chore(i18n): Auto-translate EN content with FM updates
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linkTitle: Today's Daily
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title: Today's Daily-AI日报
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breadcrumbs: false
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next: /en/2025-07/2025-07-12
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description: Daily selection of AI industry news, open source hot spots, academic
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next: /en/2025-07/2025-07-13
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description: 'Daily selection of AI industry news, open source hot spots, academic
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frontiers and big V opinions. AI information; AI daily; AI knowledge base; AI tutorials;
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AI information daily; AI tools;Alibaba Cloud's Tongyi Qianwen Qwen Chat recently
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dropped a super practical desktop client, and guess what, the web version got a
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major upgrade too! Their goal? To be your go-to AI sidekick! 🥳 This new version
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doesn't just seriously polish the user experience, it also packs in a ton of new
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featur...
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AI information daily; AI tools;xAI has just dropped its powerful Grok 4 large model,
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celebrating its two-year anniversary! This bad boy is seriously wowing Silicon Valley
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with its animation generation, game deployment, and 3D black hole simulation capabilities.
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And get this: thanks to training on 200,000 GPUs, it’s boasting a ...'
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cascade:
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type: docs
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---
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## AI Insights Daily 2025/7/13
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## AI Insight Daily 2025/7/14
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> `AI Daily` | `8 AM Update` | `Web-wide Data Aggregation` | `Cutting-edge Science Exploration` | `Industry Voices` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/)
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> `AI Daily` | `8 AM Updates` | `Web-Wide Data Aggregation` | `Cutting-Edge Science Exploration` | `Industry Voices Unfiltered` | `Open-Source Innovation Power` | `AI & Humanity's Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/)
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### **AI Content Summary**
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### AI Content Summary
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```
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Alibaba Cloud's Tongyi Qianwen launches a desktop version, revamping its interface and adding a bunch of new AI features.
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Moonshot AI open-sources its trillion-parameter Kimi K2 model, boosting its coding and frontend capabilities, and showing off super-stable training at massive scale.
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Stanford University is hosting a science conference where AI will be the lead author. Key AI talent is on the move, and Andrew Ng stresses that in the AI era, startups should focus on execution speed.
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xAI releases Grok 4 with significant capability and computing power boosts, securing massive investment.
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ChatGPT uncovers fraud, revealing AI's legal potential. Programming tool efficiency sparks debate, large model editable tech breakthroughs.
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AI is widely applied in code development and can generate complete projects, intensifying market competition.
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```
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### AI Product & Feature Updates
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1. **xAI** has just dropped its powerful **Grok 4** large model, celebrating its two-year anniversary! This bad boy is seriously wowing **Silicon Valley** with its **animation generation**, **game deployment**, and **3D black hole simulation** capabilities. And get this: thanks to training on **200,000 GPUs**, it’s boasting a **hundredfold boost in computing power**. On top of that, **Elon Musk's SpaceX** has announced a hefty **$2 billion** investment in xAI, aiming to help it evolve into a "**Cosmic Brain**." They're even predicting the **Grok model** might be sent to **Mars** in the future! 🤯🚀💰
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<br/>  <br/>
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[More Details](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652609087&idx=1&sn=0417e70d99c452b888aa3261787c217d)
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2. **ChatGPT** just helped a Reddit user successfully uncover a decade-long, **$5 million** inheritance fraud case! 🤯 This user leveraged **AI** to analyze nearly **500 legal documents** and draft motions, which led the court to reopen the hearing. This wild case really highlights the immense potential of **AI** in **legal auditing** and solving real-world problems. But hold up, it also sparks a lot of discussion and reflection on **AI hallucination** issues and its broader applications in areas like **AI healthcare** and **AI education**. Pretty mind-blowing, right? ⚖️
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[More Details](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247809745&idx=1&sn=2d6dfbbd344b99dd527ed2896ee39c55)
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### Cutting-Edge AI Research
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1. **METR**, a non-profit **AI research organization**, has just dropped some unexpected results from a randomized controlled experiment. Turns out, **AI programming tools** actually made experienced **developers** *less* efficient by **19%**, totally flipping the script on the widely expected **20% speedup**! 🤯 This discovery instantly blew up on **social media**, sparking tons of debate. The study really hammers home that we need real-world experimental data to gauge **AI**'s impact on productivity, not just self-reported stuff. 📉
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Paper Link: [METR Research Report](https://www.jiqizhixin.com/articles/2025-07-13-3)
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2. **Meta** and **NYU** have just unveiled some groundbreaking research, revealing a way to achieve "**selective forgetting**" in **large models** by precisely manipulating **Transformer attention heads**. 🧠💡 This "**AI Amnesia**" technique uses **SAMD** and **SAMI** to fine-tune **AI**'s knowledge storage like a mixing board. It's not just about deleting specific concepts, like "dogs bark," but also boosting math reasoning, adjusting safety modules, and even influencing visual model recognition! This breakthrough ushers in the "**editable era**" for **large models**, sparking fresh thinking about **AI explainability** and **safety boundaries**. ✨
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[Paper Link](https://www.arxiv.org/pdf/2506.17052)
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### **AI Product & Feature Updates**
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### Top Open-Source Projects
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1. **Commerce**, rocking **12,682 stars** ⭐️, is an open-source e-commerce platform built on **Next.js**. It's all about delivering high-performance e-commerce solutions. Want to dig deeper? Check out the [Project Link](https://github.com/vercel/commerce).
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2. **Goose**, with a cool **16,103 stars** ⭐️, is an extensible open-source **AI agent** 🤖. This clever bot leverages **Large Language Models (LLM)** to automate coding tasks like installation, execution, editing, and testing. For more functionalities, hit up the [Project Link](https://github.com/block/goose).
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3. **Cutlass**, boasting **7,885 stars** ⭐️, is a set of **CUDA templates** provided by **NVIDIA** ⚡. It's specially designed to supercharge linear algebra subroutines. Wanna know more? Just visit the [Project Link](https://github.com/NVIDIA/cutlass) for all the deets.
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4. **uBlock** is a super efficient ad blocker for both **Chromium** and **Firefox** 🚫. It's famous for being fast, lightweight, and boasts a whopping **55,554 stars**! ⭐️ Grab it here: [Project Link](https://github.com/gorhill/uBlock).
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1. Alibaba Cloud's Tongyi Qianwen Qwen Chat recently dropped a super practical **desktop client**, and guess what, the web version got a major upgrade too! Their goal? To be your go-to **AI sidekick**! 🥳 This new version doesn't just seriously polish the **user experience**, it also packs in a ton of new features like amazing **image generation**, efficient **web development**, deep **thinking modes**, and even more powerful **search** functions. Plus, the desktop version even supports **one-click MCP activation**, letting you seamlessly call it up. Seriously, how convenient is that?! ✨
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### **Cutting-Edge AI Research**
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1. Big news! 🚀 **Moonshot AI** recently rolled out and **open-sourced** their **Kimi K2 model**, built on a **MoE architecture**! This model is seriously crushing it when it comes to **coding prowess** and tackling tricky **Agentic tasks**, which is super impressive. 👏 The **Kimi K2 model** boasts an astonishing total parameter count of **1T**, and they've already open-sourced both the **Kimi-K2-Base** and **Kimi-K2-Instruct** versions at ['model address'](https://huggingface.co/collections/kimi-k2). On top of that, its API service is fully live, supporting a whopping **128K context window**, meaning it can handle longer, more complex conversations! 😮
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2. Whoa, this is unprecedented! 🤯 Stanford University just announced they'll be hosting the world's first "**Open Conference on Scientific AI Agents (Agents4Science 2025)**" in 2025. And here's the coolest part: the **first author of any submission must be an AI**, and the review process will also be mainly handled by **AI**! 🤖 This conference aims to transparently explore the future of **AI-driven scientific discovery** and gradually establish **attribution**, **verification**, and **ethical standards** for AI in scientific research. The conference is set for October 22, 2025, as a virtual online event. If you want to dive deeper, hit up the ['conference official website'](https://agents4science.stanford.edu)!
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3. 🎉 Awesome news! The AI security team from South China University of Technology's School of Computer Science, in collaboration with Johns Hopkins University and UC San Diego, just hit a major breakthrough in fending off **malicious poisoning attacks** in **federated learning**! They've introduced some seriously innovative defense methods called **FedID** and **Scope**. 👏 These research findings have been continuously published in **top-tier AI journal TPAMI 2025** and **top-tier cybersecurity journal TIFS 2025**, so their expertise is no joke! **FedID** can effectively detect malicious gradients through multiple metrics and dynamic weighting, while **Scope** cleverly uses dimension-wise normalization and differential scaling to expose and counter constrained backdoor dimensions, which massively boosts the **security and robustness** of **federated learning**! 🔒🛡️['paper address'](https://ieeexplore.ieee.org/document/11045524) ['code link'](https://github.com/siquanhuang/Multi-metrics_against_backdoors_in_FL)
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### **AI Industry Outlook & Social Impact**
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1. Big scoop! 🍉 Lu Liu and Allan Jabri, key OpenAI researchers who led the **GPT-4o image generation feature**, just announced they're jumping ship to Meta. Talk about a "talent exodus" in the AI world! 🚶♀️🚶♂️ This move not only highlights OpenAI's ongoing **talent drain crisis** since the Sam Altman dismissal saga, but it also clearly shows Meta is aggressively **poaching top talent** to fast-track its **superintelligence dream**, which will no doubt shake up the **competitive landscape** of the AI sphere! 💥
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### **TOP Open-Source Projects**
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1. **Google** made a move! They've rolled out an **open-source Python library** called "**GenAI Processors**," which aims to seriously simplify and standardize the development of **multimodal AI applications** based on the **Gemini large model** through a **structured**, **stream-based**, and **modular** approach. 💡 This library can break down complex tasks into reusable **Processor** units, supporting **real-time interaction** and **multimodal data processing**, making AI system building way more efficient and engineered! The code is already open-source at ['project address'](https://github.com/google/generative-ai-processors), so go check it out!
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2. **OpenTelemetry Go API and SDK** (opentelemetry-go) boasts an impressive **5886** stars! ✨ It hooks up Go developers with the **OpenTelemetry API and SDK**, designed to help everyone easily achieve **observability** for their Go applications, making code debugging and performance monitoring a breeze. For more deets, hit up: ['project address'](https://github.com/open-telemetry/opentelemetry-go)
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3. The **Graphiti** project snagged a whopping **12619** stars! 🌟 It's all about building **real-time knowledge graphs for AI agents**, which can seriously level up AI systems' **understanding and interaction capabilities**, making AI way "smarter"! 🤖 More deets: ['project address'](https://github.com/getzep/graphiti)
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4. With a solid **16933** stars, the **Pybind11** project is seriously awesome! 💫 It pulls off **seamless interoperability between C++11 and Python**, letting developers cleverly combine C++'s **high performance** with Python's **convenience**. It's like having your cake and eating it too! 🐟🐻 For more deets: ['project address'](https://github.com/pybind/pybind11)
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5. **uBlock Origin** is practically a must-have browser tool! It's a **highly efficient** and **lightweight content blocker** for both **Chromium** and **Firefox**, and get this, it's racked up an insane **55314** stars! 🌟 Its whole deal is to deliver a **fast**, clean user experience and kick annoying ads to the curb! ['project address'](https://github.com/gorhill/uBlock)
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6. Clocking in at 897 stars, **agentic-doc** is a Python library specifically for **agentic document extraction** from LandingAI, designed to streamline data processing and make document handling smarter and more efficient. 📚 ['project address'](https://github.com/landing-ai/agentic-doc)
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7. **90DaysOfCyberSecurity** (9384 stars) is an awesome **cybersecurity learning plan**! It dishes out a 90-day **structured learning path** covering a whole bunch of **core concepts** and **technical resources** like **Network+**, **Security+**, **Linux**, **Python**, **Traffic Analysis**, **Git**, **ELK**, **AWS**, **Azure**, and **Hacking**. 🔐 If you're looking to dive deep into cybersecurity, you absolutely can't miss this project! ['project address'](https://github.com/farhanashrafdev/90DaysOfCyberSecurity)
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### **Social Media Shares**
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1. Right now, AI models like **Claude Code** and other **agents** still tend to gobble up more **tokens** to boost their success rate – basically, the "dumb way" of trying repeatedly until they get it right. 😅 But get this, this seemingly "clumsy" strategy also hints that the real era of **AI efficiency** could be just around the corner, maybe in about half a year! 🤯 ['more details'](https://x.com/Yangyixxxx/status/1944029058171314602)
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2. Mind-blowing! 😲 **Kimi K2**'s open-sourcing has totally revealed the awesome power of the **MuonClip optimizer**! It's successfully pushed **LLM** training scale to the **trillion-parameter level** and achieved amazingly stable training on a whopping **15.5 trillion** tokens. This seriously flips our traditional understanding of large-scale model training on its head! 😱 It also signals that the AI industry's technical review mechanisms are subtly evolving, as we're moving from the "B era" straight into a confident "T era"! 🚀['more details'](https://x.com/op7418/status/1943993841402753123)
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3. So good! 🤯 **Kimi K2** is showing off some seriously powerful **frontend generation capabilities**! It can not only perfectly handle complex page logic and animations, but it can even easily step in for the **Claude Code** model, offering a cost-effective development experience with no risk of account bans! 👍 This no doubt fills a gap for domestic **open-source models** in terms of **engineering practicality**, completely rebuilding developers' confidence in **homegrown large models**! 💪['more details'](https://m.okjike.com/originalPosts/687203b9e81ba2a179da0925)
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4. XinZhiYuan shared an awesome blog post, highly recommended by **Karpathy**, that hammers home a key point: **AI** is an **engineer's capability amplifier**, but how well it works ultimately boils down to an engineer's solid **coding skills**, precise **prompts**, and good **software engineering practices**. 💻 👨💻 The article breaks down how to cleverly leverage AI to supercharge development, debugging, learning, documentation generation, and code review efficiency. It also re-examines software engineering principles in the AI era, especially emphasizing that **testing** is non-negotiable! 🤔 This really throws a tough question at all engineers, doesn't it?! ['more details'](https://x.com/hongming731/status/1943857272964493417)
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5. In his latest YC talk, **Andrew Ng** sharply pointed out that the key to successful **AI era entrepreneurship** is **execution speed**! 🚀 He reckons that thanks to **AI coding assistance**, prototype development speed can go up by more than tenfold. This means the startup bottleneck isn't tech implementation anymore, but has shifted to **product management** and the **user feedback loop**! 🔄 He also particularly stressed that truly grasping **AI building blocks** (like agent workflows, RAG, fine-tuning) is central to building a competitive edge. At the same time, Ng also called on everyone to be wary of overhyped narratives about **AI** dangers and to actively protect the **open-source ecosystem**. Seriously insightful stuff! 💡['more details'](https://x.com/hongming731/status/1943856893124129024)
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### Social Media Buzz
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1. A new **AI** "**time-travel**" photo generation trend has been blowing up on social media recently! Users are hopping onto **ChatGPT** or **Douyin** effects to upload their childhood pics and predict what they'll look like grown up. 📸👴👵 While the **AI**'s predictions are super fun, they're not always spot-on, sometimes showing "**AI hallucinations**" or just not meeting expectations. Still, as a cool entertainment app, it's totally crushing it in popularity and getting tons of people involved! 🤣
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[More Details](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247809745&idx=3&sn=b455da483fad293e9d2d03420bd824ee)
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2. **Yangyi** has observed something pretty cool: developers are already building **MultiAgent** systems based on **Claudecode**! 👨💻🔗 This system smartly manages contextual conversations via **Markdown** files, creating a neat **MVP** solution for parallel multi-agent processing right in **VSCode**. He's super hyped about this approach and guesses that with "24/7 non-stop engineers" on the job, the tech will mature really fast. Though, the nitty-gritty of cross-terminal hooks still needs some exploration. 💡
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<video src="https://video.twimg.com/amplify_video/1944391220429774848/vid/avc1/720x1278/6kwmHQRYTz9RcIkt.mp4?tag=14" controls="controls" width="100%"></video>
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3. **Orange.ai** has pointed out that **Claude Code** is compatible with the **Kimi K2 model**! 🤝 This totally proves that **Claude's Agent** architecture is universal and can work with any **large model**, including **Gemini** and **Grok**. It really highlights that users, not the large model companies, get to choose which models they use. More deets here: [https://x.com/oran_ge/status/1944363643841232959](https://x.com/oran_ge/status/1944363643841232959)
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4. **Guizang** (guizang.ai) is stoked! 🥳🎉 They're using **Kimi K2** to whip up a complete component library and have successfully generated some incredibly smooth, interactive product onboarding components for backend products. This is a massive contrast to the painful experiences of developing such components in the past. Guizang also showed off how **Kimi K2** can generate fantastic frontend components with just simple prompts. 🤩 More details here: [https://x.com/op7418/status/1944357497952678058](https://x.com/op7418/status/1944357497952678058)
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<video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/07/news_01k0265apbepq80ske6cw13dke.mp4" controls="controls" width="100%"></video>
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<video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/07/news_01k0265ez2fhdaefrr0q637b8c.mp4" controls="controls" width="100%"></video>
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<video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/07/news_01k0265pg2fj5vg82myj37zc8j.mp4" controls="controls" width="100%"></video>
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5. **Sam (OpenAI)** has reportedly delayed the release of an upcoming open-source model 🤫. According to **K2 (Yuchen Jin)**, it wasn't because of **Kimi**. Nope, the real reason is that this powerful model, despite having parameters far less than 1T, hit a snag – a "ridiculous" or "rookie" error was discovered right before launch, causing the postponement. Talk about a facepalm moment! 🤦♀️ [More Details](https://x.com/op7418/status/1944254013408784624)
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6. **Yangyi** just dropped a demo of a **100% code project** entirely generated by **AI (Claude)** in just **6 hours**! 🚀 This really hammers home **AI**'s powerful processing capabilities in non-cutting-edge fields. He points out that once **AI** drastically boosts productivity, the scramble for traffic will intensify. So, human-AI collaborative automated systems need to jump in and seize the market fast, creating assets with serious leverage. 🔥 Check it out: [More Details](https://x.com/Yangyixxxx/status/1944252584950374435)
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---
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## **Listen to the Voice Version of AI Daily**
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## **Tune In to the AI Daily Voice Edition**
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| 🎙️ **Xiaoyuzhou (Podcast)** | 📹 **Douyin (TikTok)** |
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| 🎙️ **Podcast Platform** | 📹 **Douyin** |
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| --- | --- |
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| [来生小酒馆](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
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|  |  |
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| [Lai Sheng Little Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
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|  |  |
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