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---
linkTitle: 09-25-Daily
title: 09-25-Daily AI News Daily
weight: 7
breadcrumbs: false
comments: true
description: 'Google Play Games is about to get the ultimate cheat code: the Gemini
AI assistant! This smart co-pilot will live right in your games as a sidebar, meaning
n.'
---
## AI Insights Daily 2025/9/25
`AI Insights` | `Daily Brief` | `Web Data Aggregation` | `Frontier Science Exploration` | `Industry Voices` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
### Today's Rundown
Google is bringing its Gemini Assistant to games for real-time guides and expanding its PC game library.
Alibaba's Tongyi Qianwen upgraded its coding capabilities, while ByteDance's Doubao model can generate realistic images.
Figma launched new servers to bridge design and code, aiming to streamline front-end collaboration workflows.
Cutting-edge research focuses on explainable video threat analysis and intelligent trajectory anomaly detection.
The industry also sees a paradoxical phenomenon: humans are rehired to clean up low-quality AI output.
### Product & Feature Updates
1. **Google Play Games** is about to get the ultimate cheat code: the **Gemini AI assistant**! This smart co-pilot will live right in your games as a sidebar, meaning no more tabbing out to search for guides when you're stuck. Not only can it understand your voice commands, but it also "sees" your game screen, offering pixel-perfect tips—think of it as having a [Gaming Pro (AI Insights)](https://www.aibase.com/zh/news/21514) by your side. At the same time, Google Play Games has officially landed on PC, bringing over 200,000 games for cross-platform play. Looks like Google is playing the long game with ecosystem integration! 🚀<br/>![AI Insights: Gemini Gaming Assistant Interface](https://source.hubtoday.app/images/2025/09/news_01k5zc79aqeadam3gy0bx4dpb9.avif)<br/>
2. **Alibaba's Tongyi Qianwen** has leveled up its coding game! The brand-new **Qwen3-Coder-Plus** is now live on Alibaba Cloud's model service platform, tailor-made for hardcore developers 🧑‍💻. This powerhouse model not only scored an astounding **69.6** on **SWE-Bench** but also significantly boosted its terminal task processing and code security, making AI coding way more reliable. What's even cooler? Its sidekick, **Qwen Code**, now supports multimodal input—you can literally just drop an image and co-develop with it! Go check out the [Qwen Official Website to Experience This (AI Insights) Upgrade](https://x.com/Alibaba_Qwen/status/1970582211993927774) yourself! 🔥<br/>![AI Insights: Qwen3-Coder Performance Boost](https://source.hubtoday.app/images/2025/09/news_01k5zc7mgme7gts048cbxsqv1v.avif)<br/>
3. Get ready for a new era in designer-frontend collaboration, folks! **Figma** has officially rolled out its remote **MCP** servers, bridging that "last mile" between design and code 🌉. This means developers can now skip installing the Figma client and directly authorize within coding tools like **Cursor**, grabbing design-to-front-end component mapping info. As this [This (AI Insights) Share](https://x.com/op7418/status/1970696289420816727) illustrates, if your team rocks a solid design system, front-end devs will soon be able to generate highly accurate code with a single click, finally waving goodbye to those "pixel-peeping" woes! 🎉<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5zc918jfx39y4v1awdcw2v4.mp4" controls="controls" width="100%"></video><br/>
4. **ByteDance's Doubao model** is dropping jaws with its image generation! By specifying real-world scenes with rich datasets like showers or offices, it effortlessly churns out high-quality, photorealistic images 📸. This approach ditches those old "flash" and "noise" pseudo-human tricks in prompt words, directly boosting the realism and completeness of images right from the source the results are mind-blowing! As [Lan Xi's (AI Insights) Share](https://m.okjike.com/originalPosts/68d358998d84233047ca47d8) shows, the generated pictures and videos are totally ready for social media ops. Looks like Doubao has found its niche in "realistic aesthetics"! 🔥<br/>![AI Insights: Doubao Model Generates Realistic Images](https://cdnv2.ruguoapp.com/llcsrkfve9utQCyKJIRU6anvJw7Qv3.gif)![Doubao Model Generation Effect GIF](https://cdnv2.ruguoapp.com/Fj8_02XSeY0dP_n8YB1MchJ6BGd1v3.gif)<br/>
### Frontier Research
1. How about making surveillance cameras not just "see" danger, but also "explain" *why* something's dangerous? A new study called `Live-E2T`, featured in [Latest (AI Insights) Research](https://arxiv.org/abs/2509.18571), offers a slick solution 💡. Researchers broke down video into semantic tuples like "person-object-interaction-location" and trained large models using **Chain-of-Thought** technology to achieve real-time, explainable analysis of threat events. This tech could make smart security systems both speedy and smart, transforming them from silent alarms into "detectives" that provide clear, logical reports! 🕵️‍♂️
2. Traditional trajectory anomaly detection often feels a bit "dumb" because it doesn't understand maps. But guess what? The `GETAD` framework was born to fix just that, teaching AI to "read the road" 🛣️. This [Cutting-Edge (AI Insights) Paper](https://arxiv.org/abs/2509.18386) introduces a **graph-enhanced** method that integrates the topological structure and semantic info of road networks into the model. This makes it way more precise at spotting unusual movement trajectories. Imagine: from now on, whether it's navigating detours or odd stops, nothing will escape its "eagle eye"! This is huge for smart traffic and urban safety management. 🚀
### Industry Outlook & Social Impact
1. Talk about dark humor in the AI era! On one side, AI armies are gobbling up jobs left and right. On the other, humans are being rehired just to "clean up" the "digital garbage" churned out by AI 🗑️. This paradox reveals a deep contradiction: even so-called super-intelligent AI still produces questionable content quality, demanding significant human intervention for "cleanup" efforts. This [Hacker News' Latest (AI Insights)](https://readhacker.news/s/6Ch6C) report makes us ponder: are we pinning too many hopes on a somewhat unreliable "intern" on the road to AGI? 🤔
2. The **ByteDance Multimedia Lab** is teaming up with top academic conference **ISCAS** again, loudly announcing the 5th **Neural Network Video Coding Competition** and setting the stage for video coding pros worldwide! 🥊 This contest not only continues classic themes from previous years but also loosens the reins on target bitrates, aiming to spark innovative solutions closer to real-world applications. Plus, each award comes with a sweet **$4500 cash prize**! 💰 So, coding legends, start flexing those fingers! Registration is officially open. [Click to View Competition Details (AI Insights)](https://mp.weixin.qq.com/s?__biz=MzI1MzYzMjE0MQ==&mid=2247516769&idx=1&sn=bc069f6ef431b2e382513846916fdf5) and submit your brilliant ideas before October 15, 2025! 🚀
### Top Open Source Projects
1. Coders' romance? "If your hands break, build a mouth proxy!" — and `SuperVoxtral` is exactly that kind of silver-lining open-source gem, letting you code and chat hands-free! 🗣️ This project leverages **Mistral's** super-fast **Voxtral** model, delivering not just accurate voice transcription but also voice chat. It's truly a godsend for the "lazy" and "clumsy-handed" among us. 🙌 If you're looking to free up your hands, definitely check out [Give it a Star on GitHub (AI Insights)](https://github.com/Valexico/supervoxtral). It's lightweight, lightning-fast, and copies results straight to your clipboard—a real productivity booster! ✨
2. **Cloudflare** has open-sourced a killer tool called `capnweb`, aiming to kill off annoying RPC boilerplate code in **JavaScript/TypeScript** development and bring front-end/back-end communication back to basics! 💻 This project focuses on native, low-boilerplate, and object-oriented capabilities, letting developers easily make remote procedure calls as if they were local functions—super smooth dev experience! ✨ Currently, [This (AI Insights) Project on GitHub](https://github.com/cloudflare/capnweb) boasts ⭐1.8k stars. If you're fed up with bulky RPC frameworks, why not give this lightweight solution a spin? 🚀
3. Still scratching your head over building RAG applications? Well, HKU's open-source `RAG-Anything` project is gunning to be your "one-stop RAG Swiss Army knife," making RAG for anything a reality! 🛠️ The framework's design philosophy is refreshingly straightforward: whether your data is text, images, or complex documents, it helps you effortlessly build powerful Retrieval-Augmented Generation systems. This [This (AI Insights) Project on GitHub](https://github.com/HKUDS/RAG-Anything) has already racked up ⭐5.5k stars. Developers looking to jumpstart RAG absolutely shouldn't miss this! ✨
4. When you talk object detection, you *have* to talk about the legendary **YOLO** series. And `ultralytics`? That's the official open-source implementation library that made YOLO a household name! 🚀 Whether you're a beginner diving in or a seasoned engineer deploying projects, it offers incredibly concise and efficient APIs and pre-trained models, putting cutting-edge visual detection tech right at your fingertips. Thanks to its outstanding performance and vibrant community, [This (AI Insights) Project on GitHub](https://github.com/ultralytics/ultralytics) has smashed through ⭐46k stars, making it an absolute must-take course in the computer vision world! 🎓
5. Navigating the vast ocean of microservices? You absolutely need a robust "service mesh" like `istio` to steer the ship! 🚢 It helps you connect, secure, control, and observe all your services. `istio` acts as a transparent infrastructure layer, enabling complex features like traffic management, security policies, and telemetry without touching a single line of business code, making operations elegant and straightforward. As a star project in the cloud-native space, [This (AI Insights) Project on GitHub](https://github.com/istio/istio) has earned a stellar ⭐37.3k stars, making it the go-to choice for building robust microservice architectures! 🔥
6. Dream of having your own AI cluster but on a shoestring budget? The `exo` project is making that dream a reality! ✨ It can knit together your everyday devices—phones, computers, even smartwatches—into a distributed AI computing network. The core idea is "making something from nothing," fully utilizing idle computing power so you can run complex AI models right from home and get a taste of being a "private cloud owner"! 🤩 With its avant-garde concept, [This (AI Insights) Project on GitHub](https://github.com/exo-explore/exo) has rapidly amassed ⭐31.2k stars. Go check out how to build your personal supercomputing center with old phones! 🚀
### Social Media Shares
1. The AI canvas tool `flowith` just dropped a massive update called **Context playground**, totally unleashing user interaction freedom and making context engineering as intuitive and fun as playing with LEGOs! 🧱 Now you can drag, drop, and copy any node or element on the canvas to use as context, even directly editing AI output in the sidebar for true "what you see is what you get" creation. The author shared that this new feature isn't just powerful; the UI aesthetics are, as always, on point. Interested friends can check out the [Original Tweet (AI Insights)](https://x.com/op7418/status/1970858107028029607) to participate and win membership! 🎁<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5zcezk4f2y8exkxbkepk22d.mp4" controls="controls" width="100%"></video><br/>
2. The might of the Google ecosystem is starting to show! **Google Photos** now lets you directly call the **Banana** model via text or voice to edit photos. The era of editing pics just by talking is officially here! 🗣️ This strategy of deeply integrating proprietary models, apps, and hardware allows Google to rapidly explore various AI implementation possibilities, offering users a seamless smart experience. As [Xiao Hu in This (AI Insights) Tweet](https://x.com/imxiaohu/status/1970848092225429722) noted, this is undoubtedly putting immense pressure on Apple, which sticks to a closed strategy. The ecosystem integration war is heating up! 🔥<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5zcgf8mf7dbge69zh8d5crr.mp4" controls="controls" width="100%"></video><br/>
3. Buckle up! An [Alibaba Cloud Developer's (AI Insights) Masterpiece](https://bestblogs.dev/article/cca8c7) takes us on a twenty-year journey through front-end development, from the "notepad HTML workshop" era straight into an AI-driven, intelligent future! 🚀 The article systematically reviews technological revolutions from **jQuery**, **Node.js**, to **Webpack** and modern frameworks, vividly showcasing the evolution of front-end engineering from chaos to order. Ultimately, it casts its gaze forward, pointing out that tools like **GitHub Copilot** are just appetizers; AI will fundamentally disrupt the front-end development paradigm, becoming the next major milestone! 🔥<br/>![AI Insights: The Evolution of Frontend Engineering](https://source.hubtoday.app/images/2025/09/news_01k5zcgs2yfcbvx931gx6dd3x9.avif)<br/>
4. Ever wonder how to level up from an AI programming "user" to an "architect" who can systematically guide AI? This [Tencent Cloud Developer's (AI Insights) Article](https://bestblogs.dev/article/72c5e6) lays out a universal collaboration methodology! 💡 The author proposes a four-stage workflow—"Explore-Plan-Build-Accept"—and stresses that AI's most underestimated ability is "reading code." By using structured prompts, the time needed to understand a project can be slashed to mere hours. The article's core insight? Engineers' future competitiveness will shift from "problem-solving" to "problem-defining" and "solution-designing." Mastering systematic thinking for efficient AI collaboration is absolutely crucial! 🤔<br/>![AI Insights: AI Programming Collaboration Methodology](https://source.hubtoday.app/images/2025/09/news_01k5zch1kyfajvtswphsn5q73n.avif)![Four-Quadrant Decision Framework](https://source.hubtoday.app/images/2025/09/news_01k5zch8gzexwsvd555m1ns5js.avif)<br/>
5. Brace yourselves! The **Alibaba Wanxiang 2.5** video generation model has exploded onto the scene, hailed as the ultimate **Veo** alternative! It can churn out stunning, audio-visual **1080P** HD short videos with jaw-dropping results 🎬. According to a [Blogger's (AI Insights) Hands-on Test](https://x.com/vista8/status/1970764510207340891), the model boasts perfect Chinese support and incredibly subtle control over character expressions, accurately capturing even tiny details like a furrowed brow. Currently, users are lining up for a mile at Alibaba Quark Zaodian and Tongyi platforms to try out Wanxiang 2.5, proving its popularity is off the charts! 🔥<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5zchn9nec4txfkdkrfhyvde.mp4" controls="controls" width="100%"></video><br/>
6. Just how good are the programming chops of the freshly-baked **Qwen3-Max** model? One blogger put it through a surprise inspection using a set of "info card prompts" custom-made for **Gemini 2.5 Pro**! 🧐 The [Test (AI Insights) Results Show](https://x.com/shao__meng/status/1970764212575322512) that even without specific optimization, Qwen3-Max accurately understood the complex prompts, generating impressive front-end page layouts and content. This stellar "cold test" performance clearly demonstrates Qwen3-Max's powerful instruction comprehension and code generation abilities. Its future potential? Not to be underestimated! 🚀<br/>![AI Insights: Qwen3-Max Programming Capability Test](https://source.hubtoday.app/images/2025/09/news_01k5zcj7e7e9g8x3hxz0xd14s5.avif)![Qwen3-Max Model Introduction](https://source.hubtoday.app/images/2025/09/news_01k5zcjeqxfnbs46c31dfjvpvd.avif)<br/>
7. Seeing a bunch of unfamiliar visitors in your website logs? A [Technical Explanatory Post (AI Insights)](https://x.com/vista8/status/1970682307842580981) has rounded up the **User-Agents** of major AI crawlers, letting you instantly spot who's "peeking" at your content! 👀 From **OpenAI's** `GPTBot` to ByteDance's `Bytespider`, and then to crawlers from **Perplexity** and **Claude**, nearly all top AI companies are ravenously scraping web data for model training. This list not only helps webmasters identify and manage crawler traffic but also highlights the escalating battle between data scraping and anti-scraping in the AI era. 🧐
---
## An AI Coding Invitation
### 3 Projects in Half a Year, 90% Code Done by AI, Zero Cost — I'm Launching a Community to Live-Stream My Next Product Development
Hey everyone, 👋
Over the past six months, I've been a lone wolf, diving deep and completing three major open-source projects. One of them, [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API), already boasts over 1000 stars. What's absolutely wild is, looking back, **more than 90% of the code was generated by AI**.
I didn't pay a single dime for API fees, relying entirely on free large models like Gemini and Qwen. And I didn't spend on server rentals either; platforms like Cloudflare and Vercel handled everything for me. This whole experience really hit home: **AI is amplifying the creativity of us regular folks in unprecedented ways!**
While this solo journey has been incredibly fulfilling, it's also been a bit lonely at times. Those moments of stumbling, those late-night flashes of inspiration—I always wished I had fellow travelers to share and brainstorm with.
So, an idea sparked: **create a knowledge community to gather all the passionate, creative spirits out there!** 🚀
This isn't a traditional course; it's a genuine co-creation hub. The price point is low, just **50 RMB**, think of it as "Crazy Thursday" where we grab some fried chicken together, make friends, and commit to a shared growth pact. 🤝
**What do you get by joining us?**
I'm about to develop a **personal prompt management tool** from scratch. Once seven members join the community, we'll officially kick things off. Inside, I'll be:
* Daily live-stream updates: I'll document my development progress, thought process, and tech stack choices from start to finish. 📹
* Real-talk on pitfalls: I'll openly share the problems I encounter and my bug-fixing strategies, helping you avoid detours. 🛣️
* Transparent thought process: Whether it's product design or technical architecture, I'll share all my underlying reasoning with you. 🧠
Here, you can witness a product's birth, ask questions anytime, jump into discussions, and even influence its direction. Together, we'll watch an idea evolve from zero to one, ultimately becoming a tangible reality! ✨
If you're also passionate about AI development, and if you want to see how one person "arms" themselves with free tools, welcome aboard!
![Knowledge Planet QR Code](https://source.hubtoday.app/logo/zsxq.jpg)
---
## AI Insights Daily Audio Version
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
|---|---|
| [Reincarnation Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Xiaoyuzhou Podcast](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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---
linkTitle: 09-26-Daily
title: 09-26-Daily AI News Daily
weight: 6
breadcrumbs: false
comments: true
description: Alibaba has officially launched its enterprise-level AI agent service
platform, AgentOne, aiming to inject a "digital workforce" army into businesses
and hel.
---
## AI News Daily 2025/9/26
> `AI News` | `Daily Briefing` | `All-Net Data Aggregation` | `Frontier Science Exploration` | `Industry Free Voice` | `Open Source Innovation Power` | `AI and Human Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
### Today's Digest
```
Alibaba has launched AgentOne, an enterprise-level AI agent platform, aiming to reshape corporate business processes.
Google's AI Plus service is expanding to new global markets and boosting usage quotas for Gemini developers.
In the industry, multiple Chinese departments have issued documents supporting AI terminals, while x.AI has sued OpenAI for trade secret theft.
Frontier research is exploring the use of "AI ugliness critics" to enhance image quality and found MBTI to be effective for models.
Additionally, Google's Gemma 3 model has achieved multimodal understanding, and AI is also being used for personal life guidance.
```
### Product & Feature Updates
1. Alibaba has officially launched its enterprise-level AI agent service platform, **AgentOne**, aiming to inject a "digital workforce" army into businesses and help them evolve into "super companies." 🚀 This platform focuses on data, capital, and labor-intensive scenarios ("three-dense" scenarios), seeking to completely reshape business processes through AI agents. To dive deeper into this corporate transformation, [check out the press conference details (AI News)](https://www.aibase.com/zh/news/21570) and see what future companies will look like!
![AI News: Alibaba Lingyang AgentOne Platform Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k60m0xhaeykrfvxsxwskt12x.avif)
2. Google's paid subscription service, **AI Plus**, is on a massive global expansion, delivering a premium AI features package, including **Gemini** and **Veo**, to users in 40 new countries and regions worldwide. 🎉 This service provides higher model usage quotas, 200GB of cloud storage, and deep integration into the Google ecosystem, fully smartening up your digital life. Go ahead and [check if you're in the covered area (AI News)](https://www.aibase.com/zh/news/21550) to enjoy the AI convenience Google brings!
![AI News: Google AI Plus Service Expansion Announcement](https://source.hubtoday.app/images/2025/09/news_01k60m11tkeg59dd5s5pjvfeyt.avif)
3. Google has fully integrated its membership system with its developer toolchain, and now **Pro** and **Ultra** subscribers will get higher daily quotas when using **Gemini CLI** and **Gemini Code Assist**! 🎁 This means developers can unleash **Gemini 2.5** more freely in their IDEs and terminals, letting AI inject even more magic into their code. This "power-up" move is undoubtedly the best gift for developers; you can [learn more from the official blog (AI News)](https://blog.google/technology/developers/gemini-cli-code-assist-higher-limits/).
![AI News: Gemini Code Assist and CLI Quota Increase](https://source.hubtoday.app/images/2025/09/news_01k60m1atjenpsb6dv7egsqvdj.avif)
### Cutting-Edge Research
1. New research introduces a framework called **CROSS**, successfully teaching large language models how to simultaneously understand text semantics and the evolution of dynamic graph structures, almost like giving AI a "PhD in sociology"! 🤯 This approach allows AI not only to "read" text but also to discern the ever-changing relationship networks behind the words, significantly boosting its predictive power for complex temporal data. The [paper on this breakthrough research (AI News)](https://arxiv.org/abs/2503.14411) reveals a new dimension for AI to understand the world.
2. To train more "tasteful" image generation models, researchers came up with a brilliant idea: first, they algorithmically "manufacture" flawed images in bulk to train an "AI ugliness critic." ✨ This "critic" then serves as a reward model, specifically guiding the main model to avoid imperfections in generated images, significantly boosting the quality and aesthetic appeal of the final output. Go [learn about this amazing research (AI News)](https://arxiv.org/abs/2509.19589) and see how AI learns to critique itself!
### Industry Outlook & Social Impact
1. Eight Chinese ministries have jointly issued a document, rolling out the red carpet for the future development of digital consumption. It explicitly states plans to increase the supply of **AI terminal products** and pilot **intelligent connected vehicles** on roads. 🚗💨 This means a wave of cool tech products, from AI phones to smart robots, is about to flood the market, and self-driving cars are getting one step closer to our daily lives. To understand these policy trends, [read the original guidance (AI News)](https://www.aibase.com/zh/news/21552) and grasp the pulse of the digital era!
2. The AI world's "palace intrigue" drama is back! **x.AI** has officially sued **OpenAI** for trade secret theft, accusing it of "emptying out" its codebase by recruiting key employees. 🍿🔥 This legal showdown between Silicon Valley giants isn't just about technology and talent; it might unveil the tip of the iceberg behind AI industry competition. You can [follow up on this link (AI News)](https://www.reddit.com/r/artificial/comments/1nq11b1/news_flash_xai_sues_openai_for_trade_secret_theft/) to get the first-hand scoop!
3. So, where exactly is the trigger point for the AI revolution? Some argue that unlike the mobile internet's human-centric path starting with "entertainment and social," AI is struggling to break through from "productivity" scenarios. 🤔 The future mass adoption singularity might not be about more efficient work, but rather AI Agents truly handling daily chores or digital human interaction becoming the new normal. This [in-depth reflection (AI News)](https://m.okjike.com/originalPosts/68d4bfdc00520921bcf7f740) on how AI will envelop our lives is definitely worth a read and sparks profound thought.
4. **MBTI**, once considered an "entertainment test" by psychologists, has shown astonishing effectiveness in large language models it's practically a miraculous feat! 🤯 This reveals an interesting phenomenon: in a world of massive data, any seemingly absurd classification can be uncovered by models as a statistical "fact," provided there's enough data. This discovery makes us re-examine the relationship between data and models; you can [click to view the original article and paper (AI News)](https://m.okjike.com/originalPosts/68d4b0c79a7954f97b6e1427).
### Top Open-Source Projects
1. The **Gin** framework, often likened to an F1 race car in the Go language world, dominates the high-performance web application and microservices domain, thanks to its astonishing speed—up to **40 times** faster than similar frameworks! 🚀 It boasts a minimalist and elegant API, allowing developers to enjoy peak performance alongside a delightful coding experience. If you're a Go developer, this [project (AI News)](https://github.com/gin-gonic/gin), with **⭐85.2k** stars, is definitely not one to miss.
2. Still struggling with language barriers? The open-source project called **everyone-can-use-english** is dedicated to making English accessible for everyone, almost like a tireless digital language tutor! 📚✨ This project has already garnered **⭐29.2k** stars, helping users bridge the language gap through innovative methods. Come and [experience a new way to learn English (AI News)](https://github.com/ZuodaoTech/everyone-can-use-english) and open the door to a new world!
3. The **memvid** project introduces an ingenious idea: encoding massive text information into MP4 video files to achieve lightning-fast semantic search without a database! 🤯 This essentially gives you a video memory bank where you can "instinctively" search, compressing millions of knowledge points into a visual data stream. It has already garnered **⭐8.8k** stars. Hurry and [explore this future-forward project (AI News)](https://github.com/Olow304/memvid) to experience a revolution in data storage! 💾✨
4. When AI confronts labyrinthine codebases, the **humanlayer** project acts like a precise GPS navigation system for it, helping AI efficiently locate and solve deeply hidden challenges. 🗺️ This rapidly gaining traction project (already with **⭐2.8k** stars) is dedicated to creating the optimal path for AI to flex its muscles in software engineering. If you want to see how AI can transform into a top-tier programmer, why not [explore this project (AI News)](https://github.com/humanlayer/humanlayer)? 💻
5. **x402** is a new HTTP-based internet payment protocol launched by Coinbase, aiming to pave a new "digital payment highway" for the online world. 💳 It hopes to simplify online transaction processes, making payments as simple and direct as browsing the web. This visionary [protocol detailed explanation (AI News)](https://github.com/coinbase/x402) has already garnered **⭐1.2k** stars. This might be a significant exploration for future internet finance. 🌐
### Social Media Shares
1. Google's **Gemma 3** model has received a major sensory upgrade! It can now simultaneously understand text, images, and even videos, truly achieving multimodal "seeing through at a glance." 🤩 This means you can ask it any questions about documents, pictures, and videos, and it'll answer like an omniscient and omnipotent assistant. Go [watch Gemma 3's super demo (AI News)](https://x.com/googleaidevs/status/1970933531049431140) and experience the charm of next-gen AI!
<video src="https://source.hubtoday.app/images/2025/09/news_01k60m2zncfxerd8mmdgdn92z8.mp4" controls="controls" width="100%"></video>
2. A developer shared a magical "Vibe Coding" experience combining **Figma Remote MCP** with **GPT-5 Codex**, and the stunning completeness of the design drafts was simply amazing! ✨ This workflow showcases the immense potential of top-tier design tools merged with cutting-edge code generation models, hinting at a complete disruption of designer and frontend engineer collaboration. Come [check out this dream combo (AI News)](https://x.com/op7418/status/1971174710395425197) and see how cool future development processes can be! 🚀
![AI News: Figma and Codex Combined Development Process](https://source.hubtoday.app/images/2025/09/news_01k60m3zbtehy9m7m1adr3qkgb.avif)
3. Have you ever dreamed of having a 24/7 life coach? A netizen shared a wonderful experience of training **ChatGPT** and other AI tools into a personal life coach to manage emotions, analyze dilemmas, and even gain self-affirmation. ✨ By objectively describing scenarios, AI can offer a valuable third-party perspective, helping us better understand ourselves and others. Come and [learn these practical tips (AI News)](https://www.reddit.com/r/artificial/comments/1npwklm/it_is_strongly_recommended_that_everyone_train_ai/) to unlock AI's hidden uses! 🤖💡
---
## An AI Coding Invitation
### 3 Projects in Half a Year, 90% Code Done by AI, Zero Cost I've Decided to Create a Community and Live Stream My Next Product Development
Hey everyone,
Over the past six months, I've been like a lone wolf, diving deep and completing three major open-source projects, one of which, [AIClient2API](https://github.com/justlovemaki/AIClient-2-API), already has over 1000 stars! The craziest part is, looking back, **over 90% of the code was generated by AI.** 🤯
I didn't pay a single dime in API fees, relying entirely on free large models like Gemini and Qwen. Nor did I spend money on server rentals; platforms like Cloudflare and Vercel handled everything for me. This experience made me profoundly realize: **AI is amplifying the creativity of us ordinary folks in unprecedented ways.**
While the journey of going it alone was filled with a sense of accomplishment, it was undeniably a bit lonely. Those moments of hitting roadblocks, those nights of sudden inspiration—I always wished there were fellow travelers to share and chat with. 🤝
So, an idea sparked within me: **to create a "Knowledge Planet" (a community) and bring together all fellow enthusiasts who love to tinker and create.** 🌐
This isn't a traditional course; it's a real co-creation community. The price barrier isn't high, just **50 RMB**, which is like us grabbing some fried chicken together on a "Crazy Thursday," making new friends, and sealing a pact for mutual growth. 🍗🤝
**Join us, what will you get?**
I'm gearing up to develop a **personal prompt management tool** from scratch. Once the community hits 7 members, we'll officially kick off, and I'll be right there in the community, providing:
* **Daily Live-Streamed Updates**: I'll fully document my development progress, thought processes, and tech stack choices.
* **Real-Time Bug Reports & Solutions**: I'll openly share problems I encounter and my approach to fixing bugs, helping you avoid common pitfalls.
* **Transparent Thought Process**: Whether it's product design or technical architecture, I'll share all the thinking behind it with you.
Here, you can **witness a product come to life, ask questions, join discussions, and even influence its direction.** Together, we'll watch an idea evolve from 0 to 1, ultimately becoming a tangible reality you can hold in your hands. 🚀
If you're passionate about AI development, and you're curious to see how one person "arms" themselves with free tools, you're absolutely welcome to join! Let's build something awesome. 💪
![Knowledge Planet QR Code](https://source.hubtoday.app/logo/zsxq.jpg)
---
## AI News Daily Audio Version
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Laisheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Xiaojiuguan](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

View File

@@ -2,119 +2,107 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-09/2025-09-23
next: /en/2025-09/2025-09-25
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI Insight Daily 2025/9/24
## AI Daily Digest 2025/9/26
`AI Insights` | `Daily Briefing` | `Aggregated Web Data` | `Cutting-Edge Science` | `Industry Voices` | `Open Source Innovation` | `AI & Humanity's Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
> AI News | Daily Briefing | Web Data Aggregation | Cutting-Edge Science Exploration | Industry Voice | Open Source Innovation | AI & Humanity's Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 👋](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
### **Today's Rundown**
### **Today's Summary**
```
DingTalk launched its AI Spreadsheet Assistant to empower business users, while Meitu XiuXiu is set to introduce a conversational AI assistant.
Kimi is exploring an Agent membership business model, and OpenAI, along with NVIDIA, has struck a massive investment deal.
Cutting-edge research indicates that well-designed small models can outperform large models in specific multimodal tasks.
Meanwhile, the public's considerations for AI fairness are more complex than experts', demanding higher ethical standards for AI.
Issues like AI-generated "workslop" decreasing efficiency and user data being used for training have also sparked widespread discussion.
Alibaba launches AgentOne, an enterprise-grade AI agent platform, aiming to reshape business processes.
Google's AI Plus service expands to new global markets, boosting Gemini developer usage quotas.
On the industry front, multiple Chinese departments issue directives supporting AI terminals, while x.AI sues OpenAI for trade secret theft.
Frontier research explores using an "AI ugliness detector" to improve image quality and finds MBTI effective for models.
Additionally, Google's Gemma 3 model achieves multimodal understanding, and AI is also being used for personal life coaching.
```
### Product & Feature Updates
1. **DingTalk just dropped its AI Spreadsheet Assistant**, and it's set to turn your average spreadsheets into a full-blown enterprise AI application creation hub. Seriously, you just tell the AI what you need in plain language, and boom! It'll whip up tables, set up workflows, and even create data dashboards. No coding skills? No problem! This is DingTalk shifting gears from a mere collaboration tool to [an AI application building platform for everyone (AI Insight)](https://www.aibase.com/zh/news/21496). Get ready for productivity to go through the roof! 🚀
1. **Alibaba's AgentOne Platform:** Alibaba has officially launched **AgentOne**, its enterprise-grade AI agent service platform. This bad boy aims to inject a whole army of "digital employees" into businesses, helping them evolve into "super companies." AgentOne is laser-focused on scenarios that are heavy on data, capital, and human resources, looking to completely reshape business processes through AI agents. Want to dive deeper into this corporate transformation? You can [View Release Details (AI News)](https://www.aibase.com/zh/news/21570) and get a glimpse of what future companies might look like! 🚀<br/>![AI News: Alibaba Lingyang AgentOne Platform Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k60m0xhaeykrfvxsxwskt12x.avif)
2. **Meitu XiuXiu is launching a brand-new AI intelligent assistant** in late September, aiming to totally revolutionize traditional tool-based photo editing into a conversational Agent service. Their financial report already shows a whopping **90% AI penetration rate** across their products, proving they're way past being a simple one-click beauty app. Meitu wants to be your personal AI image creative director, right in your pocket. This move is seen as a crucial step for Meitu, using [AI technology to reshape industry interaction (AI Insight)](https://www.aibase.com/zh/news/21494). Picture editing in the future? You might just talk your way through it! 😉
2. **Google AI Plus's Global Expansion:** Google's paid subscription service, **AI Plus**, is on a massive global expansion, rolling out a sweet package of advanced AI features including **Gemini** and **Veo** to users in 40 new countries and regions worldwide! 🎉 This service offers higher model usage quotas, 200GB of cloud storage, and deep integration into the entire Google ecosystem, making your digital life totally smart. Go ahead and [Check if You're in a Covered Region (AI News)](https://www.aibase.com/zh/news/21550) to start enjoying the AI convenience Google brings! 🌟<br/>![AI News: Google AI Plus Service Expansion Announcement](https://source.hubtoday.app/images/2025/09/news_01k60m11tkeg59dd5s5pjvfeyt.avif)
3. **Kimi has quietly launched its Agent Membership Service**, naming different tiers after musical tempo terms, which gives it a super artsy vibe 🎶. Free users (Adagio) won't see any change to their core chat functions. But paid members (Andante, Moderato) get extra quotas for **deep research Agents**, specifically designed for folks who need to dig deep for information. This [exploratory commercialization model (AI Insight)](https://x.com/op7418/status/1970364824078197142) isn't just offering perks like donation deductions for existing users; it also showcases some clever thinking by domestic large models on how to balance free and premium services. Smart move! ✨
<br/>![AI Insight: Kimi's Agent Membership Service](https://source.hubtoday.app/images/2025/09/news_01k5vt43b8fbfafb5skkcx246v.avif)<br/>![Introduction to Kimi's Membership Tiers](https://source.hubtoday.app/images/2025/09/news_01k5vt49f9fzet022bv7shyjsj.avif)<br/>
4. **Klavis AI, a team from YC, just released an open-source project called Strata**. This clever **MCP (Multi-Capability Provider) server** tackles the "choice overload" problem AI agents face when dealing with thousands of tools. Instead of bombarding the AI with all available APIs, Strata uses a guided, progressive approach, letting the AI discover the tools it needs layer by layer based on context. This seriously boosts AI agent accuracy and efficiency in complex tasks. This [human-like interaction method (AI Insight)](https://news.ycombinator.com/item?id=45347914) is set to empower AI to truly master complex applications like GitHub and Jira, which are packed with tons of features. Game changer! 🚀
<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5vt4v6wefet5ne9vv3fm0fj.mp4" controls="controls" width="100%"></video><br/>
3. **Google Boosts Gemini CLI & Code Assist Quotas:** Google is totally integrating its membership system with the developer toolchain! Now, **Pro** and **Ultra** subscribers are getting higher daily quotas when using **Gemini CLI** and **Gemini Code Assist**. This means developers can summon **Gemini 2.5** in their IDEs and terminals with even more gusto, letting AI inject some serious magic into their code. This "power-up" move is definitely a gift to developers. You can [Learn More on the Official Blog (AI News)](https://blog.google/technology/developers/gemini-cli-code-assist-higher-limits/)! ✨<br/>![AI News: Gemini Code Assist and CLI Quota Increase](https://source.hubtoday.app/images/2025/09/news_01k60m1atjenpsb6dv7egsqvdj.avif)
### Cutting-Edge Research
1. The technical report for the 8B parameter **MiniCPM-V 4.5 model** just dropped, showcasing an epic "underdog versus giant" showdown 🥊. Thanks to its innovative **3D-Resampler architecture**, a unified OCR, and knowledge learning paradigm (and other cool tech), it actually *outperformed* GPT-4o and the 72B Qwen2.5-VL on several multimodal tasks, all while keeping inference costs super low. This [detailed technical report (AI Insight)](https://github.com/OpenBMB/MiniCPM-V/blob/main/docs/MiniCPM_V_4_5_Technical_Report.pdf) proves that bigger isn't always better; clever architectural design is the real key to high-performance AI. You can [view more information in this codebase (AI Insight)](https://github.com/OpenBMB/MiniCPM-o). Mind blown! 💡
<br/>![AI Insight: MiniCPM-V 4.5 Multimodal Model Architecture](https://source.hubtoday.app/images/2025/09/news_01k5vt5a2xf2nad697dmdmzjxk.avif)<br/>
1. **The CROSS Framework for LLMs:** A new study introduces **CROSS**, a framework that has successfully taught large language models how to simultaneously understand text semantics and the evolution of dynamic graph structures almost like giving AI a PhD in sociology! 🤯 With CROSS, AI can not only "read" text but also grasp the ever-changing relationship networks behind the words, significantly boosting its predictive power for complex temporal data. This [Groundbreaking Research Paper (AI News)](https://arxiv.org/abs/2503.14411) reveals a whole new dimension in how AI understands the world! 💡
2. Who gets to define "fairness" for AI? A [recent research paper (AI Insight)](https://arxiv.org/abs/2509.17956) reveals that ordinary folks, not just AI pros, have way more complex and stringent considerations for **AI fairness** than experts do 🤔. The study found that when placed in decision-maker roles, everyday people factor in a broader range of characteristics, advocate for stricter fairness thresholds, and even lean towards designing customized fairness solutions instead of just applying standard formulas. This research powerfully argues that AI governance can't be just a closed-door meeting for tech experts; bringing in the "common sense wisdom" of stakeholders is absolutely crucial. Food for thought! 🧐
3. Can small language models actually have the power to heal? A [study on Post-Traumatic Stress Disorder (PTSD) (AI Insight)](https://arxiv.org/abs/2505.15065) shows that smaller models, ranging from 0.5B to 5B parameters, can perform almost at human level in generating empathetic conversations after careful fine-tuning. Researchers even launched a dedicated dataset called **TIDE** for this, proving that it's totally feasible to build resource-friendly, emotionally intelligent mental health support systems. This opens up exciting new avenues for AI in the mental health space. Amazing! 🙏
2. **"AI Ugliness Detector" Improves Image Quality:** To train more "tasteful" image generation models, researchers came up with a brilliant idea: first, they algorithmically mass-produced flawed images to train an "AI ugliness detector" 🎨. This "detector" was then used as a reward model, specifically guiding the main model to avoid imperfections in generated images, which significantly improved the final output quality and aesthetics. Come [Learn About This Amazing Research (AI News)](https://arxiv.org/abs/2509.19589) and see how AI learned to be its own toughest critic!
### Industry Outlook & Social Impact
1. **OpenAI and NVIDIA just announced a strategic partnership**, with OpenAI set to buy millions of GPUs and receive a staggering **$100 billion investment** from NVIDIA. Talk about an "AI wedding of the century!" 🤝 The sheer scale of computing power involved in this deal is almost equivalent to NVIDIA's entire 2025 annual shipment volume, signaling that OpenAI is on a wild "hoarding spree" to build unprecedented AI infrastructure. This [significant news (AI Insight)](https://openai.com/index/openai-nvidia-systems-partnership/) not only solidifies the alliance between the two giants but also kicks the industry's computing power arms race into high gear. It's getting intense! 🔥
1. **China's Multi-Department Push for AI Terminals & Connected Cars:** Eight Chinese departments have jointly issued a document, rolling out the red carpet for the future development of digital consumption. They explicitly stated the goal to increase the supply of **AI terminal products** and pilot the on-road use of **intelligent connected vehicles**! 🚀 This means a wave of cool tech products, from AI phones to smart robots, is about to flood the market, and self-driving cars are getting even closer to our daily lives. Want to get a feel for the policy winds? You can [Read the Original Guidance Document (AI News)](https://www.aibase.com/zh/news/21552) and grasp the pulse of the digital era! 🚗
2. **Sam Altman once again painted his grand vision for the future**: as AI capabilities grow stronger, `[access to AI will become a basic human right](https://www.reddit.com/r/artificial/comments/1noir9v/sam_altmans_vision_for_a_future_where_ai/)` 🏛️. To meet this "right," he proposes expanding computing infrastructure at an astonishing pace, even envisioning "compute factories" that could churn out thousands of megawatts of AI compute weekly. Behind this vision is his deep concern about solving the severe shortage of computing power. He believes we shouldn't have to make agonizing choices between "curing cancer" and "universal education," but rather have enough compute to achieve both simultaneously. Ambitious, right? 🤩
2. **x.AI Sues OpenAI for Trade Secret Theft:** The AI world's drama is heating up again! **x.AI** has officially sued **OpenAI** for stealing trade secrets, accusing them of "emptying out" their source code repository by poaching key employees. ⚖️ This legal showdown between Silicon Valley giants isn't just about a battle for tech and talent; it might also uncover the tip of the iceberg of competitive tensions in the AI industry. You can [Follow Up via This Link (AI News)](https://www.reddit.com/r/artificial/comments/1nq11b1/news_flash_xai_sues_openai_for_trade_secret_theft/) and get the juicy first-hand scoop! 🔥
3. Heads up! Your LinkedIn profile might soon become "AI fuel"! **LinkedIn announced that starting November 3, 2025, it will use European user data to train its AI models**, citing "**legitimate interests**" as the legal basis. While they've provided an opt-out option, this move once again shoves tech giants' data appetite and user privacy rights into the spotlight, sparking [widespread discussion on data boundaries (AI Insight)](https://readhacker.news/s/6C94j). Privacy concerns, anyone? 😬
3. **Where's the AI Revolution's Tipping Point?** So, where exactly is the tipping point for the AI revolution? Some argue that unlike the mobile internet, which naturally entered our lives via "entertainment and social interaction," AI is struggling to break through in "productivity" scenarios 🤔. The future mass adoption may not lie in more efficient work, but rather in AI Agents truly handling daily chores, or perhaps digital human interaction becoming the new normal. These [Deep Thoughts Worth Reading (AI News)](https://m.okjike.com/originalPosts/68d4bfdc00520921bcf7f740) on how AI will envelop our lives really make us think.
4. Using AI tools like a pro, but your company's ROI is stuck in neutral? Watch out, you might be mass-producing "**workslop**" 🗑️. This new term refers to AI-generated content that looks polished but lacks substance, cleverly offloading the thinking that creators should do onto reviewing colleagues. This [hotly debated point on Reddit (AI Insight)](https://www.reddit.com/r/artificial/comments/1noe5h3/aigenerated_workslop_is_destroying_productivity/) acutely highlights that AI shouldn't be an excuse for sophisticated laziness; otherwise, team collaboration efficiency will only plummet instead of soaring. So true! 🤦‍♀️
4. **MBTI's Unexpected Power in LLMs:** Hold up, the **MBTI**, once largely dismissed by psychologists as an "entertainment test," is actually showing astonishing effectiveness in large language models! Talk about a wild card! 🤯 This reveals an interesting phenomenon: in a world of massive data, any seemingly far-fetched classification can be unearthed by models as a statistical "fact," given enough data. This discovery makes us rethink the relationship between data and models. You can [Click to View Original Text and Paper (AI News)](https://m.okjike.com/originalPosts/68d4b0c79a7954f97b6e1427) to dig deeper.
### Top Open Source Projects
1. Alibaba Cloud's Tongyi Qianwen open-source image editing model, **Qwen-Image-Edit**, just got a major update, making it feel like a "magic brush" custom-made for creators and designers 🖌️. The new version not only supports **multi-image editing**, cleverly blending people and scenes, but also maintains consistency for portraits and products during editing, with significantly enhanced text processing capabilities. What's even cooler is that it comes with three built-in **ControlNet** models, enabling pixel-level precision control. Say goodbye to creative limitations! 🔥 Seriously impressive! ✨
<br/>![Qwen-Image-Edit Multi-Image Editing Example](https://source.hubtoday.app/images/2025/09/news_01k5vt5qqdfxnt2e28e2k0cgmy.avif)<br/>![Qwen-Image-Edit Portrait Consistency Display](https://source.hubtoday.app/images/2025/09/news_01k5vt5zh0exqrharkcxpntb0e.avif)<br/>
1. **Gin Framework: The Go Language F1 Racer:** The **Gin** framework is like the F1 race car of the Go language world, dominating the high-performance web application and microservices scene with its jaw-dropping speed up to **40 times faster** than similar frameworks! 🏎️ It boasts a super minimal and elegant API, giving developers a delightful coding experience while enjoying peak performance. If you're a Go developer, this project, with its **⭐85.2k** stars, is truly [Don't Miss This Project (AI News)](https://github.com/gin-gonic/gin)!
2. When it comes to downloading videos from YouTube and other sites, there's one name you just can't *not* know: the legendary command-line program, **youtube-dl**. This [project (click to view)](https://github.com/ytdl-org/youtube-dl), boasting a whopping ⭐137.9k stars on GitHub, is the Swiss Army knife for countless developers and data enthusiasts, supporting almost every video website you can imagine. Its power and stability have cemented its place as an indelible cultural icon in the open-source world. A true classic! 🎬
2. **Everyone-Can-Use-English Project: Your Digital Language Tutor:** Still stressed about language barriers? The open-source project named **everyone-can-use-english** is on a mission to make English easy for everyone, acting like an tireless digital language tutor! 👨‍🏫 This project has already snagged **⭐29.2k** stars and helps users bridge the language gap with innovative methods. Come [Experience a New Way to Learn English (AI News)](https://github.com/ZuodaoTech/everyone-can-use-english) and open the door to a new world!
3. Ever dreamed of having a *truly* smart companion in Minecraft, instead of just a run-of-the-mill zombie? Well, the **mindcraft** project might just make that dream come true 🧱. This [interesting project (click to view)](https://github.com/mindcraft-bots/mindcraft), which has garnered ⭐4.1k stars, is injecting real "soul" into the pixelated world using Large Language Models (LLMs) and Mineflayer. Imagine a future where your companion not only helps you mine but can also have philosophical chats with you. How cool is that?!
3. **Memvid Project: Text in Video, Semantic Search at Lightning Speed:** The **memvid** project has a genius idea: encoding massive amounts of text information into MP4 video files to achieve lightning-fast semantic search without needing a database! 🤯 This essentially gives you a video memory bank you can search "by feel," compressing millions of knowledge points into a visual data stream. It's already scored **⭐8.8k** stars. Hurry up and [Explore This Future-Forward Project (AI News)](https://github.com/Olow304/memvid) to feel the data storage revolution! 💡
4. Still stressing out about prepping for technical interviews? The **tech-interview-handbook**, which has bagged a massive ⭐130.2k stars on GitHub, is your ultimate "lifesaver" for landing a spot at those big tech companies 🚀. It meticulously compiles all the core interview knowledge points for busy software engineers, covering everything from algorithms to system design basically, it's the "encyclopedia of interviewing." With this [guide (click to view)](https://github.com/yangshun/tech-interview-handbook) in hand, you'll walk into that interview room brimming with confidence, even if you're short on time. Go get 'em! 💪
4. **Humanlayer Project: AI's GPS for Codebases:** When AI faces a maze of complex codebases, the **humanlayer** project is like equipping it with a super-accurate GPS navigation system, helping AI efficiently locate and solve deeply hidden problems! 🗺️ This project, rapidly gaining traction (already **⭐2.8k** stars), is dedicated to paving the best path for AI to shine in software engineering. If you wanna see how AI can transform into a top-tier programmer, why not [Explore This Project (AI News)](https://github.com/humanlayer/humanlayer)?
5. In today's explosion of AI drawing tools, **Fooocus** takes a different path, bringing the focus back to the two most crucial things: prompts and generation quality. This [tool (click to view)](https://github.com/lllyasviel/Fooocus), with its minimalist design and powerful features, has already attracted ⭐46.6k stars. It lets you skip the complex parameters and just concentrate on your creativity. For users who simply want to enjoy the pure joy of creation, Fooocus is undoubtedly one of the most elegant solutions out there. Brilliant! 💡
5. **Coinbase's x402 Protocol: A New Digital Payment Highway:** **x402** is a brand-new internet payment protocol built on HTTP, launched by Coinbase, aiming to forge a fresh "digital payment highway" for the online world! 💳 It hopes to simplify online transaction processes, making payments as straightforward as browsing a webpage. This visionary [Protocol Details (AI News)](https://github.com/coinbase/x402) has already racked up **⭐1.2k** stars. This could be a significant exploration into the future of internet finance.
### Social Media Shares
1. How do you tell if an AI startup is a "garage band" or a "potential unicorn"? A [founder's deep dive (AI Insight)](https://x.com/Yangyixxxx/status/1970516868235698354) offers an answer: true AI companies champion an "AI First" culture from day one, build robust evaluation systems, and think deeply about Agent frameworks 🧐. They handpick professional users who can provide high-quality feedback and tackle complex scenarios where "base models struggle, but Agents can shine," thereby accumulating real core assets. In contrast, teams that just chase trends and lack long-term vision might just be a flash in the pan. Smart insights! 🧠
1. **Google Gemma 3 Gets a Multimodal Upgrade:** Google's **Gemma 3** model just got a massive sensory upgrade! Now, it can understand text, images, and even video simultaneously, truly achieving multimodal "see-it-all" comprehension. 🤯 This means you can throw any question about documents, pictures, or videos at it, and it'll answer like an all-knowing, all-capable assistant. Come [Watch Gemma 3's Super Demo (AI News)](https://x.com/googleaidevs/status/1970933531049431140) and experience the magic of next-gen AI! ✨<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k60m2zncfxerd8mmdgdn92z8.mp4" controls="controls" width="100%"></video>
2. GitHub itself stepped in to compile a list of **39 commonly used MCP (Multi-Capability Provider) projects** for you a true blessing for Agent developers! 🙌 This list covers a range of practical tools, from the web-scraping wizard Firecrawl to the data-processing powerhouse Elasticsearch, ensuring you won't get lost when building your AI Agent. Go ahead and [save this official recommendation (AI Insight)](https://m.okjike.com/originalPosts/68d1fe25282c7bf8e7656689) to supercharge your AI application development! You're welcome! 😉
<br/>![AI Insight: GitHub's Official MCP Project List](https://cdnv2.ruguoapp.com/Fl7GYyHsEhYtF0010wCNK45Pfi8yv3.png)<br/>
2. **"Vibe Coding" with Figma Remote MCP & GPT-5 Codex:** A developer shared their awesome experience combining **Figma Remote MCP** with **GPT-5 Codex** for "Vibe Coding," resulting in design mockups with astonishing completeness! 🤩 This workflow demonstrates the massive potential when top-tier design tools meet cutting-edge code generation models. The collaboration model for designers and front-end engineers might just get totally flipped. Come [Check Out This Divine Combo (AI News)](https://x.com/op7418/status/1971174710395425197) and see how cool future development processes could be! <br/>![AI News: Figma and Codex Combined Development Process](https://source.hubtoday.app/images/2025/09/news_01k60m3zbtehy9m7m1adr3qkgb.avif)
3. Ever feel like AI-written content is always too short, lacking depth and examples? A [netizen shared a tip (AI Insight)](https://x.com/vista8/status/1970295603839353179) for getting Gemini to "gush with ideas": repeatedly use the "change length" function, letting the AI iteratively expand on its content 🪄. The magic? Gemini doesn't just "pad the word count"; it actively thinks, adds examples, and adjusts the structure, as if wielding Sun Wukong's magical staff, growing longer and stronger. Google's tech truly exceeded many people's expectations, showcasing its powerful iterative writing capabilities! Wow! 🤩
<br/>![AI Insight: Using Gemini to Expand Article Content](https://source.hubtoday.app/images/2025/09/news_01k5vt674se2ssdwa1t2gbefa3.avif)<br/>
4. "When you interact with someone offline, you're essentially prompting them." This [analogy (Source: AI Insight)](https://x.com/lijigang_com/status/1970368960299442301) is just brilliant! It cleverly likens the complex process of human interaction to engaging with a "small model," instantly making "poor communication" sound super techy 🤔. Next time you encounter someone you can't click with, you can elegantly tell yourself: either their model isn't up to par, or your prompting skills still need some work. 😂
3. **ChatGPT as Your Personal Life Coach:** Ever thought about having a 24/7 life mentor? A netizen shared their incredible experience training AI tools like **ChatGPT** to be a personal life coach, using it to manage emotions, analyze dilemmas, and even boost self-affirmation! ✨ By describing scenarios objectively, AI can offer an invaluable third-party perspective, helping us better understand ourselves and others. Get ready to [Learn These Practical Tips (AI News)](https://www.reddit.com/r/artificial/comments/1npwklm/it_is_strongly_recommended_that_everyone_train_ai/) and unlock AI's hidden superpowers! 🌟
---
## **An AI Coding Invitation**
### Three Projects in Six Months, 90% AI-Generated Code, Zero Cost — I'm Building a Community and Live-Streaming My Next Product Development
### Three Projects in Six Months, 90% AI-Coded, Zero Cost — I'm Starting a Community and Live-Streaming My Next Product Development
Hey everyone!
Hey everyone,
Over the past six months, I've been a lone wolf, diving deep and finishing three major open-source projects. One of them, [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API), already boasts over 1000 stars. The craziest part? Looking back, **over 90% of the code was AI-generated!**
Over the past six months, I've been a lone wolf, diving deep and completing three major open-source projects. One of them, [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API), already boasts over 1000 stars. The craziest part? Looking back, **over 90% of the code was generated by AI!**
I didn't shell out a single penny for API fees, relying entirely on free large models like Gemini and Qwen. And no server rental costs eitherplatforms like Cloudflare and Vercel handled everything for me. This whole experience really hit home: **AI is amplifying the creativity of everyday folks in ways we've never seen before.** Mind-blowing! 🤯
I didn't pay a single dime for API fees, relying entirely on free large models like Gemini and Qwen. And no need to rent servers either; platforms like Cloudflare and Vercel handled everything for me. This whole experience really hammered home one thing: **AI is amplifying the creativity of us regular folks in ways we've never seen before.**
That solo journey, while super rewarding, definitely had its lonely moments. Those bug-fixing headaches, those late-night bursts of inspirationI always wished there were fellow travelers to share and chat with.
While the solo journey has been super fulfilling, it's also been a bit lonely, to be honest. Those moments of stumbling into bugs, those late-night flashes of inspiration I always wished I had fellow travelers to share and chat with.
So, an idea sparked: **let's create a knowledge planet (community) to bring together all you fellow tinkerers and creators!** Who's in? 🙋‍♂️
So, an idea sparked in my head: **to create a knowledge community a hub for all you passionate, creative folks to gather!**
This isn't your typical course; it's a genuine co-creation community. The price point is super accessible—just **50 RMB**. Think of it as our "Crazy Thursday" fried chicken fund, a chance to make new friends, and a pact for us all to grow together. Deal? 🤝
This isn't your traditional course; it's a real co-creation community. The price point is super low just **50 RMB**. Consider it like us grabbing a fried chicken feast on a "Crazy Thursday," making new friends, and sealing a pact for mutual growth.
**So, what's in it for you when you join?**
**What do you get by joining us?**
I'm about to kick off developing a **personal prompt management tool** from scratch. Once we hit 7 members on the planet, we're officially launching, and I'll be sharing:
I'm about to start developing a **personal prompt management tool** from scratch. Once we hit 7 members, the community officially kicks off, and I'll be sharing within it:
* **Daily Live Updates**: I'll be logging my development progress, thought process, and tech choices every step of the way.
* **Real-Life Pitfall Diaries**: I'll openly share every problem I hit and my bug-fixing strategies, so you can dodge those annoying detours.
* **Transparent Thought Process**: From product design to technical architecture, I'll lay bare all my reasoning for you to see.
* **Daily Live-Streamed Updates:** I'll be fully documenting my development progress, thought processes, and tech stack choices.
* **Real-World Bug Diaries:** I'll openly share the problems I run into and my bug-fixing strategies, helping you avoid detours.
* **Transparent Thought Process:** Whether it's product design or technical architecture, I'll share all the behind-the-scenes thinking with you.
Here, you can **watch a product come to life, ask questions anytime, jump into discussions, and even influence its direction.** Together, we'll witness how an idea goes from zero to one, eventually becoming a tangible reality you can hold in your hands. How cool is that? 🤩
Here, you can **witness a product being born, ask questions anytime, participate in discussions, and even influence its direction!** Together, we'll watch an idea go from zero to one, ultimately becoming a tangible reality you can hold.
If you're pumped about AI development, and curious to see how someone "arms" themselves with free tools, then you're super welcome to join us! Let's build something awesome. ✨
If you're also stoked about AI development and want to see how one person can "arm" themselves using free tools, then you're super welcome to join!
![Knowledge Planet QR Code](https://source.hubtoday.app/logo/zsxq.jpg)
![Knowledge Community QR Code](https://source.hubtoday.app/logo/zsxq.jpg)
---
## **AI Insight Daily Audio Version**
## **AI Daily Digest Audio Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| :-- | :-- |
| [Whisky Bar of the Afterlife](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Whisky Bar](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Hub](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| --- | --- |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Afterlife Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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#### 何夕2077 / justlovemaki 👋
#### 何夕2077 / justlovemaki
> A decade of code, cool at my fingertips, feelings deep down, unvoiced for too long. But then, the storm of AI broke, and I swore to dive headfirst into the fray, ready to make my mark.
> Been coding for a decade, and while my fingers are cool, some big ideas are still brewing inside.
> But hey, with this AI storm kicking off, I'm ready to jump in and make some waves!
#### My Code Philosophy 🚀
#### My Code Philosophy 💡
> Technology serves the people.
#### My Portfolio ✨
#### Featured Projects 🌟
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* An AI image generation script built on Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This is a content aggregation and generation platform, fully driven by Cloudflare Workers. It's your daily go-to for the latest in AI, serving up industry news, hot open-source projects, cutting-edge academic papers, and all the buzz from tech influencers' social media.
* Wanna see more cool stuff? Just hit up my [GitHub](https://github.com/justlovemaki)!
* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* A script that generates AI images, all thanks to Cloudflare Workers.
* **[Open Source Contribution / CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This platform, supercharged by Cloudflare Workers, aggregates and generates content. It dishes out daily AI insights, covering everything from industry news and hot open-source projects to cutting-edge research papers and what tech influencers are buzzing about.
* Wanna dive deeper? My [GitHub](https://github.com/justlovemaki) has all the juicy project details.
#### What I'm Diving Into Now 🌱
#### What I'm Digging Into Now 🔍
> LLM applications and website SEO? Yeah, I'm super into those right now! Actively learning and getting my hands dirty with them.
Right now, I'm totally geeking out over LLM applications and website SEO, diving deep into learning and hands-on practice.

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# Contact Me 🤝
# Contact Me
I'd absolutely love to hear your thoughts and suggestions! If you've got any questions, brilliant collaboration ideas, or just need some support, hit me up using the methods below.
I'd absolutely love to hear from you! Your thoughts, suggestions, questions, collaboration ideas, or support needs are all super welcome. Feel free to connect with me using the methods below. 👇
I promise to get back to your emails super fast.
You can bet I'll get back to your emails super fast! 📧
---
## **Contact Info**
## **Get in Touch**
* **Email:** 📧
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **Personal WeChat:** 💬
* **Personal WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect and chat!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Let's chat!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends and public holidays)

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---
# Privacy Policy
*Last updated: June 1, 2025*
*Last Updated: June 1, 2025*
---
This Privacy Policy describes Our policies and procedures on the collection, use, and disclosure of Your information when You use the Service. It also tells You about Your privacy rights and how the law protects You. 🛡️
This Privacy Policy outlines our approach to collecting, using, and disclosing your information when you use our service. It also fills you in on your privacy rights and how the law has your back.
We use Your Personal Data to provide and improve the Service. By using the Service, You agree to the collection and use of information in accordance with this Privacy Policy. Sounds good, right?
Your personal data is super important to us! We use it to power up and improve our service. By hopping on board and using our service, you're giving us the green light to collect and use your info just as described in this Privacy Policy.
## Interpretations and Definitions
## Definitions
### Interpretations
Words with capitalized initial letters have meanings defined under the following conditions. The following definitions shall have the same meaning whether they appear in singular or in plural. Got it?
### Interpretation
Capitalized words are defined under the conditions below. Whether they appear in singular or plural form, these definitions always mean the same thing.
### Definitions
For the purposes of this Privacy Policy: 👇
For the lowdown on this Privacy Policy:
- **Account** means a unique account created for You to access our Service or parts of our Service.
- **Account** means the unique account made for you to access our service or parts of it.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for the election of directors or other managing authority.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party. Here, "control" means owning 50% or more of shares, equity, or other securities that can vote for directors or other managing bodies.
- **Company** (referred to as either "the Company", "We", "Us", or "Our" in this Agreement) refers to **hubtoday**.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this agreement) refers to **hubtoday**.
- **Cookies** are small files that are placed on Your computer, mobile device, or any other device by a website, containing the details of Your browsing history on that website among its many uses.
- **Cookies** are tiny files websites place on your computer, mobile device, or any other device. They're packed with details like your browsing history on that site and serve many purposes.
- **Country** refers to: California, United States. 🇺🇸
- **Country** refers to: California, USA.
- **Device** means any device that can access the Service such as a computer, a cellphone, or a digital tablet.
- **Device** means any gadget that can hit up the service, like a computer, cellphone, or a digital tablet.
- **Personal Data** is any information that relates to an identified or identifiable individual.
- **Personal Data** is any info connected to an identified or identifiable individual.
- **Service** refers to the Website.
- **Service** means this Website.
- **Service Provider** means any natural or legal person who processes the data on behalf of the Company. It refers to third-party companies or individuals employed by the Company to facilitate the Service, to provide the Service on behalf of the Company, to perform services related to the Service, or to assist the Company in analyzing how the Service is used.
- **Service Provider** means any natural or legal person processing data on the Company's behalf. This includes third-party companies or individuals hired by the Company to facilitate the Service, provide the Service on behalf of the Company, perform service-related tasks, or help the Company analyze how the Service is used.
- **Usage Data** refers to data collected automatically, either generated by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
- **Usage Data** means data collected automatically. This data is generated either by using the Service or the Service infrastructure itself (e.g., how long a page visit lasts).
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, which you can find at `https://ai.hubtoday.app/`.
- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service.
- **You** means the individual accessing or using the Service, or the company/other legal entity on behalf of whom such individual is accessing or using the Service.
## Collecting and Using Your Personal Data
## How We Collect & Use Your Personal Data
### Types of Data We Collect
### Types of Data We Grab
#### Personal Data
When You're using Our Service, We may ask You to provide Us with certain personally identifiable information that can be used to contact or identify You. Personally identifiable information may include, but isn't limited to: 📝
When you're using our Service, we might ask you to give us some personally identifiable information that helps us get in touch or figure out who you are. This personal info could totally include (but isn't limited to):
- Email address
- Usage Data
#### Usage Data
Usage Data is collected automatically when You use the Service.
Usage Data? Yep, that's automatically collected when you use the Service.
Usage Data may include information like Your Device's Internet Protocol address (e.g. IP address), browser type, browser version, the pages of Our Service that You visit, the time and date of Your visit, the time spent on those pages, unique device identifiers, and other diagnostic data. You know, the techy stuff!
Usage Data can cover things like your device's Internet Protocol address (think IP address), browser type, browser version, which pages of our Service you visit, the time and date of your visit, how long you chill on those pages, unique device identifiers, and other diagnostic data.
When You access the Service by or through a mobile device, We may collect certain information automatically. This includes, but isn't limited to, the type of mobile device You use, Your mobile device's unique ID, the IP address of Your mobile device, Your mobile operating system, the type of mobile Internet browser You use, unique device identifiers, and other diagnostic data. Pretty standard stuff, right?
Accessing the Service via your mobile device? We might automatically snag certain info, like (but not limited to!) your mobile device type, its unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you're rocking, unique device identifiers, and other diagnostic data.
We may also collect information that Your browser sends whenever You visit Our Service or when You access the Service by or through a mobile device.
And hey, when you visit our Service or hit it up on a mobile device — we might also collect info your browser sends our way.
### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to track the activity on Our Service and store certain information. The tracking technologies used are beacons, tags, and scripts to collect and track information and to improve and analyze Our Service. The technologies We use may include: 🍪
### Tracking Technologies & Cookies
Cookies and similar tracking technologies? We totally use 'em to keep tabs on activity within our Service and store some info. These tracking technologies include awesome stuff like beacons, tags, and scripts. They're all about collecting and tracking info to help us level up and analyze our Service. The tech we use might include:
- **Cookies or Browser Cookies**: A Cookie is a small file placed on Your Device. You can tell Your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if You don't accept Cookies, You might not be able to use some parts of Our Service. Unless You've adjusted Your browser setting so that it will refuse Cookies, Our Service may use Cookies.
- **Web Beacons**: Certain sections of Our Service and Our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs). These awesome little files allow the Company, for example, to count users who have visited those pages or opened an email and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity). Pretty neat, huh?
- **Cookies or Browser Cookies**: A Cookie is a small file tucked away on your Device. You can tell your browser to ditch all Cookies or to give you a heads-up when one's being sent. But heads up: if you don't take Cookies, some parts of our Service might be off-limits. Unless you've tweaked your browser settings to say "no thanks" to Cookies, our Service will likely use them.
- **Web Beacons**: Some parts of our Service and our emails might contain tiny electronic files called Web Beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These awesome files let the Company, for example, count users who've visited those pages or opened an email, and for other related website stats (like, seeing how popular a certain section is and verifying system and server integrity).
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies stay on Your personal computer or mobile device when You go offline, while Session Cookies are deleted as soon as You close Your web browser. Just so You know! 😉
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies stick around on your personal computer or mobile device even when you go offline, while Session Cookies vanish the moment you close your web browser.
We use both Session and Persistent Cookies for the purposes set out below: 👇
We use both Session and Persistent Cookies for the following cool purposes:
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are super essential to provide You with services available through the Website and to enable You to use some of its features. They help to authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services that You have asked for cannot be provided, and We only use these Cookies to provide You with those services. No kidding!
- **Purpose**: These Cookies are absolutely vital to hook you up with services available through the Website and to let you use some of its rad features. They help authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services you've asked for can't be provided, and we only use these Cookies to give you those services.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies identify if users have accepted the use of cookies on the Website. Simple as that! ✅
- **Purpose**: These Cookies are used to figure out if users have given a thumbs-up to the use of cookies on the Website.
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies let Us remember choices You make when You use the Website, like remembering Your login details or language preference. The whole point of these Cookies is to give You a more personal experience and to avoid You having to re-enter Your preferences every single time You use the Website. Pretty handy, right? 😎
- **Purpose**: These Cookies empower us to remember the choices you make when you use the Website, like recalling your login deets or language preference. The whole point of these Cookies is to give you a more personalized experience and save you from having to re-enter your preferences every single time you hit up the Website.
For more info about the Cookies We use and Your choices regarding Cookies, please visit Our Cookies Policy or the Cookies section of Our Privacy Policy. Don't be shy!
Wanna know more about the Cookies we use and your options concerning them? Swing by our Cookies Policy or the Cookies section of our Privacy Policy!
### How We Use Your Personal Data
The Company may use Personal Data for the following purposes: 👇
The Company might just use Personal Data for the following awesome purposes:
- **To provide and maintain our Service**, including monitoring the usage of our Service. Keeping things smooth!
- **To manage Your Account**: to manage Your registration as a user of the Service. The Personal Data You give us can get You access to different functionalities of the Service that are available to You as a registered user. Easy peasy!
- **For the performance of a contract**: the development, compliance, and undertaking of the purchase contract for the products, items, or services You have purchased or of any other contract with Us through the Service. We gotta uphold our end of the deal! 🤝
- **To contact You**: by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products, or contracted services, including the security updates, when necessary or reasonable. We'll keep You in the loop! 🔔
- **To provide You with news**, special offers, and general info about other goods, services, and events We offer that are similar to those that You have already purchased or inquired about, unless You have opted not to receive such info. Stay informed (or not, Your choice!)
- **To manage Your requests**: to attend and manage Your requests to Us. We're here to help! 🙋‍♀️
- **For business transfers**: We may use Your info to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about Our Service users is among the assets transferred. It's all part of the business world, folks!
- **For other purposes**: We may use Your info for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of Our promotional campaigns, and to evaluate and improve Our Service, products, marketing, and Your experience. Always striving for better! ✨
- **To provide and maintain our Service**, which totally includes keeping an eye on how our Service is being used.
- **To manage Your Account**: This means handling your registration as a user of the Service. The Personal Data you provide lets you get to all the different features available to you as a registered user.
- **For the performance of a contract**: This involves the development, compliance, and carrying out of the purchase contract for the products, items, or services You've bought, or any other contract with Us via the Service.
- **To contact You**: We might reach out to you via email, phone calls, SMS, or other equivalent electronic communication forms (like push notifications from a mobile app!). This is to give you updates or informative communications related to features, products, or contracted services, including security updates, whenever they're needed or just plain reasonable.
- **To provide You with news**, special offers, and general info about other goods, services, and events we offer that are similar to what you've already bought or asked about, unless you've told us you're not into receiving that stuff.
- **To manage Your requests**: This is about handling and managing any requests you fire our way.
- **For business transfers**: We might use your info to evaluate or go through with a merger, divestiture, restructuring, reorganization, dissolution, or any other sale or transfer of some or all of our assets. This could be as a going concern or as part of bankruptcy, liquidation, or similar proceedings, where Personal Data held by us about our Service users is among the assets being transferred.
- **For other purposes**: We might use your info for other stuff like data analysis, spotting usage trends, figuring out how effective our promotional campaigns are, and to evaluate and improve our Service, products, marketing, and your overall experience.
We may share Your personal info in the following situations: 🔄
We might just share your personal info in these situations:
- **With Service Providers**: We may share Your personal info with Service Providers to monitor and analyze the use of Our Service and to contact You. They help us keep things running smoothly!
- **For business transfers**: We may share or transfer Your personal info in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business by another company. Just business as usual!
- **With Affiliates**: We may share Your info with Our affiliates, in which case We'll require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us. It's a family affair! 👨‍👩‍👧‍👦
- **With business partners**: We may share Your info with Our business partners to offer You certain products, services, or promotions. Teamwork makes the dream work! 🚀
- **With other users**: When You share personal info or otherwise interact in the public areas with other users, such info may be viewed by all users and may be publicly distributed outside. So, be mindful of what You share out there! 🌐
- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent. You're in control! 👍
- **With Service Providers**: We might share your personal info with Service Providers to monitor and analyze how our Service is being used, and to get in touch with you.
- **For business transfers**: We might share or transfer your personal info during any merger, sale of Company assets, financing, or acquisition of all or a portion of our business by another company, or during negotiations for such.
- **With Affiliates**: We might share your info with our Affiliates. If we do, we'll totally demand that those Affiliates stick to this Privacy Policy. Our Affiliates include our parent company and any other subsidiaries, joint venture partners, or other companies we control or that are under common control with us.
- **With business partners**: We might share your info with our business partners to hook you up with certain products, services, or promos.
- **With other users**: When you share personal info or interact in public areas with other users, that info might be seen by all users and could even be put out there publicly outside our Service.
- **With Your consent**: If you give us the green light, we might just spill your personal info for any other purpose.
### Retention of Your Personal Data
The Company will retain Your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We'll keep and use Your Personal Data to the extent necessary to comply with Our legal obligations (for example, if We're required to retain Your data to comply with applicable laws), resolve disputes, and enforce Our legal agreements and policies. Basically, only as long as we need to! 🕰️
### How Long We Keep Your Personal Data
The Company will only hold onto your Personal Data for as long as it's totally necessary for the reasons explained in this Privacy Policy. We'll keep and use your Personal Data to the extent required to meet our legal obligations (like, if we need to hold your data to comply with applicable laws), sort out disputes, and enforce our legal agreements and policies.
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally kept for a shorter period, except when this data is used to strengthen the security or to improve the functionality of Our Service, or We are legally obligated to retain this data for longer periods. Makes sense, right?
The Company will also stash away Usage Data for internal analysis. Usage Data is usually kept for a shorter period, unless it's used to beef up the security of our Service or improve its functionality, or if we're legally bound to keep this data for longer.
### Transfer of Your Personal Data
Your info (including Personal Data) is processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means that this info may be transferred to — and maintained on — computers located outside of Your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of Your jurisdiction. Don't worry, we're careful with it! 🌍
### Transferring Your Personal Data
Your info (Personal Data included!) gets processed at the Company's operating offices and wherever else the parties involved in the processing are located. This means your info might get shipped over to — and kept on — computers outside your state, province, country, or other governmental jurisdiction. Those places might have data protection laws that are different from yours.
Your consent to this Privacy Policy followed by Your submission of such info represents Your agreement to that transfer. You're on board with this!
By consenting to this Privacy Policy and submitting such info, you're totally giving a nod to that transfer.
The Company will take all steps reasonably necessary to ensure that Your data is treated securely and in accordance with this Privacy Policy. No transfer of Your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of Your data and other personal information. We got Your back! 💪
The Company will take all reasonably necessary steps to make sure your data is handled securely and in line with this Privacy Policy. We won't transfer your Personal Data to any organization or country unless there are solid controls in place, including the security of your data and other personal information.
### Deleting Your Personal Data
You have the right to delete or request that We assist in deleting the Personal Data that We have collected about You. It's Your data, after all! ✨
You've got the right to delete your Personal Data, or ask for our help in deleting it, any data we've collected about you.
Our Service may give You the ability to delete certain info about You from within the Service. Pretty convenient, right?
Our Service might let you zap certain info about yourself right from within the Service.
You may update, amend, or delete Your info at any time by signing in to Your Account (if You have one) and visiting the account settings section that allows You to manage Your personal info. You can also contact Us to request access to, correct, or delete any personal info that You have provided to Us. Just let us know! 🗣️
You can always log into your account (if you've got one!) and hit up the account settings section that lets you manage your personal info. From there, you can update, modify, or delete your deets. You can also totally get in touch with us to request access to, correct, or delete any personal info you've tossed our way.
But hey, please note that We may need to retain certain info when We have a legal obligation or a lawful basis to do so. Legal stuff, You know? 🤷‍♀️
But hey, do note that we might need to hang onto some info when we've got a legal obligation or a legit reason to do so.
### Disclosure of Your Personal Data
### Disclosing Your Personal Data
#### Business Transactions
If the Company is involved in a merger, acquisition, or asset sale, Your Personal Data may be transferred. We'll give You a heads-up before Your Personal Data is transferred and becomes subject to a different Privacy Policy. Just a fair warning! 🔔
If the Company gets caught up in a merger, acquisition, or asset sale, your Personal Data might get transferred. We'll totally give you a heads-up before your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law enforcement
Under certain circumstances, the Company may be required to disclose Your Personal Data if legally mandated to do so, or in response to valid requests by public authorities (e.g., a court or a government agency). We gotta follow the rules! 🚔
In certain situations, the Company might be on the hook to spill your Personal Data if the law demands it or if public authorities (like a court or government agency) make a valid request.
#### Other Legal Requirements
The Company may disclose Your Personal Data in the good faith belief that such action is necessary to: 👇
The Company might spill your Personal Data if we genuinely believe such action is needed to:
- Comply with a legal obligation
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing in connection with the Service
@@ -152,26 +151,26 @@ The Company may disclose Your Personal Data in the good faith belief that such a
- Protect against legal liability
### Security of Your Personal Data
The security of Your Personal Data is super important to Us, but remember that no method of transmission over the Internet, or method of electronic storage, is 100% secure. While We strive to use commercially acceptable means to protect Your Personal Data, We can't guarantee its absolute security. We do our best, though! 🔒
The security of Your Personal Data is super important to us, but keep in mind, no method of transmission over the Internet, or method of electronic storage, is 100% bomb-proof secure. While we totally strive to use commercially acceptable ways to protect your Personal Data, we can't guarantee its absolute security.
## Children's Privacy
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect personally identifiable information from anyone under 13. If You're a parent or guardian and You know that Your child has provided Us with Personal Data, please hit Us up! If We figure out that We've collected Personal Data from anyone under 13 without verified parental consent, We'll totally take steps to remove that info from Our servers. Kids, stay safe online! 🧒👧
## Kids' Privacy
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect personally identifiable info from anyone under 13. If you're a parent or guardian and you know your kiddo has slipped us some Personal Data, please hit us up. If we find out we've snagged Personal Data from anyone under 13 without verifiable parental consent, we'll totally take steps to delete that info from our servers.
If We need to rely on consent as a legal basis for processing Your info and Your country requires consent from a parent, We may ask for Your parent's consent before We collect and use that info. Just making sure everyone's cool with it! ✅
If we need to rely on consent as the legal basis for processing your info, and your country requires a parent's consent, we might just ask for your parent's consent before we collect and use that info.
## Links to Other Websites
Our Service may contain links to other websites that aren't operated by Us. If You click on a third-party link, You'll be whisked away to that third party's site. We seriously recommend You review the Privacy Policy of every site You visit. Safety first! 🔗
Our Service might just feature links to other websites that aren't run by us. If you click on a third-party link, you'll be whisked away to that third party's site. We seriously recommend you check out the Privacy Policy of every site you visit.
We have absolutely no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services. Just a heads up!
We simply can't control the content, privacy policies, or practices of any third-party sites or services, and we totally don't take any responsibility for them.
## Changes to This Privacy Policy
We may update Our Privacy Policy from time to time. We'll let You know about any changes by posting the new Privacy Policy on this page. Keeping You in the loop! 🔄
We might update our Privacy Policy every now and then. We'll let you know about any changes by dropping the new Privacy Policy right here on this page.
Before the changes hit, We'll let You know via email and/or a prominent notice on Our Service, and We'll update the "Last updated" date at the top of this Privacy Policy. No surprises here! 😉
Before the changes kick in, we'll give you a heads-up via email and/or a super noticeable announcement on our Service, and we'll update the "Last Updated" date at the top of this Privacy Policy.
It's a good idea to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they're posted on this page. Stay tuned!
We recommend you regularly peep this Privacy Policy for any changes. Changes to this Privacy Policy are live the moment they're posted on this page.
## Contact Us
If You have any questions about this Privacy Policy, You can totally hit us up: 👇
## Hit Us Up!
Got any questions about this Privacy Policy? You can totally hit us up:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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@@ -10,44 +10,32 @@ sidebar:
---
Hey there! Welcome to **ai.hubtoday** (which we'll just call 'the Site' or 'us' from here on out). Before you dive in, please give these Terms of Service a good read. By accessing or using the Site, you're agreeing to them, simple as that.
Welcome to **ai.hubtoday** (referred to here as "the Site" or "we")! Before you dive into using our services, please take a moment to carefully read these Terms of Service. By accessing or using the Site, you're giving a thumbs-up 👍 to these terms.
## 1. About Our Services
So, what are we all about? **ai.hubtoday** offers users a sweet suite of paid subscription content and membership services. Think blog posts, exclusive resources, e-books, community vibes, and more. Heads up, though: some of the extra cool stuff is only for our subscribed members.
## 1. Service Introduction
What are our services all about? 🤔 Well, **we hook users up** with paid subscription content and awesome member-exclusive services! This includes, but isn't limited to, blog posts, special resources, e-books, and even community interaction. Just a heads-up: some of our juiciest content is only for subscribers!
## 2. User Registration & Accounts
- **To get started**, you'll need to register an account by providing a valid email address and setting a password.
- **Your account security is on you!** You're responsible for keeping it safe and for all activity that happens under it. Oh, and absolutely **no transferring or sharing your account** that's a big no-no.
- **We reserve the right to step in.** If you violate these terms, we have the right to **suspend or terminate** your account. Just sayin'.
Let's talk about **your account and registration**. 🔒 To get started, you'll need to provide a valid email address and set up a password. Remember, you're the captain of your account's security and all the action happening on it so keep it safe! Absolutely **no transferring or sharing** your account, please. If you ever break these terms, just know that **we have the right to suspend or terminate** your account. Bummer, we know.
## 3. Paid Subscription Services
- **Our subscription services** are billed monthly or annually. You'll see the exact cost clearly laid out on the checkout page. No hidden surprises here!
- **All your payments** go through trusted third-party platforms (think Stripe, PayPal). Rest assured, **we never store your payment info** ourselves.
- **Your subscription will automatically renew**. Don't want it to? Just make sure you cancel before your current billing cycle ends.
- **Our awesome 14-day refund policy** is here for first-time subscribers! 🎉 If you're not happy with our service within 14 days of your purchase, you can snag a full refund. Just hit us up at the contact email at the end of these terms and tell us why you're leaving. FYI: This is a one-time deal per user. After 14 days, or if it's not your first subscription, payments are generally **non-refundable**, unless the law says otherwise.
Alright, let's dive into our **paid subscription services**. 💰 Your subscription will be billed either monthly or annually, and you'll see all the juicy details about the fees right on the checkout page. Good news: all payments go through trusted third-party platforms (like Stripe and PayPal), so **we don't store your payment info** secure and sound! Your subscription is set to **auto-renew**, so if you decide to jump off the wagon, just make sure to cancel before your current billing cycle ends. Now, for the sweet spot: our **14-day refund policy**! 🎉 If you're a first-time subscriber and not totally stoked with our service within 14 days of purchase, you can totally ask for a full refund. Just hit us up via the contact email at the end of these terms and tell us why. Heads-up: this is a one-time deal per user. After 14 days, or if it's not your first rodeo, payments are generally **non-refundable**, unless the law absolutely says otherwise.
## 4. Content Usage & Intellectual Property
- **All original content is © copyrighted by ai.hubtoday (that's us!).** So, no copying, reprinting, or using it for commercial stuff without our say-so. Seriously, don't.
- **You get a non-exclusive, non-transferable right to access** our content, purely for your personal learning and reading pleasure. No sharing your access codes!
- **Need to use our stuff commercially or cite it heavily?** Just reach out to us for authorization first. We're usually pretty friendly! 😉
Regarding **content usage and intellectual property**: 🧠 Just so we're crystal clear, all our original content is **copyrighted by us (hubtoday)**. That means you can't just copy, repost, or use it for commercial stuff without our say-so. When you subscribe, you're getting a **non-exclusive, non-transferable access right** strictly for your personal learning and reading pleasure. If you're thinking big-time commercial use or heavy quoting, please hit us up for authorization first!
## 5. User Conduct Guidelines
- **It's a definite no-go to upload, post, or spread** any content that's illegal, harassing, false, offensive, or steps on someone else's rights. Let's keep it clean, folks!
- **Don't even think about bulk downloading, scraping, or cracking our member content** using any tech wizardry. We see you! 👀
- **We've got the right to remove any inappropriate content** and, yes, **ban users who don't play by the rules**. Consider this your fair warning!
## 5. User Conduct Rules
Let's talk about **user conduct the do's and don'ts**. 🚫 Here's the deal: it's absolutely **forbidden** to upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Also, please don't try to bulk download, scrape, or crack our member content using any tech tricks that's a big no-no. If we spot any naughty content, **we've got the right to remove it and even ban users** who don't play by the rules. Keep it clean, folks!
## 6. Service Changes & Interruptions
- **We reserve the right to tweak, suspend, or totally stop parts or all of our services** whenever we need to, without giving you a heads-up. It's just how the digital cookie crumbles sometimes.
- **We can't be held responsible for compensation** if our content goes temporarily offline due to things beyond our control—like acts of God, server hiccups, or third-party service outages. Life happens! 🤷‍♀️
Now, about **service changes and interruptions**. ⚠️ Just a heads-up: we reserve the right to tweak, pause, or even stop parts or all of our services anytime, without needing to give you a heads-up. Life happens, right? If something unexpected like force majeure, a server hiccup, or a third-party service outage means you can't access content temporarily, **we won't be on the hook for any compensation**. We appreciate your understanding!
## 7. Disclaimer
- **The info we provide on the Site is strictly for reference only.** It's **not** professional advice of any kind so don't take it as financial, legal, medical, or any other kind of expert guidance.
- **We are absolutely not responsible** for any direct or indirect losses you might experience from using our content or services. Just keeping it real!
Time for a **quick disclaimer**! 📢 The info we dish out on the site is purely for your reference it's absolutely **not professional advice** (think financial, legal, medical, etc.). Also, if you happen to experience any direct or indirect losses from using our content or services, **we're generally not responsible** for that. Just keeping it real!
## 8. Governing Law
- **These Terms of Service are governed by, and interpreted according to, the laws of the State of California, USA.** We're not messing with any conflict-of-law principles here.
- **Got a beef about these terms?** Let's try to sort it out amicably first! If friendly chats don't cut it, you agree to take any unresolved disputes to the courts in Santa Clara County, California. Deal?
When it comes to **governing law**, ⚖️ these Terms of Service are all about the laws of the State of California, USA, and they'll be interpreted accordingly, no matter any conflict of law principles. Should any little squabble pop up related to these terms, let's try to hash it out friendly-style first, okay? If we can't sort it out that way, then you agree to take it to the courts in Santa Clara County, California. Fingers crossed we won't need to!
## 9. Get In Touch
- **Got questions about these terms?** No worries, just hit us up using the contact info below:
## 9. Contact Us
Got questions? 🙋‍♀️ If anything about these terms leaves you scratching your head, just **hit us up**!
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)