75 lines
14 KiB
Markdown
75 lines
14 KiB
Markdown
---
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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/2025-07/2025-07-11
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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;Google Firebase Studio 🚀✨ just rolled out a big update,
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introducing a flexible Agent mode powered by Gemini 2.5 (including Ask, Agent, and
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Agent Auto-run). Plus, there's a sneak peek at Model Context Protocol (MCP) and
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Gemini CLI integration support, all aimed at giving developers a super indepen...
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cascade:
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type: docs
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---
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## Daily AI Insights 2025/7/12
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> `AI Daily` | `Morning Update` | `All-Web Data Roundup` | `Frontier Science Deep Dive` | `Industry Unfiltered` | `Open Source Innovation Power` | `AI & Our Human Future` | [Visit Web Version↗️](https://ai.hubtoday.app/)
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### **AI Content Summary**
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```
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Google Firebase rolls out Gemini Agent mode, Mafengwo's AI Itinerary offers smart travel.
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Zhipu AI launches free smart PPT tool, Higgsfield AI releases virtual avatar system.
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Cutting-edge AI research boosts computing performance, industry focuses on AI efficiency and market growth.
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```
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### AI Product & Feature Updates
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1. Google **Firebase Studio** 🚀✨ just rolled out a big update, introducing a flexible **Agent mode** powered by **Gemini 2.5** (including Ask, Agent, and Agent Auto-run). Plus, there's a sneak peek at **Model Context Protocol (MCP)** and **Gemini CLI** integration support, all aimed at giving developers a super independent AI-assisted coding and app development experience. These new features guide AI behavior by defining rule files, let developers customize AI workflows, and have already rocked it in real-world projects like hydrogen economy platforms, fashion styling systems, Pokémon card management, and architectural design visualization tools.
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx27tcaegcsbyh2ctwztcgx.jpeg) <br/>
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2. **Mafengwo** 🗺️🤖✈️ has officially opened up its super personalized travel guide product, "**AI Itinerary**," to all users. At the same time, its **AI Travel Assistant**, "**AI Little Ant**," has launched practical features like "**AI Japan Restaurant Booking**," "**Menu Photo Recognition**," and "**Multi-language Real-time Translation**" (supporting 7 languages). The goal is to give users a fully smart, end-to-end self-guided international travel experience, from planning trips to destination services. **AI Itinerary** pioneers a "proactive questioning - demand calibration - precise generation" model, while **AI Little Ant**'s new features can handle restaurant bookings and menu translations (with actual food pics!) without users even needing to chat.
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx27w68fc69zk5emktx20pv.jpeg) <br/>
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3. **Zhipu AI** rolled out **AI Slides** 👩💻✨🎉 on July 10, 2025. It's a **smart PPT generation tool** based on their experimental model, **GLM-Experimental**. Users just need to input a topic or upload a document to **get a professional-grade PPT generated for free with one click**. It quickly sparked buzz on social media for seriously boosting **work efficiency**, earning it the nickname "work efficiency game-changer." More info: ['https://chat.z.ai/'](https://chat.z.ai/)
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx27y32e50szhk6stxzrmkh.jpeg) <br/>
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4. **Higgsfield AI** officially launched **Soul ID** 📸✨🤩, a **personalized virtual avatar generation system** that lets you **instantly transform** by uploading just 10 photos. It quickly went viral across global **social media**. This tool can really nail users' actual looks and vibes and offers over 60 style presets. It's been hailed as cutting-edge tech that's "**redefining our digital selves**," and some features are **free to try**. More info: ['https://higgsfield.ai/'](https://higgsfield.ai/)
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx280jyf9wb91w0gn21rqbm.jpeg) <br/>
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### Cutting-Edge AI Research
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1. **Tri Dao**, co-creator of **Flash Attention**, teamed up with a Princeton University Ph.D. student to roll out the **QuACK** kernel library ⚡️🚀. Developed using just **Python** and **CuTe-DSL**, it clocks in 33%-50% faster on **H100** GPUs than existing PyTorch libraries. This innovation optimizes **memory-intensive kernel** performance without needing traditional CUDA code, sparking widespread buzz in the industry. Plus, there's a detailed tutorial for developers.
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx282tdej6rdyg0yv9e1bfz.jpeg) <br/>
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2. To fully size up **visual foundational reasoning** capabilities, researchers introduced the diagnostic benchmark **TreeBench** 🧠📊. They found that current models still hit roadblocks in **visual perception** and **second-order reasoning** in complex scenarios. To tackle this, they brought in the **TreeVGR** training paradigm, which supercharged performance by combining localization and reasoning through reinforcement learning, proving that **traceability** is key to pushing this field forward. ['Paper Link'](https://arxiv.org/abs/2507.07999)
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3. This research explores the possibility of pre-trained **large language models** 🔬🧠📈 achieving a **depth-adaptive** architecture by dynamically skipping or repeating layers during testing. The study found that this method not only seriously boosts **inference efficiency** but also nails the accuracy for samples that were previously mispredicted, revealing the limitations of fixed model architectures. ['Paper Link'](https://arxiv.org/abs/2507.07996)
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### AI Industry Outlook & Social Impact
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1. General AI agent company **Manus AI** 🇨🇳➡️🇸🇬🤔 recently tweaked its **China operations**, including some **layoffs** and moving **core technical staff** to its **Singapore HQ**. Currently, its official website shows "Not available in your region," and its Chinese social media accounts have been wiped clean, signaling that **Manus** is making some serious shifts to its **China market strategy**.
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### Top Open-Source Projects
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1. **genai-toolbox** 🌟💻 is an **open-source MCP server** for databases, designed to tackle database-related issues. This project has snagged **5,392 stars**. Check it out here: ['Project Link'](https://github.com/googleapis/genai-toolbox).
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2. **googletest** ✅⚙️ is Google's **testing and mocking framework**, built to help developers test software more efficiently. It's racked up **36,323 stars**. Dive in here: ['Project Link'](https://github.com/google/googletest).
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3. **authentik** 🔐🔗 is an **authentication solution** designed to simplify **identity management**, described as "the authentication glue you need." It's pulled in **16,983 stars**. Get the lowdown here: ['Project Link'](https://github.com/goauthentik/authentik).
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4. The **agentic-doc** project 📄🤖 (which scored **767 stars**) is a Python library focused on **agentic document extraction** from the **LandingAI** platform. ['Project Link'](https://github.com/landing-ai/agentic-doc)
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5. The **flexile** project 💰✨ (with **565 stars**) aims to massively simplify the **contractor payment** process, making it super easy and convenient. ['Project Link'](https://github.com/antiwork/flexile)
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### Social Media Buzz
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1. Blogger wwwgoubuli shared their wild ride completing an urgent task that needed a personal briefing to the chairman, all in just 5 hours before the 4 PM deadline 🤯🚀. They were blown away, saying even with **GitHub Copilot** back in the day, this level of efficiency was unthinkable, highlighting the massive boost **AI-powered** tools give to **work productivity**. ['More Details'](https://x.com/wwwgoubuli/status/1943616215542325613)
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2. The AI Toolbox from blogger Guizang shared the **AI prompts** they've put together 🎨🎬✨ for **one-click generation** of stunning **dynamic PPT cover videos** in **AI tools** like **Lovart** and Xingliu Agent. These prompts can whip up sleek, elegant **dynamic PPT backgrounds** with glass panel effects and looping blue gradient animations. Check it out here: ['More Details'](https://weibo.com/6182606334/PACAsCWwf)
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3. Wang Mo pointed out that **Cursor** is highly regarded abroad, with users happily paying up, but folks in China are all about **exploiting bugs** to snag **free lifetime memberships** 🤔💸🌍. This unique **startup vibe** made them say straight up that if they were to start a business, they'd prioritize **overseas markets**. ['More Details'](https://m.okjike.com/originalPosts/6870d859a9ac225444152438)
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4. Xiangyang Qiaomu couldn't stop gushing about **Claude Code**'s **insane** capabilities 🤩💻🔥. With just one prompt, it whipped up a **web scraper** in a mere four minutes that grabs **Paul Graham's articles** and turns them into **epub e-books**.
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx285hze16aktejtgqgey7a.jpeg) <br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx289b7eecs6dyjxdcbm9y6.jpeg) <br/> ['More Details'](https://x.com/vista8/status/1943547771568689502)
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5. Baoyu likened **writing code** to raising kids 👨💻👶💔, sharply pointing out that developers shouldn't just "birth" code without "nurturing" it. Neglecting to **maintain** code after a session of **Vibe Coding** is just like being an irresponsible "**scumbag**." ['More Details'](https://x.com/dotey/status/1943545932487725269)
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6. Baoyu explained the nitty-gritty of **Large Language Models (LLMs)** in an easy-to-digest way 💡🤓📖, pointing out that their core essence is predicting the next word based on **conditional probability**. They then thoroughly broke down how the concept of **Temperature** impacts the **diversity and creativity** of generated content. This breakdown aims to help readers grasp the LLM prediction mechanism and the key to its flexible output generation.
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx28c97ffyva80r5hqya4c6.jpeg) <br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx28evnepebfc0fdfs24fja.jpeg) <br/> ['More Details'](https://baoyu.io/translations/how-llms-work-explained-clearly)
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7. DeepLearning.AI dropped the latest issue of its weekly digest, "The Batch" 🗞️🤖🐝, where Andrew Ng chats about how the US is shaping **AI regulation** through legislation. It covers everything from how **Anthropic researchers** got LLMs to extort, to **AI beehives** keeping bees healthy, **Walmart** building cloud and model-agnostic AI application platforms, and generating large datasets to train **web agents**. This digest offers broad insights and the latest happenings in the **AI space**.
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx28hq8ec08zby891gevtvx.jpeg) <br/> ['More Details'](https://hubs.la/Q03wLbTb0)
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8. Microsoft Research AI for Science unveiled **BioEmu** 🔬🧬✨ in the journal *Science*. This is a **generative deep learning method** designed to emulate **protein equilibrium ensembles**, which is super crucial for understanding **protein function** at scale. This groundbreaking research offers a fresh tool to dive deep into protein behavior. ['More Details'](https://msft.it/6010S7T8n)
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9. Guizang (guizang.ai) busted out the exciting news 🥳🏆💰 that YouWare is hosting an **AI App Challenge**! They're inviting developers to build AI apps using new **MCP tools** for a sweet **prize pool** of up to **$2,300** (cash + YouWare points). Submissions close on July 20, 2025. More info: ['More Details'](https://x.com/op7418/status/1943359656061210703)
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<br/> [](https://cdn.jsdmirror.com/gh/justlovemaki/imagehub@main/assets/2025/07/news_01jzx28p97fyb9hy61knst36jh.jpeg) <br/>
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---
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## **Listen to the Audio Version of the AI Daily Brief**
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| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
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| --- | --- |
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| [Next Life Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Official Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
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