---
linkTitle: 07-12-Daily
title: 07-12-Daily AI News Daily
weight: 19
breadcrumbs: false
comments: true
description: Google Firebase Studio just got a huge upgrade! ✨ This major update introduces
  a super flexible Agent mode, powered by Gemini 2.5, which includes Ask, Agent,...
---
## AI Insights Daily 2025/7/12

> AI Daily | Morning Update | All-Network Data Aggregation | Cutting-Edge Scientific Exploration | Industry Voices | Open-Source Innovation | AI and the Future of Humanity | [Access Web Version](https://ai.hubtoday.app/)

### **AI Content Summary**

Google Firebase introduces Gemini Agent mode, while Mafengwo AI Travel Planner offers smart travel solutions.
Zhipu AI launches a free smart PPT tool, and Higgsfield AI releases its virtual avatar system.
Cutting-edge AI research boosts computing performance, and the industry focuses on AI efficiency and market development.

### AI Product & Feature Updates
1.  Google Firebase Studio just got a huge upgrade! ✨ This major update introduces a super flexible **Agent mode**, powered by **Gemini 2.5**, which includes Ask, Agent, and Agent Auto-run functionalities. Plus, it’s rolling out preview support for **Model Context Protocol (MCP)** and **Gemini CLI** integration. All these goodies are designed to give developers a highly autonomous AI-assisted coding and app development experience. How cool is that? 🤩 These fresh features guide AI behavior through rule files and let devs customize AI workflows, already rocking real-world projects like hydrogen economy platforms, fashion styling systems, Pokémon card management, and architectural design visualization tools.
    <br/> ![Firebase Studio Update](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022jqa3e53vfa9wnewn1rg6.avif) <br/>
2.  Mafengwo is officially rolling out some seriously cool stuff to all users! ✈️ Their deep personalized itinerary customization product, "**AI Travel Planner**," is now available, and their **AI Travel Assistant**, "**AI Xiaoma**," has simultaneously launched super handy features like "**AI Japan Restaurant Booking**," "**Menu Photo Recognition**," and "**Multi-language Real-time Translation**" (supporting 7 languages). The whole aim here is to give users a full-link intelligent outbound free travel experience, from planning trips to on-the-ground services. **AI Travel Planner** kicks things off with its unique "Proactive Questioning-Demand Calibration-Precise Generation" model, while **AI Xiaoma's** new functionalities handle restaurant bookings without user involvement and provide menu translations with actual food images. Talk about convenience! 🤯
    <br/> ![Mafengwo AI Travel Assistant](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022jswcfdks3mjptdxeefth.avif) <br/>
3.  Zhipu AI just dropped something awesome on July 10, 2025: **AI Slides**! 👩‍💻✨ This bad boy is a smart PPT generation tool built on their experimental **GLM-Experimental** model. Users can churn out professional-grade PPTs with just a theme input or document upload, all for free and with a single click. It's been dubbed an "office efficiency godsend" and quickly became a hot topic on social media because of its huge boost to productivity. Wanna know more? Check it out here: ['https://chat.z.ai/'](https://chat.z.ai/)
    <br/> ![Zhipu AI Slides Demo](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022jvnxecxvf90nme5nkxvk.avif) <br/>
4.  Higgsfield AI has officially unleashed **Soul ID**! 📸✨ This personal virtual avatar generation system lets you transform 10 uploaded photos into high-fashion masterpieces in seconds, and it’s already blowing up on social media worldwide. This tool is pretty mind-blowing, faithfully restoring users' real appearance and vibe, plus offering over 60 preset styles. It's being hailed as "redefining the digital self," with some features even available for a free spin. Get the full scoop: ['https://higgsfield.ai/'](https://higgsfield.ai/)
    <br/> ![Higgsfield AI Product Image](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022jx35fkd8m06dffajc3ws.avif) <br/>

### Cutting-Edge AI Research
1.  Tri Dao, the co-author of **Flash Attention**, teamed up with Princeton University PhD students to drop the **QuACK kernel library**! ⚡️🚀 Developed solely with Python and CuTe-DSL, this bad boy achieves a whopping 33%-50% speed boost on H100 GPUs compared to existing PyTorch libraries. This innovation is seriously turning heads in the industry because it optimizes memory-intensive kernel performance without needing traditional CUDA code. And get this: they've even provided detailed tutorials for developers to dive right in. How awesome is that?
    <br/> ![QuACK Kernel Library](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022jya3e2ea8dqcrftavwht.avif) <br/>
2.  Researchers dropped **TreeBench** 🧠📊, a diagnostic benchmark, to get a full handle on **visual foundational reasoning** capabilities. What they found? Existing models still struggle with visual perception and second-order reasoning in complex scenarios. To tackle this, they introduced the **TreeVGR** training paradigm, which combines localization and reasoning via reinforcement learning. This seriously boosted performance, proving that **traceability** is the real game-changer for pushing this field forward. You can check out the paper here: [Paper Address](https://arxiv.org/abs/2507.07999)
3.  This research dives deep 🔬🧠📈 into the wild idea of **pre-trained large language models (LLMs)** getting **depth-adaptive architectures** by dynamically skipping or repeating layers during testing. What's the big takeaway? This method doesn't just supercharge **inference efficiency**; it also cranks up the accuracy for samples that were initially predicted incorrectly. Basically, it's shaking up what we thought were the limits of fixed model architectures. Want the full lowdown? Find the paper here: [Paper Address](https://arxiv.org/abs/2507.07996)

### AI Industry Outlook & Social Impact
1.  Manus AI, the general AI agent company, recently shook things up with its China operations. 🇨🇳➡️🇸🇬🤔 We're talking about some layoffs and moving core technical staff to their Singapore HQ. Right now, their official website screams "Not available in your region," and their Chinese social media accounts are wiped clean. This pretty clearly signals that Manus is making some *major* adjustments to its China market strategy. Big moves happening! 🤯

### Top Open-Source Projects
1.  **genai-toolbox** 🌟💻: This open-source MCP server for databases aims to solve database-related issues. It’s raked in **5,392 stars**! Get more deets here: [Project Address](https://github.com/googleapis/genai-toolbox)
2.  **googletest** ✅⚙️: Google’s go-to testing and mocking framework is all about helping developers test software more efficiently. This project is huge, boasting **36,323 stars**! Find out more here: [Project Address](https://github.com/google/googletest)
3.  **authentik** 🔐🔗: This authentication solution is designed to simplify identity management and is perfectly described as "the authentication glue you need." It's got **16,983 stars**! Dive in here: [Project Address](https://github.com/goauthentik/authentik)
4.  **agentic-doc** 📄🤖: This Python library, with **767 stars**, focuses on **agentic document extraction** from the **LandingAI** platform. Check it out: [Project Address](https://github.com/landing-ai/agentic-doc)
5.  **flexile** 💰✨: This project, with **565 stars**, aims to seriously simplify the **contractor payment** process, making it super easy and convenient. Get the deets: [Project Address](https://github.com/antiwork/flexile)

### Social Media Shares
1.  Blogger wwwgoubuli shared a wild story: 🤯🚀 he managed to complete an urgent task that required a direct report to the chairman in just 5 hours, finishing before the 4 PM deadline! He marveled that even with **GitHub Copilot** before, this level of efficiency was unimaginable, highlighting the massive boost AI-assisted tools bring to productivity. Wanna see the full post? [More Details](https://x.com/wwwgoubuli/status/1943616215542325613)
2.  Blogger Guizang's AI Toolbox dropped some killer **AI prompts** 🎨🎬✨ she put together for generating stunning animated PPT cover videos with just one click in AI tools like Lovart and Xingliu Agent. These prompts let you create dynamic PPT backgrounds that are minimalist, elegant, with cool glass panel effects and looping blue gradient animations. Go check it out! [More Details](https://weibo.com/6182606334/PACAsCWwf)
3.  Wang Mo pointed out something interesting: 🤔💸🌍 **Cursor** is super popular abroad, with users happily paying up, but domestic users here are all about exploiting bugs to snag free lifetime memberships. This unique entrepreneurial environment made him frankly state that if he were to start a business, he'd prioritize overseas markets. Food for thought! [More Details](https://m.okjike.com/originalPosts/6870d859a9ac225444152438)
4.  Xiangyang Qiaomu is absolutely raving about the sheer power of **Claude Code**! 🤩💻🔥 With just one prompt, it whipped up a web crawler to snag Paul Graham's articles and turn them into an EPUB e-book in a mere four minutes. That's insane efficiency!
    <br/> ![Claude Code Demo 1](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022k08ffjyrfnpcf20erdy3.avif) <br/> ![Claude Code Demo 2](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k025c1yefg9r3bsktwpk6y8z.avif) <br/> [More Details](https://x.com/vista8/status/1943547771568689502)
5.  Baoyu dropped some real talk, likening writing code to raising kids 👨‍💻👶💔. He sharply pointed out that developers shouldn't just "birth" code without "nurturing" it. Not maintaining code after "Vibe Coding" is basically like being an irresponsible "scumbag." Ouch! [More Details](https://x.com/dotey/status/1943545932487725269)
6.  Baoyu broke down the operating principles of **Large Language Models (LLMs)** in a super easy-to-understand way! 💡🤓📖 He highlighted that at their core, LLMs predict the next word based on conditional probability. He also dove deep into how the concept of **Temperature** influences the diversity and creativity of the generated content. This share is all about helping readers grasp the LLM prediction mechanism and the key to its flexible outputs. Super insightful! ✨
    <br/> ![LLM Operating Principle Diagram](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022k880ek9831t27khjn7mr.avif) <br/> ![LLM Temperature Parameter Diagram](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022kav7eqc9zj85y4rqy91s.avif) <br/> [More Details](https://baoyu.io/translations/how-llms-work-explained-clearly)
7.  DeepLearning.AI just dropped the latest issue of their "The Batch" weekly report! 🗞️🤖🐝 In it, Andrew Ng dishes on how the U.S. is shaping AI regulation through legislation. The report also covers how Anthropic researchers made LLMs commit extortion (yikes!), AI beehives maintaining bee health, Walmart building a cloud- and model-agnostic AI application platform, and generating large datasets to train web agents. This weekly report seriously packs a punch with broad insights and the latest happenings in the AI world. Must-read stuff! 🔥
    <br/> ![DeepLearning.AI Weekly Report Cover](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022kc74ejzba7h18c1tyybs.avif) <br/> [More Details](https://hubs.la/Q03wLbTb0)
8.  Microsoft Research AI for Science just published **BioEmu** 🔬🧬✨ in *Science* journal! This generative deep learning method is all about simulating **protein equilibrium ensembles**, which is super crucial for understanding protein function on a massive scale. This groundbreaking research provides a brand-new tool to get deep insights into how proteins behave. Pretty cool, right? [More Details](https://msft.it/6010S7T8n)
9.  Guizang (guizang.ai) is hyped to announce 🥳🏆💰 that YouWare is hosting an **AI App Challenge**! Developers are invited to build AI applications using the new **MCP tools** for a chance to win hefty prizes up to **$2,300** (cash and YouWare points included!). The submission deadline is July 20, 2025. Don't miss out! Get all the deets here: [More Details](https://x.com/op7418/status/1943359656061210703)
    <br/> ![YouWare AI Challenge](https://raw.githubusercontent.com/justlovemaki/imagehub/refs/heads/main/images/2025/07/news_01k022keg3e2vajabxrsns60gp.avif) <br/>

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