Recommended resources include Awesome-MCP-ZH, AIbase, and several MCP client tools. Commonly used MCP services such as Sequential Thinking, Brave Search, Magic MCP, etc. enhance AI's ability to think, search, front-end development efficiency, and other features, respectively.
Cursor MCP Servers Configuration Guide and Cursor Practical MCP Recommendations Read More "
In May 2025, Google launched Veo 3, the first to achieve AI audio and video synchronization generation, so that AI video characters can "speak". The model breakthroughs include 4K picture, physical consistency and sound synchronization, etc., using V2A technology to encode video vision into semantic signals, generating matching audio tracks, which are applied to talk shows, live games, concerts and other scenes. Although there are deficiencies in complex action generation, the commercialization prospects are significant, pricing tiering, impact on traditional advertising and film production industry.
Veo 3 in-depth analysis: a landmark breakthrough in Google's AI video generation Read More "
Google's three newly released Gemma specialization models - MedGemma, SignGemma, and DolphinGemma - represent an important shift in AI models from generality to deep vertical domain adaptation.MedGemma focuses on medical scenarios, providing multimodal image and high-precision text reasoning capabilities; SignGemma supports multi-language sign language translation to help the hearing-impaired community communicate; and DolphinGemma explores synthesizing dolphin speech to promote cross-species communication research. These models provide a new path for the industrialization of AI while improving professional performance and taking into account computational efficiency and ease of deployment.
The release of Claude 4 takes AI dialog technology to the next level. Effective use of its capabilities requires precise, structured and context-driven cue word engineering skills. Providing clear instructions, sufficient contextual information, and high-quality examples can significantly improve cognitive performance and output quality. At the same time, combining advanced techniques such as format control, thought leadership, and parallel processing can further optimize the efficiency and professionalism of AI interactions.
Lovart is an AI intelligent agent customized for design with image generation, video production, 3D modeling, etc. It supports intelligent task decomposition and editable layers to enhance design efficiency and flexibility. The article analyzes its core advantages and technical architecture, and provides strategies for optimizing cue words and real cases to demonstrate its application value in brand design, IP character creation and other aspects.
Anthropic launches the Claude 4 series, spanning Opus 4 and Sonnet 4 versions, focused on programming and advanced reasoning tasks. at the developer conference, CEO Dario Amodei announced that the series outperforms the competition across the board, leading the way in performance across multiple benchmarks, as well as launching Claude Code and new API features that will drive a paradigm shift in the way AI and development are done. model change.
Claude 4: Redefining AI Programming Assistants Comes of Age Read More "
This article introduces how to communicate with AI assistants more efficiently through practical cue word techniques, including methods of disassembling complex problems, multi-sensory learning, memory reinforcement, and testing comprehension, and provides specific examples and language templates. The tips involve step-by-step instructions, simplified explanations, storytelling presentations, and knowledge quizzes, which are applicable to different learning scenarios, and the combination of flexible application can significantly improve the learning effect and the quality of conversations.
The Art of AI Prompts: Letting Artificial Intelligence Understand Your "Human Words" Read More "
Manus goes live with image generation, new users get 1,000 bonus points and 300 daily refills. The platform adopts a deep thinking process and supports multi-tool collaboration and task interaction adjustment. Test cases show that it can accomplish complex image generation, brand design, web deployment and other tasks. The consumption of points is high, the free amount of basic functions is limited, and the paid subscription is divided into three levels. Manus' strengths lie in the understanding of intentions and the execution of the whole process, but there are problems such as slow speed, fluctuating quality and high cost, and there is still room for improvement in the future.
Manus' new features fully revealed: AI graph generation capability officially on line Read More "
OpenAI's Codex is a cloud-based programming intelligence for software engineers that improves development efficiency. available May 2025 for Pro, Enterprise, and Team users only, with GitHub affiliation and MFA certification. codex offers both Ask and Code modes, and supports parallel processing and PR creation for tasks. Codex provides both Ask and Code modes, supporting parallel processing of tasks and PR creation. It can significantly improve work efficiency in code review, bug fixing, automated testing and other scenarios through reasonable prompt design and project configuration optimization.
Codex Advanced User Guide: Making AI Your Programming Partner Read More "
OpenAI launches Codex programming intelligence in May 2025, integrated with ChatGPT and based on the codex-1 model, which performs tasks such as writing code, fixing bugs, running tests, and more, in the cloud. codex supports GitHub integrations, provides verifiable evidence of execution, and scored 72.1% in SWE-Bench testing. it is currently available to Pro, Enterprise, and Team users. Codex is currently available to Pro, Enterprise, and Team users, and in the future will further enhance interactivity and development tool integration to help improve software development efficiency.
Google DeepMind has launched AlphaEvolve, an AI coding intelligence capable of writing and optimizing code and making scientific discoveries on its own. The system, which incorporates large language models, evolutionary algorithms and automatic evaluators, has already made several breakthroughs in the field of mathematics, such as improving matrix multiplication algorithms and solving geometric puzzles. Meanwhile, it has achieved significant efficiency gains in Google data center optimization, chip design and AI training, marking a new milestone in the transformation of AI from a tool to an algorithmic innovation partner.
Google DeepMind AlphaEvolve: The Rise of a Revolutionary AI-Coded Intelligence Body Read More "
The Gemini 2.0 model, introduced by Google DeepMind, significantly improves PDF document processing capabilities. Compared to traditional solutions in terms of accuracy, cost and scalability deficiencies, Gemini 2.0 significantly optimizes the PDF parsing process through structured data extraction, semantic chunking and efficient batch processing, and provides a variety of model options to balance performance and cost.
Gemini 2.0 PDF Explained: Code Examples and Best Practices Read More "
Mem0's OpenMemory MCP is a locally-run "memory backpack" solution designed to solve the problem of contextual information loss between different AI tools. The system allows AI applications such as Claude and Cursor to share memories through a standardized protocol, with all data stored locally on the device to ensure privacy and security. Core features include structured memory organization, user permission control, and cross-platform compatibility, supporting seamless workflows in a variety of scenarios from project collaboration to content creation. The project is currently open-sourced on GitHub, with future plans to add features such as memory expiration and cloud backup.OpenMemory MCP significantly improves the efficiency and experience of collaborating with multiple AI tools by maintaining contextual continuity.
OpenMemory MCP: Breaking the Memory Barrier Between AI Tools Read More "
LangGraph is a revolutionary AI framework for processing complex tasks through graph structures that support multi-step reasoning, dynamic decision-making, and multi-intelligence collaboration. Its core includes node, edge and state management, suitable for building intelligent workflows. Compared with traditional chaining frameworks, LangGraph is equipped with conditional routing, loop control and visualization features, and has a wide range of applications in intelligent customer service, text processing and other fields.
This paper analyzes the features and applicable scenarios of each model of ChatGPT in detail, providing a task matching guide and a three-step selection strategy. It is recommended to choose the right model according to the task complexity, cost budget and risk tolerance, and avoid common misunderstandings, such as blindly pursuing higher-order models or ignoring input limitations. Reasonable combination of different models can improve efficiency and quality.
The Complete Guide to ChatGPT Model Selection: Optimizing Your AI Interaction Experience Read More "
Bento Grids (Apple Style) is a visual design style that is minimalistic, clear and highly organized, commonly used in modern web and mobile app interfaces. The style creates a clean reading experience by presenting content through grid modules that emphasize white space, alignment and consistency. The article also provides specific steps to realize this layout using Figma, and recommends related plug-ins and tools.
Cline is an open source AI programming plug-in designed for VS Code, supporting intelligent planning and execution of dual-mode with terminal operation and MCP extension capabilities. It provides a higher degree of freedom and transparency, users can self-select the model and control the cost, applicable to programmers and non-technical staff.Cline to enhance development efficiency through five core advantages, including intelligent dual-engine, all-in-one environment, proactive maintenance, etc., and support the construction of a knowledge base, document writing, PPT production and other application scenarios. Easy to install and configure, and rich in community resources, Cline is a powerful tool to enhance work efficiency.
Cline Complete User Guide: AI Efficiency Tool for Programming Newbies Too! Read More "
Google's latest Gemini Deep Research is an AI research tool based on the Gemini 2.5 Pro model, with automatic network retrieval, in-depth information integration and structured report generation capabilities. Its performance is better than the competition about 40%, supports multi-format output, the price is only $19.99 / month, applicable to academic research, business analysis and technology frontier tracking and other scenarios.
This paper describes how to improve the interaction with AI assistants such as ChatGPT by optimizing the way of asking questions. The key is to build an efficient prompting framework by clarifying roles, specific tasks and output formats. The article also provides strategies such as multi-step questioning method and multi-perspective thinking framework, and shows the application scenarios of advanced techniques such as style mimicry, creative transformation and super prompt generator. In addition, a library of practical templates and a prompt tuning process help users flexibly adjust the prompt content according to different needs, so as to get more professional and accurate answers.
Mastering the Art of Questioning with ChatGPT: A Practical Guide from Basic to Advanced Read More "
NVIDIA releases open source Llama-NemotronAI models in 8B, 49B and 253B versions. The flagship LN-Ultra outperforms the 671 billion DeepSeek-R1 in several benchmarks with only 253 billion parameters, while enabling more efficient operation on a single xH100 node. The series' five-stage training process with innovative techniques includes inference switching, hardware-aware optimization and synthetic data training. The positive relationship between model performance parameter scale and performance marks the AI efficiency-first era, and its open source license will accelerate technology adoption.
NVIDIA Llama-Nemotron: The New King of Open Source Beyond DeepSeek-R1 Read More "
Google releases Gemini version 2.5 Pro, a major realization in the field of multimodal understanding and code generation. The model outperforms competitor Cl 3.7 Sonnet in programming capabilities, and is particularly adept at transforming video content and hand-drawn sketches into fully functional networks, significantly improving development efficiency. It demonstrates revolution in the areas of web development, review optimization, and educational technology, creating a new paradigm for AI-assisted development.
Google Gemini 2.5 Pro: a multimodal evolution from video to interactive apps Read More "
Bolt.new is an AI-driven development platform where users write code by generating full websites directly from natural descriptions. It supports multi-framework generation of applications, installation of software packages, and enables dynamic code optimization and hand-drawn transformations. Users log in and enter website requirements to automate code, support multiple rounds of dialog optimization and real-time preview, and can deploy or download code. The key is to write detailed prompts that specify the type of site, style and target audience, while incorporating editors to improve accuracy. bolt.new is particularly well suited to prototyping, and can be used in conjunction with specialized tools such as Cursor for more complex projects. The platform is initially free, but will be charged in the future, making it suitable for entrepreneurs, content creators and developers.
Bolt.new: A Tutorial Guide to Creating Professional Websites with Simple Descriptions Read More "
GPT-4o, as a dazzling star in the field of AI, is equipped with multimodal image generation capability. The article analyzes in detail the techniques of generating realistic images to Q version creative style, including professional methods such as life-like scenes, simulating camera equipment, using specific styles, etc. It also provides practical templates for multiple scenarios, such as e-commerce product displays, prints, game materials, and so on. By learning cue word strategies and reference image combination techniques, users can enhance their ability to collaborate with AI to create beautiful images.
DeepSeek open-sourced the DeepSeek-Prover2 model designed for math proofs on May 1, containing 671 billion parameters and a 7 billion parameter version. The model uses a combination of recursion and reinforcement learning to perform well in several math tests, such as the MiniFF test with a pass rate of 88.9%. The ProBench dataset released at the same time contains 325 questions to evaluate the model's capabilities. Experiments have found that the Chain of Thought model significantly proves accuracy, and the mini-model even outperforms the model on specific problems. The model has been Hugging Face, supporting a new paradigm in math research.
DeepSeek Releases Prover-V2 Model: 671B Parameters to Boost Math Theorem Proving Read More "
Ali Tongyi Qianqian team released a new generation of open source large model Qwen3, topped the global open source model list. The series contains models, the flagship model performance exceeds a number of top models, deployment is significantly reduced. qwen 3 in a number of benchmarks to set a new record, and the innovative introduction of "hybrid reasoning" mode the model supports 119 languages, pre-training data up to 36 token, the community response is enthusiastic, within three hours to get the k GitHub star. The model supports 119 languages, and the pre-training data reached 36 token.
Qwen 3 released: 235B model outperforms R1, Grok and o1 with Apache 2.0 license Read More "
European AI company Lovable launches 2.0 platform for code-free software development through natural language interaction. New support for multiplayer collaboration, intelligent chat agents, security scanning, significantly lowering the development threshold. It provides free and paid programs for startup teams to rapidly build product prototypes, and has 500,000 monthly users. The platform commercializes the concept of AI-generated "ambient coding" to facilitate digital transformation.
OpenAI has officially launched its latest multimodal image generation model, gpt-image-1, and made it available to developers worldwide via an API. This
I. Introduction Discover an aggregated AI product: the AI Cloud Native Platform. It not only perfectly restores ChatGPT, Claude, Sora, Mid
AI Cloud Native: 1:1 Reduction of ChatGPT, Claude, Sora, Midjoueney, Grok AI Read More "
Have you ever dreamed of an AI assistant that not only chats with you, but also handles complex Python data analysis tasks like a professional data scientist?2025
I. INTRODUCTION As a leader in the AI industry, OpenAI has returned to the throne with an undisputed advantage by virtue of its latest 4o image generation technology, which has once again reached the top.
I. Introduction On March 19, 2025, Google officially released the Gemini Canvas feature. The Canvas is a "self
Can't Miss Gemini Canvas: A One-Click Productivity Booster Read More "
Introduction In today's rapidly evolving AI era, top AI models such as GPT Plus, Claude Pro, Grok Super
I. INTRODUCTION With the rapid development of artificial intelligence technology, AI voice assistants have become an important partner in our lives.Grok APP, as played by xAI
I. INTRODUCTION In recent years, with the rapid development of artificial intelligence technology, the competition between major language models has intensified. From the initial simple question and answer to today's multimodal,
Grok3 Background and Features Grok3 is xAI's flagship AI model, designed to compete with OpenAI's ChatGPT, Google's G
With the rapid development of AI technology, API services are gradually becoming an important tool for developers and enterprises. xAI, as an emerging AI platform, now launches the
xAI is offering a free $150 API credit every month with a $5 charge. Read More "
I. CONCLUSIONS 1. Overall Conclusions The results of this study show that under the higher computing power conditions that can be found locally at the moment, running the DeepSeek base version of model
In today's era of rapid technological development, Artificial Intelligence (AI) big model technology has become an important force to promote innovation in the film industry.The application of AI technology is not only in the video
Google has been known as Silicon Valley's "Whampoa Military School", but in recent years, it is in the field of AI talent drain is becoming more and more serious. Numerous departures of Google AI scientists
"Crisis at the Whampoa Military Academy: Tech Titans' Defense of AI Talent Read More "
