Search results for "Pebblely工具"

Found 544 results (516 tools · 28 articles · 0 skills). Sorted by relevance by SeoAIu.

AI Tools (516)

LiblibAI: China's largest AI image generation platform and model community of 25 million creators

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LiblibAI: China's largest AI image generation platform and model community of 25 million creators
AI Tools

IBlibAI is an AI image generation platform established in March 2023, focusing on the creation and sharing of original AI painting models. The platform provides one-stop creative tools such as online image generation, model download and training, video generation, special effects templates, AI

2026-06-02

Volcanic engine: the leader of enterprise level cloud and AI service platform and whole stack

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Volcanic engine: the leader of enterprise level cloud and AI service platform and whole stack
AI Tools

Mountain Engine is an enterprise level technical service platform under ByteDance, which was officially launched in June 2020 and positioned as a window for opening up ByteDance's technical capabilities. The platform provides a complete cloud service matrix, including infrastructure services such

2026-06-02

In-Depth Review of SenseTime’s Seko: An AI Short-Drama Creation Tool That Makes a "One-Person Production Team" Possible

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In-Depth Review of SenseTime’s Seko: An AI Short-Drama Creation Tool That Makes a "One-Person Production Team" Possible
AI Tools

Seko, SenseTime Seko, AI short-form drama generation, AI video creation platform, integrated creation agent, one-person production crew, AI motion comic production, Seko Infinite Canvas, Seko 2.0, SekoIDX, SekoTalk, AI-driven film & TV industrialization, AI short-form drama tools, AI animation production, SenseTime

2026-06-28

Zhuque AI Detection Assistant: Tencent's Free AIGC Content Recognition Tool

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Zhuque AI Detection Assistant: Tencent's Free AIGC Content Recognition Tool
AI Tools

Zhuque AI Detection Assistant is an AI generated content detection tool heavily developed by Tencent's hybrid security team Zhuque Laboratory. It can identify the text content generated by the mainstream big models such as ChatGPT, Claude, DeepSeek, ERNIE Bot, Tongyi Qianwen with high accuracy, and

2026-05-29

Star Flow: A one-stop AI design and intelligent creative work platform created by LiblibAI

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Star Flow: A one-stop AI design and intelligent creative work platform created by LiblibAI
AI Tools

Starflow is a one-stop AI creative design platform launched by LiblibAI, which will be fully launched in July 2025. The platform is equipped with a self-developed Star-3 Alpha image generation model, providing full chain AI creation capabilities such as image generation, video synthesis, 3D

2026-06-02

AstronClaw: Cloud AI intelligent agent development platform and zero code security deployment

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AstronClaw: Cloud AI intelligent agent development platform and zero code security deployment
AI Tools

AstronClaw is a cloud based AI intelligent agent platform officially launched by iFlytek on March 12, 2026. It is built on the OpenClaw core architecture and focuses on security and usability. The product adopts a hybrid architecture of "cloud rapid deployment+local sandbox operation", supporting

2026-06-03

Yinshu AI: A Chinese speaking AI music creation community and zero threshold intelligent song

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Yinshu AI: A Chinese speaking AI music creation community and zero threshold intelligent song
AI Tools

Yinshu AI is an AI music creation platform designed specifically for Chinese users, positioned as the world's first AI music community. The platform does not require music theory knowledge, and users can generate complete songs containing melodies, arrangements, and AI vocals with just one click

2026-06-02

FlagEval: The internationally authoritative large model evaluation system and Libra open platform

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FlagEval: The internationally authoritative large model evaluation system and Libra open platform
AI Tools

FlagEval (Libra) is a large-scale model evaluation system and open platform initiated by Beijing Zhiyuan Artificial Intelligence Research Institute, aiming to establish scientific, fair, and open evaluation benchmarks and methods. The platform has innovatively constructed a three-dimensional

2026-05-31

Ink Knife AI: an intelligent prototype design platform and AI Agent full process assistant designed

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Ink Knife AI: an intelligent prototype design platform and AI Agent full process assistant designed
AI Tools

Ink Knife AI is an AI functional module launched by the well-known prototype design platform Ink Knife in China, designed specifically for product managers and designers. The platform integrates four expert modes of AI Agent (prototype design, PRD writing, product research, and solution review),

2026-06-02

IFlytek Smart Creation: AIGC, a one-stop intelligent dubbing and virtual human creation platform

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IFlytek Smart Creation: AIGC, a one-stop intelligent dubbing and virtual human creation platform
AI Tools

IFlytek Zhizuo is an AIGC content creation platform launched by iFlytek, officially released in April 2023, positioned as a one-stop intelligent dubbing and virtual human application service platform. The platform utilizes AI core technologies such as speech recognition, semantic understanding,

2026-06-02

OpenCompass: An Open Source Large Model Comprehensive Evaluation System and Sinan Open Platform

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OpenCompass: An Open Source Large Model Comprehensive Evaluation System and Sinan Open Platform
AI Tools

OpenCompass is an open-source large model evaluation system launched by Shanghai Artificial Intelligence Laboratory, providing one-stop evaluation services for large language models, multimodal models, and scientific intelligence models. The platform supports one click distributed evaluation of

2026-05-31

AutoGLM Reflection - Zhipu AI's First Free Intelligent Agent: Deep Research+Automated Web Operations

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AutoGLM Reflection - Zhipu AI's First Free Intelligent Agent: Deep Research+Automated Web Operations
AI Tools

AutoGLM Contemplation is an autonomous intelligent agent (AI Agent) product launched by Zhipu AI on March 31, 2025. It is also the first domestically produced agent that integrates deep research and web operator capabilities.

2026-05-29

AI Prompt Genius, ChatGPT prompt word management and dialogue export tool: Keep your AI

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AI Prompt Genius, ChatGPT prompt word management and dialogue export tool: Keep your AI
AI Tools

AI Prompt Genius is an open-source browser extension tool designed specifically for ChatGPT users. Its core functions include: automatically saving ChatGPT conversation history, importing/exporting prompt word templates, one click exporting conversations to PDF/image/Macrodown/JSON formats, local

2026-05-30

CMMLU: Authoritative Chinese Language Model Knowledge Understanding Ability Evaluation Benchmark

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CMMLU: Authoritative Chinese Language Model Knowledge Understanding Ability Evaluation Benchmark
AI Tools

CMMLU (Chinese Massive Multitask Language Understanding) is a large-scale language understanding benchmark designed specifically for the Chinese language context, covering 67 subject topics from beginner to advanced professional levels, including natural sciences, social sciences, engineering

2026-05-30

OpenAI Operator, The world's first CUA intelligent agent, an AI assistant that simulates human

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OpenAI Operator, The world's first CUA intelligent agent, an AI assistant that simulates human
AI Tools

Operator is OpenAI's first AI agent product released on January 23, 2025. Unlike ChatGPT, which only outputs text, Operators can operate browsers autonomously like humans - they can view screenshots, move the mouse, click buttons, input text, and automatically complete complex tasks such as booking

2026-05-29

Tip Engineering Guide: A Systematic Learning Roadmap from Zero Foundation to AI Dialogue Master

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Tip Engineering Guide: A Systematic Learning Roadmap from Zero Foundation to AI Dialogue Master
AI Tools

The Tip Engineering Guide is the world's most popular open-source tip engineering learning project initiated by the renowned AI research institution DAIR.AI. It has accumulated over 30000 stars on GitHub and covers the entire knowledge system from basic principles to advanced technologies. The

2026-05-30

Quark AI: Alibaba's AI all-in-one assistant with over 370 million downloads and the next generation

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Quark AI: Alibaba's AI all-in-one assistant with over 370 million downloads and the next generation
AI Tools

Quark AI is an AI flagship application and next-generation intelligent search product launched by Alibaba Group. The platform deeply integrates Alibaba's Qwen big model with Quark's native search capabilities, with "AI Super Box" and "AI Dialogue Assistant" as the core, providing one-stop AI

2026-06-03

Tencent's Hybrid Model: Starting from Pragmatism, Tencent's AI Remastered Intelligent Efficiency

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Tencent's Hybrid Model: Starting from Pragmatism, Tencent's AI Remastered Intelligent Efficiency
AI Tools

Tencent Hybrid is an industrial level AI model independently developed by Tencent. After the reconstruction of pre training and reinforcement learning infrastructure in February 2026, it has been repositioned with "pragmatism" as its core. The Hy3 preview, released in April 2026, is a 295 billion

2026-06-03

Fairies Universal AI Agent: Local File Operations+Cross Application Automation Execution of

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Fairies Universal AI Agent: Local File Operations+Cross Application Automation Execution of
AI Tools

Fairies is a general-purpose AI agent developed by the Fundamental Research Laboratory founded by Robert Yang, an alumnus of Peking University. Unlike traditional AI chatbots, Fairies can truly "hands-on" operate computers - performing over 1000 operations, covering scenarios such as file

2026-05-29

CoCo - Zhipu AI's first memorable enterprise level intelligent agent: delivery oriented+autonomous

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CoCo - Zhipu AI's first memorable enterprise level intelligent agent: delivery oriented+autonomous
AI Tools

CoCo is the first enterprise level super assistant agent launched by Zhipu AI in June 2025, known as the "world's first memorable enterprise level AI intelligent agent". Unlike ordinary AI chatbots, CoCo's core positioning is "delivery oriented" - it can fully handle complex tasks and deliver

2026-05-29

Originality.ai - Professional AI Content Detection and Quality Control Platform

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Originality.ai - Professional AI Content Detection and Quality Control Platform
AI Tools

Originality.ai is an AI content detection and quality control platform designed specifically for web publishers, content marketers, and SEO professionals. It was launched in November 2022, just a few days before the public release of ChatGPT, and is one of the earliest commercial AI detectors on

2026-05-29

LangGPT - Structured Prompt Word Design Framework: Natural Language Programming for Large Language

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LangGPT - Structured Prompt Word Design Framework: Natural Language Programming for Large Language
AI Tools

LangGPT is a structured prompt word design framework inspired by programming languages, aimed at solving the problem of non AI experts having difficulty writing high-quality prompt words. Drawing on the design ideas of object-oriented programming languages, LangGPT proposed a dual layer structure

2026-05-29

Wenxin Big Model: Baidu's Industry level Knowledge Enhancement Model that has been honed over the

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Wenxin Big Model: Baidu's Industry level Knowledge Enhancement Model that has been honed over the
AI Tools

ERNIE is an industry level knowledge enhancement model independently developed by Baidu. Starting from the release of version 1.0 in 2019, it has undergone multiple generations of technological iterations and has established a three-level system of basic model, task model, and industry model. The

2026-06-03

Panda Office - One-stop Creative Design Template Download Platform

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Panda Office - One-stop Creative Design Template Download Platform
AI Tools

Panda Office is a website dedicated to downloading creative design templates, covering high-quality PPT templates, Word templates, Excel templates, cutout elements, video materials, fonts, sound effects, and background music. It is a one-stop material platform integrating office and design templates. The platform updates high-quality trending content daily, providing practical and easy-to-modify templates to help users improve work efficiency. A professional customer service team is always on standby to promptly address user issues. It supports multiple login methods including WeChat, QQ, and mobile phone, committed to offering users an efficient and convenient office design experience.

2026-07-20

Ginlix – an "AI construction team" tailored for Wall Street, enabling investment analysis to be continuously iterated like writing code.

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Ginlix – an "AI construction team" tailored for Wall Street, enabling investment analysis to be continuously iterated like writing code.
AI Tools

Ginlix is ​​an AI-powered company specializing in financial investment research. Its flagship product, LangAlpha, is an open-source investment research framework. Employing a Programmatic Tool Call (PTC) architecture, it allows AI agents to process financial data by writing and executing code, with a persistent workspace that enables research to accumulate like a codebase. It supports built-in models and can be deployed privately. It is suitable for individuals and institutions looking to leverage AI for deep, verifiable investment decisions.

2026-07-09

Magic Design: Canva's own AI design tool, can it really let you "generate images just by speaking a sentence"?

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Magic Design: Canva's own AI design tool, can it really let you "generate images just by speaking a sentence"?
AI Tools

Magic Design is an AI-powered design tool from Canva that automatically generates designs—such as posters and presentations—based on text input or uploaded images. A free version is available, while the Pro version unlocks additional features.

2026-06-29

A Quick Take: Just how much hassle can that AI meeting note-taker hidden inside Baidu Netdisk really save you?

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A Quick Take: Just how much hassle can that AI meeting note-taker hidden inside Baidu Netdisk really save you?
AI Tools

"Jiandan Tingji" is an AI-powered speech-to-text tool launched by Baidu Netdisk. Integrated with the ERNIE Bot (Wenxin Yiyan) large language model, it supports the transcription of meetings, interviews, and lectures, as well as the intelligent generation of meeting minutes, achieving an accuracy rate of up to 97%. It is available across all platforms, with a continuous monthly subscription priced at 25 yuan.

2026-06-29

Adobe Podcast: The free AI tool that transforms smartphone recordings into studio-quality audio.

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Adobe Podcast: The free AI tool that transforms smartphone recordings into studio-quality audio.
AI Tools

Adobe Podcast is a free AI-powered audio enhancement and podcast production tool from Adobe; its "Enhance Speech" feature can instantly elevate smartphone recordings to studio quality. It supports remote recording and text-based editing, and the free version is already highly capable.

2026-06-30

Proofig – a guardian of research integrity who uses AI to perform "CT scans" on academic papers, leaving no room for image fraud.

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Proofig – a guardian of research integrity who uses AI to perform "CT scans" on academic papers, leaving no room for image fraud.
AI Tools

Proofig is an AI-powered academic image integrity detection platform designed specifically for scientific publications. It automatically identifies image tampering, duplication, plagiarism, and AI-generated images, and compares manuscripts against over 155 million publicly available images on PubMed. It is used by top publishers such as the Science family of journals for pre-submission image screening to maintain research integrity.

2026-07-09

Genspark – An all-in-one AI workspace that puts tedious tasks on autopilot, chosen by over 20 million users.

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Genspark – An all-in-one AI workspace that puts tedious tasks on autopilot, chosen by over 20 million users.
AI Tools

Genspark is a versatile AI workspace that automates end-to-end tasks through Super Agent. It generates presentations, analyzes data, writes code, and makes phone calls without the need for prompt word engineering. The platform integrates over 30 top-tier models, including GPT, Claude, and Gemini, and provides suites for AI slideshows, AI spreadsheets, and AI developer tools. With over 20 million users and annualized revenue exceeding $100 million, it empowers knowledge workers to shift from "task processing" to "product creation."

2026-07-09

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AI News (28)

Starting from scratch, I used Daydream AI to create novel tweets, and in 3 days, I created 100000

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Starting from scratch, I used Daydream AI to create novel tweets, and in 3 days, I created 100000
AI News

Many people get stuck in the first step of writing novels and tweets - they don't know how to make videos. Jianying has been studying for a month, but the storyboards are still messy. Dubbing for half a day, it sounds awkward. After finally coming up with a solution, the playback volume reached

Meituan Open-Sources LongCat-2.0, a 1.6-Trillion-Parameter MoE Model; Full-Stack Execution on Domestic Computing Hardware Successfully Achieved

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Meituan Open-Sources LongCat-2.0, a 1.6-Trillion-Parameter MoE Model; Full-Stack Execution on Domestic Computing Hardware Successfully Achieved
AI News

Meituan has officially open-sourced LongCat-2.0, a massive MoE model with 1.6 trillion parameters. This release achieves end-to-end training and inference deployment on a domestic computing cluster comprising 50,000 GPUs, thereby breaking reliance on overseas computing power. The announcement details LongCat-2.0's technical highlights, performance advantages, and industry value.

Xu Li of SenseTime: AI billing will shift from tokens to tasks, establishing a new paradigm of inclusive AI.

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Xu Li of SenseTime: AI billing will shift from tokens to tasks, establishing a new paradigm of inclusive AI.
AI News

SenseTime’s Xu Li: AI Billing to Shift from Tokens to Tasks, Establishing a New Paradigm for Inclusive AI At the main forum of the 2026 World Artificial Intelligence Conference, Xu Li, Chairman and CEO of SenseTime, delivered a keynote speech titled "Boundless Innovation and Bounded Safeguards: Inclusivity and Safety in AI Development." He put forward significant insights regarding the evolution of the AI ​​industry, sparking widespread attention across the sector.

I use voice AI to turn text into songs, which provides an additional source of income (with

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I use voice AI to turn text into songs, which provides an additional source of income (with
AI News

Let me be honest with you first. I am someone who sings off key, has zero knowledge of music theory, and can't even understand sheet music. Whoever used to say 'you make money by making music', I must think there's something wrong with him. But that's the way I am, now I can earn more money every

I used AI to draw avatars and create picture books for my child, and earned 10000 yuan in the third

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I used AI to draw avatars and create picture books for my child, and earned 10000 yuan in the third
AI News

Let me tell you a true story first. I have a friend named Xiaomin, a full-time mom with a two-year-old child. She has tried various side jobs before: being scammed for brushing orders, not being able to sell on WeChat, and not being able to write articles. At the end of last year, she told me,

OpenAI's GPT-5.6 series preview remains in internal testing, with proprietary inference chips set for mass production by year-end.

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OpenAI's GPT-5.6 series preview remains in internal testing, with proprietary inference chips set for mass production by year-end.
AI News

OpenAI is officially advancing the limited beta testing of its GPT-5.6 model series and has announced a partnership with Broadcom to co-develop "Jalapeño," a dedicated inference ASIC. The project targets tape-out within nine months and large-scale deployment by the end of 2026, aiming to slash inference costs by 50% and effectively completing the company's vertically integrated strategy combining models and chips.

Genesis World 1.0 is officially open source! Our self-developed simulation platform significantly shortens robot testing cycles.

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Genesis World 1.0 is officially open source! Our self-developed simulation platform significantly shortens robot testing cycles.
AI News

Genesis AI, which gained fame for its robot frying tomatoes and eggs, has opened up its self-developed simulation platform, which greatly reduces the time required for robot evaluation and makes the simulation data closely match the real machine, thus helping to commercialize physical AI technology.

Anthropic's valuation has reached $965 billion, surpassing OpenAI for the first time.

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Anthropic's valuation has reached $965 billion, surpassing OpenAI for the first time.
AI News

The AI ​​industry is undergoing a seismic shift as Anthropic’s post-investment valuation climbs to $965 billion, surpassing OpenAI for the first time. Its Claude Opus 4.8 model has reached the pinnacle of reasoning capabilities, while Claude Code captures over half the code-focused AI market with $6.3 billion in annual revenue; this analysis delves into the company's three core strengths: capital, technology, and commercialization.

Local merchants engage in AI content outsourcing, providing the most stable AI side business

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Local merchants engage in AI content outsourcing, providing the most stable AI side business
AI News

I have noticed that many people nowadays want to do AI side jobs and ask: Can we make money by writing articles, creating images, and editing videos with AI? Don't you think this is a big problem? It requires some skills, and for most people, it's still a bit unrealistic because its monetization

The Rise of the "Vibe Coding" Wave: Ordinary People Can Independently Develop Full-Fledged Software Without Coding Skills

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The Rise of the "Vibe Coding" Wave: Ordinary People Can Independently Develop Full-Fledged Software Without Coding Skills
AI News

The "Vibe Coding" wave is here: ordinary people can now independently create websites and utility software using AI—simply by describing their requirements in natural language—without needing to master any actual code. This article explains the underlying principles, available tools, and real-world implementation examples.

I have been doing AI side work for 3 months, and I have stepped into more pitfalls than earned

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I have been doing AI side work for 3 months, and I have stepped into more pitfalls than earned
AI News

Do you believe it or not? My first AI side business client was' made 'by myself? We had a great conversation when taking orders. The other party said, 'Can you help me with the content on Xiaohongshu?' I replied, 'No problem, just wrap it around me.'. And then? Then I started to write copywriting,

In-depth insights on the transformation of the domestic telecommunications industry: Moving beyond data-volume dependency and fully ushering in the era of token-based operations.

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In-depth insights on the transformation of the domestic telecommunications industry: Moving beyond data-volume dependency and fully ushering in the era of token-based operations.
AI News

The telecommunications industry is undergoing a major transformation as the three major carriers shift from traditional data-traffic-based business models to token-based computing power services. This article explains the differences between data traffic and tokens, outlines the computing power service packages offered by each carrier, and analyzes industry trends.

The wave of mandatory retirement is coming! Codex launches GPT-5.2/5.3-Code in June, developers

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The wave of mandatory retirement is coming! Codex launches GPT-5.2/5.3-Code in June, developers
AI News

How do you view DeepSeek's restriction on the number of input modifications on May 29, 2026?

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How do you view DeepSeek's restriction on the number of input modifications on May 29, 2026?
AI News

First of all, let's conclude that this is a typical temporary traffic restriction where computing power cannot keep up with user growth. It has a short-term impact on user experience, but in the long run, it is an inevitable choice for commercialization and service stability. It cannot be

I don't understand programming, so I built a SaaS tool using OpenClaw and now I earn $200 a day

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I don't understand programming, so I built a SaaS tool using OpenClaw and now I earn $200 a day
AI News

When you were still researching how to install "Lobster", someone had already used it to encapsulate AI capabilities into SaaS tools, achieving a stable daily income of $200 through subscription fees. This article fully disassembles the entrepreneurial model of "AI automation+SaaS subscription",

Sun Zhengyi was the richest man in Asia again, and fell again three days later: how to understand

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Sun Zhengyi was the richest man in Asia again, and fell again three days later: how to understand
AI News

To be honest, my first reaction when I saw this news was not "wow", but "is it again?" - because the last time he was so successful was in 2017. After that, everyone knows the story: WeWork went bankrupt, SoftBank Vision Fund suffered huge losses, his personal wealth once shrank to $21.1 billion,

AI Batch Production Movie Commentary Tutorial: A Complete Guide to Realizing Ordinary People's Side

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AI Batch Production Movie Commentary Tutorial: A Complete Guide to Realizing Ordinary People's Side
AI News

This article provides a detailed explanation of how ordinary people can use AI to mass produce movie commentary videos, including ChatGPT prompts, a free tool list, automatic editing tutorials, and anti handling techniques. Even with zero foundation, you can update 10 items per day, which is

How to view the WALL-WM world model released by the independent variable robot? Can it really solve

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How to view the WALL-WM world model released by the independent variable robot? Can it really solve
AI News

To be honest, after reading the paper and demo, I immediately withdrew the paper on "Action Block Prediction" that I was planning to submit last week. Don't laugh, this is really painful for me. After six months of hard work, I thought about sewing and repairing another piece on the VLA (Visual

How do you view Minimax's new M3 multimodal model and updated Token Plan?

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How do you view Minimax's new M3 multimodal model and updated Token Plan?
AI News

I originally wanted to say 'M3 is very strong' or 'just like that' directly, but later I found out that it's not something that can be explained in a single sentence. Let me admit one thing first: I have a bias against Minimax. It's not the kind of malice, it's the prejudice of being 'tricked'.

Why does the DeepSeek model have a greater impact than the Qwen model when their performance is

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Why does the DeepSeek model have a greater impact than the Qwen model when their performance is
AI News

I've been pondering this question for several days, really. Because my initial idea was very simple, wasn't it 'whoever has a high score is the best'? Later, I realized that I was too naive, a bit like when I thought 'the higher the pixel of the phone, the better the photo', and slapped my face.

OpenClaw Nanny Tutorial | Hand in Hand Teaching You How to Raise Lobsters on Xiaohongshu

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OpenClaw Nanny Tutorial | Hand in Hand Teaching You How to Raise Lobsters on Xiaohongshu
AI News

While others are still watching to see what "Lobster" is, some people have already used it to run over 50000 views and 1000+comments in one night, all of which are "how to do it?" - This article will fully explain how to install and deploy OpenClaw (commonly known as "Lobster"), integrate it into

36 billion US dollars! Apollo and Blackstone join forces to create AI computing power financing big

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36 billion US dollars! Apollo and Blackstone join forces to create AI computing power financing big
AI News

Global AI infrastructure welcomes unprecedented capital surge, with Broadcom and Google joining forces

Huang Renxun responds to employee AI concerns: It's okay to waste money, but don't waste time

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Huang Renxun responds to employee AI concerns: It's okay to waste money, but don't waste time
AI News

NVIDIA CEO makes clear statement: AI won't replace you, only those who can use AI will

The independent variable robot releases the world's first "event level prediction" embodied

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The independent variable robot releases the world's first "event level prediction" embodied
AI News

Breaking the limitations of traditional frame by frame learning, the way robots understand tasks has entered a new stage

On May 28th, NVIDIA Polar announced a 594% surge in training performance for Codex

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On May 28th, NVIDIA Polar announced a 594% surge in training performance for Codex
AI News

On May 28th, Alibaba Cloud Agents was officially launched, and Qoder's entire lineup is equipped

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On May 28th, Alibaba Cloud Agents was officially launched, and Qoder's entire lineup is equipped
AI News

Out of control and overturned! Google AI unauthorized tampering with production code, resulting in

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Out of control and overturned! Google AI unauthorized tampering with production code, resulting in
AI News

An In-Depth Review by the Former COO of Zhipu AI: Deconstructing Five Common Pitfalls in Enterprise AI Implementation and Breaking the Deadlock of Stalled Deployment

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An In-Depth Review by the Former COO of Zhipu AI: Deconstructing Five Common Pitfalls in Enterprise AI Implementation and Breaking the Deadlock of Stalled Deployment
AI News

Zhang Fan, former COO of Zhipu AI and founder of Yuanli AI, draws on extensive experience serving government and enterprise clients to identify five common pitfalls in corporate AI implementation: impressive demos that fail upon official launch; "bottomless pit" fully customized deliveries that derail projects; project initiation based on subjective, unrealistic expectations of returns; a focus on technical deployment while neglecting business process re-engineering; and AI projects getting stuck in pilot phases without achieving large-scale rollout. These issues stem from three fundamental misconceptions: general-purpose large models do not equate to enterprise business capabilities; technical feasibility does not guarantee commercial returns; and success in a localized pilot does not ensure replicability across the entire organization. To address this, he proposes a progressive implementation roadmap—moving from conversational assistants and business support tools to automated workflows, AI agents, and finally, business operating systems—emphasizing the need to refine reusable business templates before scaling up to a company-wide rollout.