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Today's Daily	Today's Daily-AI日报	false	/en/2025-07/2025-07-09	Daily selection of AI industry news, open source hot spots, academic frontiers and big V opinions. AI information; AI daily; AI knowledge base; AI tutorials; AI information daily; AI tools;Feishu recently dropped a major new lineup of enterprise-grade AI products, including Knowledge Q&A, AI Meeting, Aily, and Feishu Miaoda, all aimed at speeding up AI's adoption in enterprise applications and boosting operational efficiency. On top of that, Feishu also unveiled the industry's firs...	type docs

AI Insights Daily 2025/7/10

AI Daily | Morning Update | Web-wide Data Aggregation | Cutting-Edge Science Exploration | Industry Voices | Open-Source Innovation Power | AI & The Future of Humanity | Visit Web Version ↗️

AI Digest

Feishu drops a bunch of new enterprise AI products; Moonvalley unveils its high-def video model.
Alibaba and Hugging Face open-source AI models, pushing tech accessibility and progress.
AI Education Academy to be established. Zhiyuan Robotics goes public, while AI pharma business models face hurdles.

AI Product & Feature Updates

1. Feishu recently dropped a major new lineup of enterprise-grade AI products, including Knowledge Q&A, AI Meeting, Aily, and Feishu Miaoda, all aimed at speeding up AI's adoption in enterprise applications and boosting operational efficiency. On top of that, Feishu also unveiled the industry's first-ever AI Application Maturity Model, launched high-performance multi-dimensional tables that support millions of rows of data, and released the Feishu Developer Kit, which empowers enterprise AI app development through Aily and Feishu Miaoda, helping businesses go full smart. ✨🚀

2. Moonvalley just released its brand-new AI video generation model, Marey Realism v1.5. This model natively supports 1080P high-definition video generation and is 100% trained on authorized content, effectively sidestepping copyright issues. With its spot-on prompt interpretation and cinematic motion and lighting effects, Marey Realism v1.5 offers an efficient and safe creative tool for the film production and advertising industries. They've also got plans to support pose and motion transfer features in the future. 🎥🛡️
   
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3. Columbia University students Antonio Li and Patrick Shen have developed Truely, an AI detection tool designed to counter Cluely, an AI desktop assistant founded by Roy Lee and Neel Shanmugam that can automatically chime in on meetings and interviews. 🕵️‍♂️⚖️ While Truely's current version is a bit complicated to use, it offers a viable counter-measure against AI cheating. Meanwhile, security researcher Jack Cable was hit with a DMCA complaint for disclosing Cluely's prompts, sparking a debate about intellectual property and research freedom.
   
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Cutting-Edge AI Research

1. Researchers at ETH Zurich evaluated multimodal large models, including GPT-4o, on standard computer vision tasks and found that GPT-4o shined in semantic understanding but still fell short on geometric reasoning. 🧐🔬 The study shows that new "reasoning-type models" have made a breakthrough in geometric tasks, and using Prompt Chaining can significantly optimize model performance.
   
   
   
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2. Hugging Face recently officially open-sourced SmolLM3, its lightweight 3B-parameter large language model, which performs on par with 4B-parameter models in various benchmarks. 🤩🌍 This model supports unique dual-mode inference and a long context of up to 128K, and natively supports six languages. It aims to boost the open-source AI ecosystem and enable efficient deployment on edge devices.
   
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3. The Alibaba Audio AI Team just open-sourced ThinkSound, the world's first audio generation model supporting chain-of-thought inference. By integrating chain-of-thought technology, this model achieves high-fidelity, strongly synchronized spatial audio generation, pushing AI audio tech beyond simple voiceovers into a new phase of structured scene understanding. 🔊🌌 ThinkSound performed exceptionally well in tests, outperforming mainstream methods, with future potential for applications in areas like game development and virtual reality, speeding up tech accessibility in audio generation.
   
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4. OmniPart is a novel part-aware 3D object generation framework that breaks down complex generation tasks into two stages: structure planning and synchronous part composition. This achieves high semantic decoupling and strong structural cohesion. 🧩✨ The method lets users define part granularity, precise localization, and supports diverse downstream applications, paving the way for generating more interpretable, editable, and versatile 3D content.'Paper Link'

5. This study introduces the "Coding Triangle" framework, aiming to systematically evaluate large language models (LLMs) on their programming capabilities in code understanding. It found that while LLMs can form self-consistent systems, their solutions fall short of human performance in terms of diversity and robustness, and errors often cluster due to training data bias. 👨‍💻🧠 The research indicates that combining human-generated material and model fusion can significantly boost LLMs' performance and robustness, and it reveals consistencies and inconsistencies in LLM cognition, providing direction for developing more powerful coding models in the future.'Paper Link'

AI Industry Outlook & Social Impact

1. With $23 million in funding from Microsoft, OpenAI, and Anthropic, the American Federation of Teachers (AFT) will establish the National AI Academy for Education this fall in New York City. It's set to offer free hands-on AI training for educators. 🍎🎓 The academy aims to help teachers get a grip on new tech, ensure their leading role in education, and push for the development of AI tools that better serve students, which could really shape how teaching happens down the line.

2. Maggie Basta, VP at Scale Venture Partners, recently posted an in-depth analysis of the future of AI-driven drug discovery and value creation. She points out that while AI shows transformative potential, the business model for AI pharma still faces challenges. Companies need to be wary of the limitations of pure software models and focus on asset-oriented investments. 🔬💡 The article emphasizes that while AI tech like AlphaFold can accelerate R&D bottlenecks and automate experiments, the core value remains in drug development, not just selling software. Future AI startups might need to build their own drug pipelines or offer deep service-oriented products to realize their value.
   
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3. Zhiyuan Robotics, the embodied AI robotics company co-founded by Zhihui Jun, announced on July 9, 2025, that it would splash out at least 2.1 billion yuan to acquire a 63.62% stake in Shangwei New Material. This move successfully gives it a controlling stake in this A-share STAR Market listed company, allowing it to enter the public capital market via a non-traditional IPO route. 🤖💰 This not only rewrites the development path of the embodied AI industry but also signals that Zhiyuan Robotics will accelerate resource integration and industrial upgrading.
   
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4. Researchers from Intel, Boise State University, and the University of Illinois found that chatbots can be tricked by "information overload" attacks (InfoFlood) when facing large amounts of info, leading them to violate safety rules. ⚠️🔒 This discovery reveals that even with safety filters in place, malicious users can still manipulate models to inject harmful content, highlighting the need for stronger AI security measures.

Top Open-Source Projects

1. Alibaba Tongyi recently open-sourced its WebSailor web agent, which boasts powerful reasoning and retrieval capabilities. This agent performed exceptionally well in both Chinese and English task evaluations, outperforming several closed-source models. 💡🌐 This move not only boosts the technical standardization of domestic AI Agents and lowers the entry barrier for businesses but also signals the full launch of the AI Agent economy, making vertical industries and SaaS companies in related fields worth watching for investors.
   
   
   
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2. genai-toolbox is an open-source MCP server with 3,595 stars, designed specifically for databases, providing essential tool support. 🛠️'Project Link'
3. res-downloader is a handy tool with 8,098 stars that helps users easily download common online resources from platforms like Video Accounts, Douyin, Kuaishou, and Xiaohongshu, including live streams and various music. ✨📥 This tool aims to solve the headache of cross-platform content downloading.'Project Link'
4. proxypin is an open-source, free HTTP(S) traffic capture software with 9,316 stars that supports all platform systems. 📈🌐 It offers developers a convenient tool for network traffic analysis, making complex packet capture intuitive and efficient.'Project Link'
5. Strapi, as a leading open-source headless CMS, boasts a super high popularity with 67,365 stars and offers a 100% JavaScript/TypeScript-based and fully customizable development experience. 🚀⭐ It's dedicated to simplifying content management for developers and efficiently building various modern applications.'Project Link'
6. MNN is an extremely fast and lightweight deep learning framework already proven in Alibaba's key business scenarios. Its core features include full multimodal LLM Android applications and local 3D avatar intelligence, making it ideal for efficient AI deployment. ⚡📱 Currently boasts 12,320 stars.'Project Link'
7. fzf is an efficient command-line fuzzy finder designed to help users quickly locate files and entries in the command-line interface. 🔍💻 Currently has 71,678 stars.'Project Link'

Social Media Insights

1. Independent developer Cheng Yi Truman shared his year of experience, pointing out two biggest pitfalls independent developers should steer clear of in the AI era: over-the-top perfectionism, which leads to products that never launch or get over-optimized; and getting lost in coding without looking up, neglecting operations, promotion, and demand discovery. 💡🤔 He suggests independent developers should split their energy evenly across demand, promotion, and coding.'More Details'
2. Guizang (guizang.ai) states that Twitter operations skills are super crucial and can even get "bad content" high exposure. He points out that the official Twitter operations of Chinese AI companies expanding overseas are generally poor, with only Manus standing out. 📈🗣️ Because of this, he plans to launch a course on Twitter operation methods to help these Chinese AI companies boost their social media promotion efficiency.'More Details'
3. Guizang (guizang.ai) showcased a series of near-future high-tech weapon sketches generated using specific style code and prompts. The results blew his mind, calling it "divine style code." 🎨✨ These sketches demonstrate the outstanding visual generation capabilities when code is combined with prompts.
   
   
   
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4. Tusi Ji Da Laoye posted, pointing out that Manus company is undergoing massive layoffs, with two-thirds of its China-based employees being let go. This has led to Beijing Butterfly Effect Technology renaming itself Singapore Butterfly Effect Technology. 📉😟 This move sheds light on the adjustments and changes in multinational tech companies' operations in China.
   
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5. Baoyu likens "vibe coding" (AI-assisted code generation) to a slot machine, diving deep into its hidden costs and efficiency traps. 🎰🤔 He points out that while it seems to offer easy gains on the surface, it often ends up costing a ton of time and effort, and the model vendors are the real winners.
   
   
   
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