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AI Daily	AI Daily-AI资讯日报	false	/en/2025-09/2025-09-23	Your daily source for curated AI news, practical tools, and actionable tutorials to master Artificial Intelligence;	type docs

AI Insight Daily 2025/9/24

AI Insights | Daily Briefing | Aggregated Web Data | Cutting-Edge Science | Industry Voices | Open Source Innovation | AI & Humanity's Future | Visit Web Version ↗️ | Join Group Chat

Today's Rundown

DingTalk launched its AI Spreadsheet Assistant to empower business users, while Meitu XiuXiu is set to introduce a conversational AI assistant.
Kimi is exploring an Agent membership business model, and OpenAI, along with NVIDIA, has struck a massive investment deal.
Cutting-edge research indicates that well-designed small models can outperform large models in specific multimodal tasks.
Meanwhile, the public's considerations for AI fairness are more complex than experts', demanding higher ethical standards for AI.
Issues like AI-generated "workslop" decreasing efficiency and user data being used for training have also sparked widespread discussion.

Product & Feature Updates

1. DingTalk just dropped its AI Spreadsheet Assistant, and it's set to turn your average spreadsheets into a full-blown enterprise AI application creation hub. Seriously, you just tell the AI what you need in plain language, and boom! It'll whip up tables, set up workflows, and even create data dashboards. No coding skills? No problem! This is DingTalk shifting gears from a mere collaboration tool to an AI application building platform for everyone (AI Insight). Get ready for productivity to go through the roof! 🚀

2. Meitu XiuXiu is launching a brand-new AI intelligent assistant in late September, aiming to totally revolutionize traditional tool-based photo editing into a conversational Agent service. Their financial report already shows a whopping 90% AI penetration rate across their products, proving they're way past being a simple one-click beauty app. Meitu wants to be your personal AI image creative director, right in your pocket. This move is seen as a crucial step for Meitu, using AI technology to reshape industry interaction (AI Insight). Picture editing in the future? You might just talk your way through it! 😉

3. Kimi has quietly launched its Agent Membership Service, naming different tiers after musical tempo terms, which gives it a super artsy vibe 🎶. Free users (Adagio) won't see any change to their core chat functions. But paid members (Andante, Moderato) get extra quotas for deep research Agents, specifically designed for folks who need to dig deep for information. This exploratory commercialization model (AI Insight) isn't just offering perks like donation deductions for existing users; it also showcases some clever thinking by domestic large models on how to balance free and premium services. Smart move! ✨
   
   
   

4. Klavis AI, a team from YC, just released an open-source project called Strata. This clever MCP (Multi-Capability Provider) server tackles the "choice overload" problem AI agents face when dealing with thousands of tools. Instead of bombarding the AI with all available APIs, Strata uses a guided, progressive approach, letting the AI discover the tools it needs layer by layer based on context. This seriously boosts AI agent accuracy and efficiency in complex tasks. This human-like interaction method (AI Insight) is set to empower AI to truly master complex applications like GitHub and Jira, which are packed with tons of features. Game changer! 🚀
   
   

Cutting-Edge Research

1. The technical report for the 8B parameter MiniCPM-V 4.5 model just dropped, showcasing an epic "underdog versus giant" showdown 🥊. Thanks to its innovative 3D-Resampler architecture, a unified OCR, and knowledge learning paradigm (and other cool tech), it actually outperformed GPT-4o and the 72B Qwen2.5-VL on several multimodal tasks, all while keeping inference costs super low. This detailed technical report (AI Insight) proves that bigger isn't always better; clever architectural design is the real key to high-performance AI. You can view more information in this codebase (AI Insight). Mind blown! 💡
   
   

2. Who gets to define "fairness" for AI? A recent research paper (AI Insight) reveals that ordinary folks, not just AI pros, have way more complex and stringent considerations for AI fairness than experts do 🤔. The study found that when placed in decision-maker roles, everyday people factor in a broader range of characteristics, advocate for stricter fairness thresholds, and even lean towards designing customized fairness solutions instead of just applying standard formulas. This research powerfully argues that AI governance can't be just a closed-door meeting for tech experts; bringing in the "common sense wisdom" of stakeholders is absolutely crucial. Food for thought! 🧐

3. Can small language models actually have the power to heal? A study on Post-Traumatic Stress Disorder (PTSD) (AI Insight) shows that smaller models, ranging from 0.5B to 5B parameters, can perform almost at human level in generating empathetic conversations after careful fine-tuning. Researchers even launched a dedicated dataset called TIDE for this, proving that it's totally feasible to build resource-friendly, emotionally intelligent mental health support systems. This opens up exciting new avenues for AI in the mental health space. Amazing! 🙏

Industry Outlook & Social Impact

1. OpenAI and NVIDIA just announced a strategic partnership, with OpenAI set to buy millions of GPUs and receive a staggering $100 billion investment from NVIDIA. Talk about an "AI wedding of the century!" 🤝 The sheer scale of computing power involved in this deal is almost equivalent to NVIDIA's entire 2025 annual shipment volume, signaling that OpenAI is on a wild "hoarding spree" to build unprecedented AI infrastructure. This significant news (AI Insight) not only solidifies the alliance between the two giants but also kicks the industry's computing power arms race into high gear. It's getting intense! 🔥

2. Sam Altman once again painted his grand vision for the future: as AI capabilities grow stronger, [access to AI will become a basic human right](https://www.reddit.com/r/artificial/comments/1noir9v/sam_altmans_vision_for_a_future_where_ai/) 🏛️. To meet this "right," he proposes expanding computing infrastructure at an astonishing pace, even envisioning "compute factories" that could churn out thousands of megawatts of AI compute weekly. Behind this vision is his deep concern about solving the severe shortage of computing power. He believes we shouldn't have to make agonizing choices between "curing cancer" and "universal education," but rather have enough compute to achieve both simultaneously. Ambitious, right? 🤩

3. Heads up! Your LinkedIn profile might soon become "AI fuel"! LinkedIn announced that starting November 3, 2025, it will use European user data to train its AI models, citing "legitimate interests" as the legal basis. While they've provided an opt-out option, this move once again shoves tech giants' data appetite and user privacy rights into the spotlight, sparking widespread discussion on data boundaries (AI Insight). Privacy concerns, anyone? 😬

4. Using AI tools like a pro, but your company's ROI is stuck in neutral? Watch out, you might be mass-producing "workslop" 🗑️. This new term refers to AI-generated content that looks polished but lacks substance, cleverly offloading the thinking that creators should do onto reviewing colleagues. This hotly debated point on Reddit (AI Insight) acutely highlights that AI shouldn't be an excuse for sophisticated laziness; otherwise, team collaboration efficiency will only plummet instead of soaring. So true! 🤦‍♀️

Top Open Source Projects

1. Alibaba Cloud's Tongyi Qianwen open-source image editing model, Qwen-Image-Edit, just got a major update, making it feel like a "magic brush" custom-made for creators and designers 🖌️. The new version not only supports multi-image editing, cleverly blending people and scenes, but also maintains consistency for portraits and products during editing, with significantly enhanced text processing capabilities. What's even cooler is that it comes with three built-in ControlNet models, enabling pixel-level precision control. Say goodbye to creative limitations! 🔥 Seriously impressive! ✨
   
   
   

2. When it comes to downloading videos from YouTube and other sites, there's one name you just can't not know: the legendary command-line program, youtube-dl. This project (click to view), boasting a whopping ⭐137.9k stars on GitHub, is the Swiss Army knife for countless developers and data enthusiasts, supporting almost every video website you can imagine. Its power and stability have cemented its place as an indelible cultural icon in the open-source world. A true classic! 🎬

3. Ever dreamed of having a truly smart companion in Minecraft, instead of just a run-of-the-mill zombie? Well, the mindcraft project might just make that dream come true 🧱. This interesting project (click to view), which has garnered ⭐4.1k stars, is injecting real "soul" into the pixelated world using Large Language Models (LLMs) and Mineflayer. Imagine a future where your companion not only helps you mine but can also have philosophical chats with you. How cool is that?! ✨

4. Still stressing out about prepping for technical interviews? The tech-interview-handbook, which has bagged a massive ⭐130.2k stars on GitHub, is your ultimate "lifesaver" for landing a spot at those big tech companies 🚀. It meticulously compiles all the core interview knowledge points for busy software engineers, covering everything from algorithms to system design – basically, it's the "encyclopedia of interviewing." With this guide (click to view) in hand, you'll walk into that interview room brimming with confidence, even if you're short on time. Go get 'em! 💪

5. In today's explosion of AI drawing tools, Fooocus takes a different path, bringing the focus back to the two most crucial things: prompts and generation quality. This tool (click to view), with its minimalist design and powerful features, has already attracted ⭐46.6k stars. It lets you skip the complex parameters and just concentrate on your creativity. For users who simply want to enjoy the pure joy of creation, Fooocus is undoubtedly one of the most elegant solutions out there. Brilliant! 💡

Social Media Shares

1. How do you tell if an AI startup is a "garage band" or a "potential unicorn"? A founder's deep dive (AI Insight) offers an answer: true AI companies champion an "AI First" culture from day one, build robust evaluation systems, and think deeply about Agent frameworks 🧐. They handpick professional users who can provide high-quality feedback and tackle complex scenarios where "base models struggle, but Agents can shine," thereby accumulating real core assets. In contrast, teams that just chase trends and lack long-term vision might just be a flash in the pan. Smart insights! 🧠

2. GitHub itself stepped in to compile a list of 39 commonly used MCP (Multi-Capability Provider) projects for you – a true blessing for Agent developers! 🙌 This list covers a range of practical tools, from the web-scraping wizard Firecrawl to the data-processing powerhouse Elasticsearch, ensuring you won't get lost when building your AI Agent. Go ahead and save this official recommendation (AI Insight) to supercharge your AI application development! You're welcome! 😉
   
   

3. Ever feel like AI-written content is always too short, lacking depth and examples? A netizen shared a tip (AI Insight) for getting Gemini to "gush with ideas": repeatedly use the "change length" function, letting the AI iteratively expand on its content 🪄. The magic? Gemini doesn't just "pad the word count"; it actively thinks, adds examples, and adjusts the structure, as if wielding Sun Wukong's magical staff, growing longer and stronger. Google's tech truly exceeded many people's expectations, showcasing its powerful iterative writing capabilities! Wow! 🤩
   
   

4. "When you interact with someone offline, you're essentially prompting them." This analogy (Source: AI Insight) is just brilliant! It cleverly likens the complex process of human interaction to engaging with a "small model," instantly making "poor communication" sound super techy 🤔. Next time you encounter someone you can't click with, you can elegantly tell yourself: either their model isn't up to par, or your prompting skills still need some work. 😂

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An AI Coding Invitation

Three Projects in Six Months, 90% AI-Generated Code, Zero Cost — I'm Building a Community and Live-Streaming My Next Product Development

Hey everyone!

Over the past six months, I've been a lone wolf, diving deep and finishing three major open-source projects. One of them, AIClient2API ↗️, already boasts over 1000 stars. The craziest part? Looking back, over 90% of the code was AI-generated!

I didn't shell out a single penny for API fees, relying entirely on free large models like Gemini and Qwen. And no server rental costs either—platforms like Cloudflare and Vercel handled everything for me. This whole experience really hit home: AI is amplifying the creativity of everyday folks in ways we've never seen before. Mind-blowing! 🤯

That solo journey, while super rewarding, definitely had its lonely moments. Those bug-fixing headaches, those late-night bursts of inspiration—I always wished there were fellow travelers to share and chat with.

So, an idea sparked: let's create a knowledge planet (community) to bring together all you fellow tinkerers and creators! Who's in? 🙋‍♂️

This isn't your typical course; it's a genuine co-creation community. The price point is super accessible—just 50 RMB. Think of it as our "Crazy Thursday" fried chicken fund, a chance to make new friends, and a pact for us all to grow together. Deal? 🤝

So, what's in it for you when you join?

I'm about to kick off developing a personal prompt management tool from scratch. Once we hit 7 members on the planet, we're officially launching, and I'll be sharing:

• Daily Live Updates: I'll be logging my development progress, thought process, and tech choices every step of the way.
• Real-Life Pitfall Diaries: I'll openly share every problem I hit and my bug-fixing strategies, so you can dodge those annoying detours.
• Transparent Thought Process: From product design to technical architecture, I'll lay bare all my reasoning for you to see.

Here, you can watch a product come to life, ask questions anytime, jump into discussions, and even influence its direction. Together, we'll witness how an idea goes from zero to one, eventually becoming a tangible reality you can hold in your hands. How cool is that? 🤩

If you're pumped about AI development, and curious to see how someone "arms" themselves with free tools, then you're super welcome to join us! Let's build something awesome. ✨

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