119 lines
16 KiB
Markdown
119 lines
16 KiB
Markdown
---
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linkTitle: AI Daily
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title: AI Daily-AI资讯日报
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breadcrumbs: false
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next: /en/2025-07/2025-07-30
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description: Your daily source for curated AI news, practical tools, and actionable
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tutorials to master Artificial Intelligence;
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cascade:
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type: docs
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---
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## AI News Daily 2025/7/31
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> `AI Daily Report` | `Morning 8 AM Updates` | `Web Data Aggregation` | `Frontier Scientific Exploration` | `Industry Voices` | `Open Source Innovation Power` | `AI and Human Future` | [Visit Web Version↗️](https://ai.hubtoday.app/)
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### **Today's Summary**
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```
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ChatGPT launches guided learning mode; Google NotebookLM can generate videos from notes.
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Alibaba releases efficient open-source model Qwen3-30B; AMD processors support large model local execution.
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Competition in AI video generation intensifies; Chinese large models excel on open-source community leaderboards.
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Zhipu AI's low-price strategy accelerates token commoditization; AI-assisted programming also brings new challenges.
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Frontier research explores AI motion understanding and stronger reasoning frameworks, pushing AI from imitation towards deep cognition.
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```
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### AI Product & Feature Updates
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1. **OpenAI** has rolled out "**Study Mode**" for **ChatGPT**. This powerful feature, now fully accessible to free users, transforms AI from a direct answer-giving "straight-A student" into a patient, guiding tutor, making personalized education readily available. Dramatically, its complete [AI News: System Prompt Quickly Cracked by Netizens](https://baoyu.io/blog/chatgpt-study-mode-prompt) has been swiftly deciphered by netizens, offering a glimpse into the secrets of AI's "teaching according to aptitude." ✨
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<br/><br/>
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2. **Google's** AI note-taking app, **NotebookLM**, now features a "**Video Overview**" function – it's practically a study tool for the lazy! Once users upload their materials, the AI automatically generates short videos with narration, transforming complex concepts into vibrant audiovisual feasts. While currently English-only, [Google Has Promised Future Multilingual Support](https://autoproxy.justlikemaki.vip/?pp=https://pic.chinaz.com/video/2025/0730/6388946325488003752511802.mp4), making the learning revolution brought by AI something to look forward to.
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<br/> </video>
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3. The **Alibaba Tongyi Qianwen** team has pulled off a "four ounces against a thousand pounds" feat, releasing their latest open-source model, **Qwen3-30B-A3B-Instruct-2507**. This model, activating only **3 billion** parameters, can challenge closed-source giants like **GPT-4o** in core capabilities such as mathematics and code. This achievement paves a new path for low-cost deployment of AI applications, and the model is already [Fully Open-Sourced on ModelScope and HuggingFace - AI News](https://autoproxy.justlikemaki.vip/?pp=https://pic.chinaz.com/2025/0730/2025073009361792310.jpg).
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<br/><br/>
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4. **Xiaomi Auto**, while pushing out its **end-to-end assisted driving** system update, promptly issued a "reality check." The official statement solemnly emphasized that assisted driving, at this stage, is absolutely not autonomous driving, and technological advancements cannot replace human vigilance. This declaration reminds all car owners to remain focused and responsible for safety at all times, which is precisely the industry responsibility focus of this **AI News** edition.
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<br/><br/>
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### AI Frontier Research
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1. A new research paper, titled [MOVE: Motion-Guided Few-Shot Video Object Segmentation](https://arxiv.org/abs/2507.22061), has unveiled a major blind spot in AI vision. Researchers created the **MOVE** dataset specifically to test AI's ability to identify objects based on their motion patterns, revealing that top models generally performed poorly. This study exposes AI's "dynamic visual agnosia" and points to a new direction for future research, a technical frontier continuously tracked by **AI News**.
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2. The **JAX** framework is becoming the crucial "adhesive" connecting AI and robot control, making it no longer a sci-fi plot. Google developers revealed that JAX cleverly links traditional **model control** theory with cutting-edge **deep learning** techniques, enabling efficient optimal control. This signals the dawn of a new era where future robots will possess stronger autonomous decision-making capabilities. [Learn How JAX Empowers Robots with Intelligence - AI News](https://developers.googleblog.com/en/a-roboticis…).
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3. **Graph-R1**, a new paradigm in Retrieval-Augmented Generation (RAG), cleverly integrates three major technologies: **agents**, **graph RAG**, and **reinforcement learning**. This triune architecture indicates that RAG technology is poised to move from mere information retrieval to deeper levels of reasoning and decision-making, offering more powerful [New Ideas (AI News)](https://x.com/omarsar0/status/1950560017863831903) for solving complex problems.
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<br/><br/>
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### AI Industry Outlook & Social Impact
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1. **AMD** is making running billion-parameter models locally a reality, transforming PCs into AI workstations! Its **Ryzen AI Max+ 395** processor now supports running massive models with up to **128 billion** parameters directly on your machine. 🤯 Thanks to its unique **Mixture of Experts (MoE)** mode, expensive server tasks can now be achieved on a mini PC, significantly lowering the [Barrier for High-End AI Applications - AI News](https://autoproxy.justlikemaki.vip/?pp=https://pic.chinaz.com/2025/0730/2025073014315619710.jpg).
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2. **Zhipu AI's** low-price strategy, offering "one trillion tokens for just 50 yuan," has one developer exclaiming, "I've never fought a war with such abundant resources!" This [Anecdote (AI News)](https://x.com/oran_ge/status/1950337303156506998) vividly reflects the fierce "price war" in the AI model market, where giants are pushing costs to their limits. While this is great news for developers, it also signals a brutal industry shake-up ahead.
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3. **HuggingFace's** authoritative ranking recently saw a "leaderboard massacre," with nine out of the top ten models hailing from China! 🏆 This overwhelming dominance has sparked widespread discussion within the community, showcasing China's concentrated AI technological prowess and signaling its rapid [Influence in the Open-Source AI Ecosystem is Rapidly Rising - AI News](https://x.com/oran_ge/status/1950501906448892274) globally.
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4. A Reddit user poses a thought-provoking [Viewpoint (AI News)](https://www.reddit.com/r/artificial/comments/1md7uu9/what_would_happen_if_ais_start_reverse/): When AI begins "reverse-engineering" humans, what should we be wary of? AI deconstructing our thoughts and emotions might not be for imitation, but for surpassing us. This reminds us that the ultimate question of AI development could be the philosophical challenge of coexisting with a potentially superior intelligence. 🤔
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5. AI-assisted programming: Is it a sweet blessing or a bitter pill? One developer contributed over **20,000 lines** of "Vibe Coding" to an open-source project, yet left project maintainers in an [Amusingly Frustrating Situation](https://x.com/dotey/status/1950436035248177586) 😂. This interesting case reveals new challenges that AI-assisted development brings in terms of collaboration and code quality control, a key focus for **AI News**.
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<br/><br/>
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### Open Source TOP Projects
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1. **Alibaba Tongyi Lab's** open-source [WebAgent - AI News](https://github.com/Alibaba-NLP/WebAgent) project acts like a super-powered intelligent web surfer. It can autonomously search for information and execute tasks on the internet, sketching out the blueprint for the next generation of intelligent search.
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2. The **Outline** project, boasting over **33k** stars on GitHub, is dedicated to becoming "the fastest knowledge base for growing teams." Still struggling with team knowledge management? This project offers a beautiful interface and supports real-time collaboration, making it an ideal choice for building your team's knowledge system; its developments are a key focus for **AI News**.
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3. **Focalboard**, with over **24k** stars, is definitely worth checking out if you're looking for a self-hostable project management tool. It perfectly replicates the core functionalities of Trello and Notion, allowing you to keep your project data firmly in your own hands and achieve true "data freedom."
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4. The **Prompt-Optimizer**, an open-source project with over **11k** stars, is your private optimization master when it comes to writing high-quality prompts—a key to harnessing large models. It helps you refine your prompts, enabling AI to better understand your intent and generate more stunning results. [Prompt-Optimizer - AI News](https://github.com/linshenkx/prompt-optimizer).
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5. **LMCache**, addressing slow inference speeds in large models, offers an ultra-fast **KV cache layer** to resolve performance bottlenecks. It acts like a "turbocharger," significantly boosting the response speed of LLM applications and enhancing user experience. Why not give [LMCache - AI News](https://github.com/LMCache/LMCache) a try if your large model inference is slow?
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### Social Media Shares
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1. **Kling**, Kuaishou's video generation model, has received a major upgrade, with results described as "wild"! 🔥 User shares show the new version has made qualitative leaps in **facial clarity**, **lighting**, and **motion fluidity**. This marks another evolution in productivity tools for content creators, strongly recommended in this **AI News** edition.
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<br/> <video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/07/news_01k1e386n8fpma1rt94gjpk9fk.mp4" controls="controls" width="100%"></video>
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2. **Runway's** latest model, **Aleph**, a video editing tool, is now available to some users, and judging from the first batch of leaked [Experience Videos - AI News](https://x.com/op7418/status/1950401823468335213), its effects are "ridiculously powerful." It seems Runway wasn't exaggerating this time; Aleph's performance might just set a new industry benchmark again.
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<br/> <video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/07/news_01k1e39chffkvsxcp9y2ge21z3.mp4" controls="controls" width="100%"></video>
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3. **AI programming**: Can you truly "code as you think"? One blogger shared the ultimate solution for "**Vibe Coding**" using **Trickle AI**. This [AI News: Mega-Resource](https://weibo.com/6182606334/PDvTtcWTQ) meticulously breaks down how to build a fully functional information aggregation website in just one afternoon and for only $6.
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4. Clear planning is the core secret to effective AI coding. Want AI to help you write code efficiently? Before letting AI start, take the time to write clear **requirement specifications (spec)** and provide rich context. Remember, [Clear Planning - AI News](https://x.com/shao__meng/status/1950460935484956965) is key to efficient collaboration; AI is your co-pilot, not the autonomous driver.
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<br/><br/>
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5. Role-playing prompts like "You are an XX expert" actually work, and it's quite scientific! This isn't mysticism but an effective **probabilistic guidance**, instructing AI to prioritize retrieving "high-quality" information relevant to that role. So, [next time you write a prompt, don't forget to give your AI a clear role - AI News](https://x.com/dotey/status/1950403266849771848).
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6. **Trickle AI's** system prompt, following OpenAI's, has also been unearthed, sparking heated discussion over its "tool-driven, mandatory execution" design philosophy. Is this "no-nonsense" [Execution Style - AI News](https://x.com/vista8/status/1950431463314509914) the future form of AI Agents, or does it stray from the original intention of "intelligence"?
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<br/> <video src="https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/images/2025/07/news_01k1e3abtafea80wjcdz5dhfbw.mp4" controls="controls" width="100%"></video>
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7. The "copy first, then surpass" methodology is a simple yet extremely effective approach if your content isn't gaining traction. Start by replicating viral content from top creators, and once your fundamentals are solid, delve into user needs for secondary creation, gradually building your own style. This [Practical Guide - AI News](https://x.com/Yangyixxxx/status/1950523164070736299) points content creators toward a clear path for advancement.
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8. Building truly "reliable" AI agents: How is it done? A seasoned developer posed this soul-searching question on Reddit, exposing the vast chasm between tutorials and the real world. This [Post - AI News](https://www.reddit.com/r/artificial/comments/1mcyizl/how_is_everyone_else_building_agents/) calls upon the community for "secret tips" not found in tutorials, sparking a deep discussion on how to build highly reliable AI.
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## **AI Product Spotlight: [GeminiCli2API ↗️](https://github.com/justlovemaki/Gemini-CLI-2-API)**
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**Gemini-CLI-2-API** is your ultimate solution if you're tired of switching between various AI models and being shackled by annoying API rate limits! 🎉 This isn't just an ordinary API proxy; it's a magic box that transforms tools like Gemini CLI and Kiro client into powerful OpenAI-compatible APIs.
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This project's core appeal lies in its "reverse thinking" and powerful features:
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✨ **Transforming clients into APIs to unlock new possibilities**: We ingeniously leverage Gemini CLI's OAuth login, allowing you to easily bypass the rate and quota limits of official free APIs. Even more excitingly, by encapsulating Kiro client's interfaces, we've successfully "cracked" its API, enabling you to smoothly call the powerful Claude model for free! This provides you with an "economical and practical solution for programming development using free Claude API plus Claude Code."
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🔧 **System Prompts, under your control**: Want to make AI more obedient? We offer powerful System Prompt management functionality. You can easily **extract, overwrite, or append** system prompts in any request, finely tuning AI's behavior on the server side without modifying client code.
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💡 **Top-tier experience, budget-friendly cost**: Imagine using the Kilo code assistant in your editor, coupled with Cursor's efficient prompts, and then pairing them with any top-tier large model—why use Cursor when you have this? This project enables you to combine a development experience comparable to paid tools at an extremely low cost. It also supports MCP protocol and multimodal inputs like images and documents, ensuring your creativity is never limited.
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Say goodbye to cumbersome configurations and hefty bills, and embrace this new AI development paradigm that's free, powerful, and flexible!
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---
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## **Listen to the AI Daily Voice Version**
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| 🎙️ **Rebirth Tavern** | 📹 **Douyin** |
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| --- | --- |
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| [Rebirth Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
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