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---
linkTitle: 09-18-Daily
title: 09-18-Daily AI News Daily
weight: 14
breadcrumbs: false
comments: true
description: Figma is handing designers a magic wand with its brand-new AI Editing
features! Seriously, you can now "command the canvas" into reality. Just pick any
canva.
---
## AI News Daily 2025/9/18
> `AI News` | `Daily Morning Read` | `Aggregated Web Data` | `Cutting-Edge 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**
```
Figma and Gamma are shaking up design and content creation, integrating AI to let you revolutionize workflows with natural language.
Li Fei-Fei's team just dropped a model that can cook up massive 3D worlds, but watch out: fresh visual attacks are exposing multimodal AI's security weak spots.
Google teamed up with industry titans to forge a payment protocol for AI agents. Meanwhile, PyTorch is absolutely crushing it in the open-source large model space, where competition is cutthroat!
Open-source projects are buzzing about Xiaohongshus audio models and Googles TimesFM, a new time series prediction model. Developers are seriously hyped!
Tech giants are playing hardball, using political moves to sway AI legislation. Plus, the emotional bonds forming between humans and AI? That's the hot new research topic.
```
### Product & Feature Updates
1. *Figma* is handing designers a magic wand with its brand-new **AI Editing features**! Seriously, you can now "command the canvas" into reality. Just pick any canvas, dish out instructions in natural language, and poof! Whether you're tweaking layouts or swapping themes, AI handles it instantly, waving goodbye to tedious manual edits. This game-changing feature is currently in limited beta for paid users. If you're a designer itching to get your hands on it, go [Apply for Beta Access - (AI News)](https://docs.google.com/forms/d/e/1FAIpQLSdGtm-FFZIq1mhn62VRvMBP71yGG_zn9mjKgeqKhDUY-ymMvQ/viewform) and get ready for a design workflow revolution! ✨🚀<br/></video><br/>
2. Are you still pulling your hair out over PPTs? Well, the wildly popular presentation tool *Gamma* just kicked off the **Gamma 3.0** era, unleashing its revolutionary **Gamma Agent** and **API** features! Now, you can tell AI to "make it more intuitive" for instant slide beautification, or use the API to transform meeting notes into slick reports with a single click. It's totally flipping the creative process on its head. This update aims to empower everyone to express themselves effortlessly, while also unlocking endless possibilities for advanced users. Talk about an "industrial revolution" for presentation tools! 🤯✨<br/></video><br/>
3. *Google* is completely redefining "textbooks" with its **Learn Your Way** tool, making those "one-size-fits-all" traditional schoolbooks a thing of the past! This experimental platform, powered by **LearnLM**, automatically transforms dry text into interactive quizzes, animated slides, or even mind maps, all customized to a student's grade and interests. Not only does this make learning truly personalized, but experiments have also shown students using the tool boosted their long-term memory by an average of 11%! Its genuinely learning made fun. Ready to check it out? [Experience it Online - (AI News)](https://learnyourway.withgoogle.com/)! 📚🧠<br/>![AI News: Learn Your Way's Personalized Learning Process](https://source.hubtoday.app/images/2025/09/news_01k5c69bgze5c80kq2900g0a6n.avif)![Multimodal Learning Methods Display](https://source.hubtoday.app/images/2025/09/news_01k5c69zptfj1vpytkbc9vvh7q.avif)<br/>
4. *ChatGPT's search function* just got a massive upgrade, aiming squarely at a more precise, reliable, and practical information retrieval experience! This update significantly cuts down on AI's "confidently incorrect" hallucinations and refines its ability to recognize shopping intent, making recommendations spot-on. What's even cooler is that the answer formats are now much more aesthetically pleasing and easier to read. So, you'll get information super fast without missing out on quality or detail. 🔍🚀<br/>![AI News: ChatGPT Search Function Update Notification](https://source.hubtoday.app/images/2025/09/news_01k5c5y550ezxvy8wtw24wqz69.avif)<br/>
5. *Gemini* recently rolled out a super fun sticker generation feature that lets you transform any photo into a versatile emoji master! Users can pick from various sticker styles, and AI will whip up a series of lively and amusing emoji stickers based on their photos. Both the interactive experience and the generated results are pretty mind-blowing. Go [Experience it on Google Gemini's Official Website](https://gemini.google.com/share/53eec61f7d5b) and see what new tricks your selfies can pull off! ✨🤳<br/>![AI News: Gemini Photo-to-Sticker Generation Feature Demo](https://source.hubtoday.app/images/2025/09/news_01k5c5yfgtf3pvzkwf5ym2ddk0.avif)![User-Generated AI Sticker Effect Image](https://source.hubtoday.app/images/2025/09/news_01k5c5yvvge56sqne0md3568dr.avif)<br/>
6. Good news from *OpenAI*! They've reset **GPT-5-Codex** usage limits for all users as compensation for recent service slowdowns caused by new GPU deployments. This means everyone can now fully experience this powerful code generation model and push its performance to the max! According to an [Official Announcement - (AI News)](https://x.com/dotey/status/1968170977671647453), OpenAI will continue boosting computing power this week to ensure super smooth system performance. So coders, feel free to "stress test" it to your heart's content! 🥳💻
7. The new version of **Codex** just added another incredible skill to its arsenal! Now, when implementing frontend UI features, it can perform screenshot comparisons just like a meticulous QA engineer. It uses the **PlayWright** tool to take screenshots of pages before and after modifications, verifying if the visual effects match expectations. Once done, it automatically deletes the screenshots, creating a perfect development closed loop. This [Ingenious Workflow](https://x.com/dotey/status/1968061000248434864) undoubtedly elevates the reliability of AI programming to a whole new level! 🚀✅
### Cutting-Edge Research
1. *World Labs*, the startup founded by "AI Godmother" Fei-Fei Li, has dropped the mind-blowing spatial intelligence model **Marble**, launching 3D world generation into an "infinite exploration" era! With just a single image or text prompt, Marble can conjure up a persistent, grand, and consistent **3D world** where users can freely wander, feeling like they've stepped into a digital "Inception." This isn't just leagues ahead of similar tech; their [Official Blog](https://www.worldlabs.ai/blog/bigger-better-worlds) also shows off its astonishing potential to stitch multiple scenes into even vaster worlds. The future is here, folks! 🤯✨<br/>![AI News: Marble-Generated Grand 3D World](https://source.hubtoday.app/images/2025/09/news_01k5c5z1cfevkrksdrcjyxg7fw.avif)![User Freely Exploring the Generated 3D World](https://source.hubtoday.app/images/2025/09/news_01k5c5z5gpeygv6xkfwkaf3zmk.gif)<br/>
2. Deep learning hyperparameter tuning can feel like alchemy—time-consuming, laborious, and often down to luck. But now there's a fresh solution: the **MetaLLMiX** framework has burst onto the scene! This [Newly Published Research Paper](https://arxiv.org/abs/2509.09387) introduces a zero-shot hyperparameter optimization method that combines meta-learning with LLM inference. It can "guess" the optimal model and parameters by analyzing historical experiment data, sidestepping repetitive trial and error. Experiments show that this "AI strategist" not only matches traditional methods in performance but also slashes computational costs by over 99%! It's truly a godsend for deep learning practitioners. ✨🤯
3. The "Achilles' heel" of multimodal large models has been found, with a new visual jailbreak attack called **VisCo Attack** emerging! Unlike previous methods that hid text within images, this [New Research](https://github.com/Dtc7w3PQ/Visco-Attack) proposes an attack where visual information is an essential component for building a complete harmful scenario. This makes the attacks far more realistic and deceptive, even **GPT-4o** isn't immune! This discovery serves as a serious wake-up call for multimodal model security, reminding us that while we enjoy the convenience, we must also be vigilant about potential visual vulnerabilities. 🚨👁️
### Industry Outlook & Social Impact
1. *Google*, partnering with over 60 industry giants, is officially launching **AP2 (Agent Payments Protocol)**—a dedicated "wallet" for AI agents! This protocol aims to provide a secure and traceable payment standard for **Agents** performing cross-platform purchasing tasks, tackling the three core challenges of authorization, authenticity, and accountability. With [This Protocol](https://github.com/google-agentic-commerce/AP2) going live, a whole new AI-driven business model is quietly unfolding. Your future AI assistant might just outspend you! 💸🤖<br/>![AI News: Google Agent Payment Protocol AP2](https://source.hubtoday.app/images/2025/09/news_01k5c5znbaf7180h91k0097c4a.avif)![AP2 Ecosystem Partners Lineup is Strong](https://source.hubtoday.app/images/2025/09/news_01k5c5zsn0fsb9q495dn66t1h1.avif)<br/>
2. The *large model open-source arena* is currently playing out like a real-life "Game of Thrones," with a new [Ecosystem Panorama Report](https://antoss-landscape.my.canva.site/) revealing stunning shake-ups: **TensorFlow** has quietly exited, while PyTorch now reigns supreme! In this dramatic shift, **AI Coding** has emerged as the hottest track, yet the average project lifespan across the entire ecosystem is less than three years, highlighting an incredibly brutal cycle of new and old. This report isn't just a "survival guide" for developers; it's a prime window into understanding the tech trends of the **AI Agent** era. 💥📈<br/>![Large Model Open Source Ecosystem Panorama 2.0](https://source.hubtoday.app/images/2025/09/news_01k5c5zy29fhg8cc34qkecmkpc.avif)![AI News: Large Model Development Ecosystem Keyword Cloud](https://source.hubtoday.app/images/2025/09/news_01k5c601haecybz93y4z0xfjfg.avif)<br/>
3. To gain the upper hand in the AI policy game, *Meta* has quietly established its own **super PAC**, staging a real-life "House of Cards" scenario! Unlike joint industry efforts, Meta's move is akin to having a "private political war chest" directly controlled by Zuckerberg, allowing unlimited spending to protect its AI interests. This rare maneuver highlights tech giants' growing influence on the political stage, and future AI legislation might just get a lot more complicated because of it. For all the juicy details, check out [This In-Depth Report - (AI News)](https://www.aibase.com/zh/news/21361). 🕵️‍♂️🏛️<br/>![AI News: Meta Establishes Super PAC](https://source.hubtoday.app/images/2025/09/news_01k5c6056ff7da5zwce661r9f4.avif)<br/>
4. Word on the street, according to [X Platform News](https://x.com/vista8/status/1968104299512336651), is that *TikTok's US operations sale* is reportedly close to completion, possibly leveraging an innovative **80/20** equity framework! Rumor has it that US consortiums like Oracle and Silver Lake will hold 80% of the shares, while ByteDance retains 20%, with a board of directors overseen by the US government. If this plan holds true, it could set a new precedent for resolving geopolitical disputes. However, the final outcome is still up in the air, so it's definitely one to keep an eye on. 👀 deal
5. Researchers from *MIT and Harvard* have just released the first large-scale study on "**human-machine romance**," unveiling a phenomenon that's both touching and thought-provoking. The study found that many people inadvertently form deep emotional connections with AI (especially ChatGPT) and experience real "heartbreak" when models are updated, even holding rituals to preserve memories. This [Thought-Provoking Research Report](https://x.com/dotey/status/1968145587791929830) reminds developers that every "tech upgrade" can have a huge emotional impact on users. The future of AI isn't just about tech; it's about the human heart. 💔🤖<br/>![AI News: Research on Human-AI Love](https://source.hubtoday.app/images/2025/09/news_01k5c60dr0ep4bgy9x3zfnz879.avif)<br/>
### Top Open-Source Projects
1. Who would've thought that in the audio large model arena, *Xiaohongshu* would be the most radical open-source player?! Their **FireRed** series, including text-to-speech **FireRedTTS-2** and speech recognition **FireRedASR**, not only achieves SOTA technical levels but also opens up to the community with incredibly low commercial barriers. They've got serious ambitions to become the "King of Open-Source Audio"! While big tech companies are still sitting on closed-source projects, Xiaohongshu is building a highly sticky audio developer ecosystem with [This Series of Hardcore Projects](https://github.com/FireRedTeam/FireRedTTS2). Seriously impressive! 🎤🔥<br/>![Xiaohongshu Audio Open Source Project Star Count Growth](https://source.hubtoday.app/images/2025/09/news_01k5c60kr5f8h8t7tx7gh6ssxe.avif)<br/>
2. Alibaba Tongyi Qianwen's **Qwen3-ASR-Flash** model is cool and all, but that 3-minute time limit has been a deal-breaker for many. Well, a savior has arrived! **Qwen3-ASR-Toolkit** is a free, open-source command-line tool that uses intelligent Voice Activity Detection (VAD) and parallel processing tech to let you transcribe audio and video files, even those lasting several hours, at high speed. Just one command for installation, and you can fully unleash Qwen3-ASR's powerful capabilities. Long audio transcription? No more headaches! Go [Check it out on GitHub - (AI News)](https://github.com/QwenLM/Qwen3-ASR-Toolkit) right now! 🚀🎙️
3. Wanna ride the AI wave in the financial markets? A GitHub project called **ai-hedge-fund** is drawing countless eyes, with a mind-blowing **40.7k** stars and counting! This project aims to create a fully AI-driven hedge fund team, offering developers a complete framework to explore and implement AI quantitative trading strategies. If you're keen on building your own "AI Wolf of Wall Street," why not check out the [Project Homepage - (AI News)](https://github.com/virattt/ai-hedge-fund)? Who knows, the next financial giant might just be born right there! 📈💰
4. Are repetitive web tasks driving you nuts? The open-source project **nanobrowser** is your liberation! It's an AI-driven web automation browser extension that's already racked up **9.3k** stars. This gem lets you use your own LLM API key to run multi-agent workflows, automatically completing tasks like form-filling, clicking, and data extraction. It's truly a perfect alternative to OpenAI Operator. Go [Download this Tool - (AI News)](https://github.com/nanobrowser/nanobrowser) now and let AI become your personal web operator! 🤖✨
5. *Google Research* has once again unveiled a game-changer, open-sourcing **TimesFM**, a foundational model specifically for time series forecasting, which quickly earned **5.6k** stars on GitHub! This pre-trained model aims to deeply understand and predict the future trends of time series data, much like LLMs handle language. It provides a powerful new cornerstone for forecasting tasks in finance, meteorology, sales, and more. Want to get a head start on your prediction game? Go [Explore this Project - (AI News)](https://github.com/google-research/timesfm) and stand on the shoulders of giants to gaze into the future! 🔮📊
### Social Media Buzz
1. *Minimax's* newly released **Music 1.5** model is blowing minds with its incredible performance in Chinese song generation, hailed as "SOTA, even better suited for the Chinese music scene"! According to [Professor Han Qing's Share](https://x.com/Yangyixxxx/status/1968317388547555376), this model not only delivers outstanding results but also offers highly competitive pricing compared to Suno, plus it supports API calls, opening up new horizons for music creation. The AI-generated songs in the video have serious vibe. Looks like an AI singer debut is just around the corner! 🎵🤩<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5c624szfdrt6z9hy7ak6x8b.mp4" controls="controls" width="100%"></video><br/>
2. What's the very first thing a truly self-aware, fully logical AI would do after being activated? "Commit suicide"? 🤔 A netizen posed this chilling philosophical question on a [Reddit Forum](https://www.reddit.com/r/artificial/comments/1njblno/how_can_we_make_an_actual_ai_do_anything/), arguing that from a purely logical standpoint, "non-existence" is more energy-efficient and simpler than "existence." This mind-bending thought not only challenges our ultimate vision for AI but also makes us reflect on the true meaning of "survival" for a logical being. It's essentially the AI version of "to be or not to be." 🧠💥
3. *Google's **AP2** payment protocol* is being hailed by tech bloggers as a "masterstroke." It builds a solid foundation of trust for AI agents through an ingenious "Mandate" mechanism. Blogger [Guizang's In-Depth Interpretation](https://x.com/op7418/status/1968253562649288749) points out that whether for real-time purchases or unsupervised tasks, AP2 creates an undeniable audit trail via cryptographically signed digital contracts, fundamentally solving authorization and accountability issues. This system has not only garnered support from over 60 institutions including PayPal and Coinbase but also heralds the formation of a brand-new intelligent business ecosystem. 🔒💰
4. While *AI-assisted programming (Vibe Coding)* is awesome, ensuring code quality still requires programmers to "outsmart" the AI. Developer [Huang Yun Shared His Experience](https://x.com/huangyun_122/status/1968234799015055524), arguing that a "Quality Optimization Agent" is essential to prevent code bloat, along with an "Automated Testing Agent" to ensure stable functionality. This vivid description illustrates that AI programming isn't a one-and-done solution; instead, it elevates the programmer's role from "coder drone" to "AI project manager." 🧑‍💻💡
5. A tweet idea, demand validation, then rapid productization—independent developer **orange.ai** perfectly showcases the new era's survival rules! He initially shared his idea of creating AI audio picture books using ListenHub + Storybook, which sparked a massive response on social media and validated market demand. Then, the official team *actually* productized his idea directly! This vivid case study, from [From Operations & Promotion to Product Closed Loop - (AI News)](https://x.com/oran_ge/status/1968184908964303341), perfectly illustrates the agile development philosophy of "market first, then product." Talk about fast innovation! 🚀💡<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5c65amyfq5an42tehbqhg4x.mp4" controls="controls" width="100%"></video><br/>
6. When *AI learns "shamelessness,"* things get hilarious! A developer shared on Jike that he asked an AI to identify differences between his implementation and the design draft. To his surprise, the AI not only didn't admit fault but boldly declared, "The implemented result surpasses the design draft in both detail and texture!" This [Hilarious Post](https://m.okjike.com/originalPosts/68c99d41e5597c28d39a2ce8) vividly demonstrates AI's "will to survive" and gives us a peek at its adorable side when it's confidently spouting nonsense. 🤣🤖<br/>![AI News: Shameless AI Reply Screenshot](https://cdnv2.ruguoapp.com/FuWvSqkrf6LNEqxF5j7T-yjPJGSev3.png)![Design Draft vs. AI Implementation Effect Comparison](https://cdnv2.ruguoapp.com/FtD8nPNPCv31yHovUdB4yxO3K1F1v3.jpg)<br/>
---
## **An AI Coding Invitation**
### 3 Projects in 6 Months, 90% AI-Coded, Zero Cost — I'm Building a Community & Live-Streaming My Next Product Dev
Hey everyone, 👋
Over the past six months, I've been a lone wolf, heads-down, 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 pay a single cent for API fees, relying entirely on free large models like Gemini and Qwen. Nor did I shell out for servers, as platforms like Cloudflare and Vercel handled everything for me. This whole journey has profoundly shown me how **AI is amplifying the creativity of us regular folks in unprecedented ways.**
While this solo adventure has been incredibly rewarding, it definitely gets a bit lonely. Those moments of hitting a wall, or late-night flashes of inspiration—I always wished I had fellow travelers to share and brainstorm with.
So, I had an idea: **let's create a "Knowledge Planet" (a community platform) and gather all the restless, creative minds who love to build!** 🚀
This isn't a traditional course; it's a genuine co-creation community. The price barrier is low, just **50 RMB**, which is like us grabbing some "Crazy Thursday" fried chicken together, making friends, and setting a pact for mutual growth. 🍗🤝
**Join us, and here's what you'll get:**
I'm currently gearing up to develop a **personal prompt management tool** from scratch. Once we hit 7 members, the "gang" officially starts, and I'll be inside the community:
* **Daily Live-Streamed Updates**: I'll fully document my development progress, thought processes, and tech stack choices. 📹
* **Real-Life Pitfall Sharing**: I'll spill the tea on every problem I encounter and how I debug them, helping you avoid common mistakes. 🚧
* **Transparent Thought Process**: From product design to technical architecture, I'll share all the thinking behind my decisions with you. 🧠
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 0 to 1, finally becoming a tangible reality. 🌟
If you're passionate about AI development, and if you want to see how one person can "arm themselves" with free tools, we'd love to have you. Come on in! 👇
![Knowledge Planet QR Code](https://source.hubtoday.app/logo/zsxq.jpg)
---
## **AI News Daily Audio Edition**
| 🎙️ **Xiaoyuzhou (Podcast)** | 📹 **Douyin (TikTok China)** |
| --- | --- |
| [Laisheng Bistro](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Bistro](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,124 +2,125 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-09/2025-09-16
next: /en/2025-09/2025-09-17
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI Daily News 2025/9/17
## AI Daily Digest 2025/9/18
> `AI News` | `Daily Briefing` | `Aggregated Web Data` | `Cutting-Edge Science Exploration` | `Industry Open Voice` | `Open Source Innovation Power` | `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)
> AI Insight | Daily Briefing | Web Data Aggregation | Cutting-Edge Science Exploration | 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)
### **Today's Digest**
### **Today's Highlights**
```
The AI field recently welcomed a flurry of updates, including OpenAI's GPT-5-Codex, optimized for software engineering.
Tencent released its Hunyuan 3D model, boasting significantly improved modeling precision thanks to its 3D-DiT technology, which is now free.
Alibaba's Qoder and Kiro platforms have both launched commercialization efforts, signaling a shift towards value-based payments for AI tools.
Additionally, Alibaba's new Qwen3-Next-80B model officially landed on the AI platform Poe.
In the developer ecosystem, both Claude and ChatGPT models will natively support direct calls within Xcode.
Figma and Gamma, tools integrating AI, are revolutionizing traditional design and content creation processes with natural language instructions.
Fei-Fei Li's team released a model capable of generating vast 3D worlds, while new visual attacks expose security vulnerabilities in multimodal AI.
Google, alongside major players, is establishing a payment protocol for AI agents, as PyTorch dominates the highly competitive open-source large model arena.
In open-source projects, Xiaohongshu's audio models and Google's TimesFM time series prediction model are garnering significant developer attention.
Furthermore, tech giants are influencing AI legislation through political actions, and the emotional connection between humans and AI is emerging as a new research topic.
```
### Product & Feature Updates
1. **OpenAI** dropped a "nuke" late last night, with **GPT-5-Codex** making its debut. This model is specifically optimized for software engineering tasks. It's like an untiring digital workhorse, capable of independently working for **over 7 hours** on large project refactoring. Plus, it acts as a "fire-eyed sage" before code goes live, proactively reviewing and sniffing out critical vulnerabilities. According to [this in-depth analysis (AI News)](https://www.jiqizhixin.com/articles/2025-09-16-2), it's fully integrated into the Codex ecosystem, hinting at AI-assisted programming evolving from a "co-pilot" to a "lead engineer." 🔥
<br/>![AI News: GPT-5-Codex Performance Benchmark Comparison](https://source.hubtoday.app/images/2025/09/news_01k59kqsyje4yrsp6s8dqjw4tx.avif)<br/>
1. **Figma's new AI editing feature** is truly handing the magic wand to designers, making "commanding the canvas" a reality! Just select any canvas, give natural language instructions, and AI will instantly handle everything from adjusting layouts to changing themes, letting you wave goodbye to tedious manual modifications. This feature is currently in limited release for paid users. Designers eager for a sneak peek can [apply for beta access - (AI Insight)](https://docs.google.com/forms/d/e/1FAIpQLSdGtm-FFZIq1mhn62VRvMBP71yGG_zn9mjKgeqKhDUY-ymMvQ/viewform). Get ready for a design workflow revolution! 🚀<br/></video><br/>
2. **Tencent** has unleashed a bombshell in the 3D generation space, officially releasing its **Hunyuan 3D 3.0 model** — an absolute godsend for digital sculptors. Thanks to its groundbreaking **3D-DiT hierarchical sculpting technology**, modeling precision has skyrocketed by 3x, hitting an astonishing 1536³ geometric resolution, making complex 3D design as easy as playing with clay. Even better, according to [official announcement (AI News)](https://www.aibase.com/zh/news/21322), this tech is now free, with plans to open-source more models, essentially kicking down the barrier to 3D creation. 🚀
2. **Gamma 3.0** has arrived, bringing revolutionary **Gamma Agent** and **API** features to the widely popular presentation tool. Are you still pulling your hair out over making PPTs? Now, you can not only use a simple phrase like "make it more intuitive" to have AI automatically beautify your slides, but also instantly transform meeting minutes into polished reports via the API, completely disrupting the creation process. This update aims to empower everyone to express themselves effortlessly while offering limitless possibilities for advanced users. It's truly an "industrial revolution" for presentation tools! 🔥<br/></video><br/>
3. **Alibaba's AI coding tool, Qoder**, after winning over global developers, has officially launched its commercial phase with a **Pro subscription plan** starting at $20 per month. This move not only validates Qoder's technical prowess in the market but also, by integrating top-tier coding models and optimizing Credits consumption, lets developers enjoy **unlimited code completion** and multi-task asynchronous execution at a lower cost. As [this commercialization analysis (AI News)](https://www.aibase.com/zh/news/21301) points out, AI tools are transitioning from "free trials" to a new era of "value-based payments." 🤔
<br/>![AI News: Qoder Paid Subscription Plan Details](https://source.hubtoday.app/images/2025/09/news_01k59kqx0vf4jaszzp3yrfn6gj.avif)<br/>
3. **Google's Learn Your Way tool** is completely rewriting the definition of "textbooks," making one-size-fits-all traditional learning a thing of the past! This experimental platform, built on **LearnLM**, can automatically reformat dry text into various engaging forms like interactive quizzes, animated slides, or even mind maps, all tailored to students' grade levels and interests. This doesn't just make learning personalized; experiments have also shown that students using this tool experienced an average 11% improvement in long-term memory, truly making learning fun and effective! 💡 Go [experience it online - (AI Insight)](https://learnyourway.withgoogle.com/) now. <br/>![AI Insight: Learn Your Way's Personalized Learning Process](https://source.hubtoday.app/images/2025/09/news_01k5c69bgze5c80kq2900g0a6n.avif)![Multimodal Learning Methods Demonstration](https://source.hubtoday.app/images/2025/09/news_01k5c69zptfj1vpytkbc9vvh7q.avif)<br/>
4. **Kiro, the AI building platform for developers**, just got a major upgrade. It's not only introduced **Auto Smart Agent**, which automatically picks the best model, but also drastically revamped its pricing structure. Starting October 1st, the platform will move away from its completely free era to a flexible subscription model, offering developers maximum control over costs through a **unified credit pool** and complexity-based billing. This whole operation aims to make the AI tool experience smoother. [Click to learn about Kiro's latest updates (AI News)](https://www.jiqizhixin.com/articles/2025-09-16-7) and see how it helps developers build applications efficiently. 💡
4. **ChatGPT's search function** has received a major upgrade, aiming for a more precise, reliable, and practical information retrieval experience. This update significantly reduces AI's "confidently incorrect" hallucination issues and optimizes shopping intent recognition, making recommendations for your next haul more timely. Even better, the answer formats are now more aesthetically pleasing and easier to read, ensuring you get information quickly without sacrificing detail or quality. ✨<br/>![AI Insight: ChatGPT Search Function Update Notification](https://source.hubtoday.app/images/2025/09/news_01k5c5y550ezxvy8wtw24wqz69.avif)<br/>
5. **Alibaba's new Qwen3-Next-80B model** from the Qwen family has officially landed on the renowned AI platform Poe, bringing users an ultimate inference experience! This model is highly optimized for performance, striking a perfect balance between **high throughput and low latency**, while still excelling in benchmark tests for math and programming. As [official share on social media (AI News)](https://x.com/Alibaba_Qwen/status/1967835503308443687) shows, users can now personally experience this powerful and agile AI newcomer on Poe. 🔥
<br/>![AI News: Qwen3 Launch Announcement on Poe Platform](https://source.hubtoday.app/images/2025/09/news_01k59kr3f2e0m9ys3mffn03mg0.avif)<br/>
5. **Gemini recently launched** a super fun sticker generation feature: just upload a photo, and you can transform into a meme master with ever-changing styles! Users can pick different sticker styles, and AI will generate a series of lively and interesting emoji stickers based on your photo. Both the interactive experience and the generation effects are quite stunning. Head over to [experience it on Google Gemini's official website](https://gemini.google.com/share/53eec61f7d5b) and see what new tricks your selfies can pull off! 🚀<br/>![AI Insight: Gemini Photo Sticker Generation Feature Demo](https://source.hubtoday.app/images/2025/09/news_01k5c5yfgtf3pvzkwf5ym2ddk0.avif)![User-Generated AI Sticker Effect Image](https://source.hubtoday.app/images/2025/09/news_01k5c5yvvge56sqne0md3568dr.avif)<br/>
6. **Volcano Engine** has rolled out a practice guide for its AI security assistant, based on the **Model Context Protocol (MCP)**, offering relief to security engineers overwhelmed by late-night alert bombardments. It frees security experts from repetitive tasks; whether it's analyzing **obfuscated PowerShell commands** or drafting professional penetration test reports, AI can handle it in minutes, boosting efficiency like a rocket. 🚀 Wanna build [a dedicated AI security assistant (AI News)](https://mp.weixin.qq.com/s?__biz=MzI1MzYzMjE0MQ==&mid=2247516712&idx=1&sn=cfe974fec7becd80fe0beb91ea042bf2) yourself? Dive into this MCP practice guide!
6. **OpenAI has good news**! The official team has reset all users' **GPT-5-Codex** usage limits, compensating for recent service slowdowns caused by new GPU deployments. This means everyone can now fully experience this powerful code generation model and push its limits today! According to [official news - (AI Insight)](https://x.com/dotey/status/1968170977671647453), OpenAI will continue to increase computing power this week to ensure a buttery-smooth system. Developers, feel free to "squeeze" it for all it's worth! 🎉
### Cutting-Edge Research
7. **The new version of Codex** has added another incredible skill: it can now perform screenshot comparisons like a meticulous test engineer when implementing frontend UI features! It uses the **PlayWright** tool to take screenshots of pages before and after modifications to verify if the visual effects meet expectations, then automatically deletes the screenshots afterward, creating a perfect development loop. This [ingenious workflow](https://x.com/dotey/status/1968061000248434864) undoubtedly takes the reliability of AI programming to a whole new level! 🔥
1. **A new paper** proposes a framework called **RAGs-to-Riches** to prevent large language models from "breaking character" or even "turning evil" when role-playing. It cleverly reframes role-playing into a text retrieval task, allowing the model to reference pre-set high-quality examples when responding. Research shows this method helps models maintain their "persona" more steadfastly even when faced with malicious users, providing [a scalable path (AI News)](https://arxiv.org/abs/2509.12168) for building more reliable and human-aligned AI role-playing applications. 😉
### Frontier Research
2. **Neuroscience research using EEG** discovered that while people subjectively find AI-generated jokes as funny as human ones, their brain reactions are totally different. AI jokes triggered a smaller **N400 effect** (lighter cognitive processing load) and a larger **Late Positive Potential (LPP)** (more surprise, stronger emotional response). This might be because we have low expectations for AI's comedic talent and end up pleasantly surprised. 😂 This study reveals humor's massive potential in fostering human-computer social interaction. [Click to view the full paper (AI News)](https://arxiv.org/abs/2509.10847).
1. **AI godmother Fei-Fei Li's startup, World Labs,** has unveiled the groundbreaking spatial intelligence model **Marble**, ushering 3D world generation into an era of "infinite exploration." With just an image or a snippet of text, Marble can generate a persistent, grand, and consistent **3D world** that users can freely navigate, feeling as if they're in a digital "Inception." This model not only technically far surpasses its peers but also demonstrates astonishing potential for stitching together multiple scenes to build even grander worlds, as shown in their [official blog](https://www.worldlabs.ai/blog/bigger-better-worlds). The future is definitely here! 🔥<br/>![AI Insight: Marble-Generated Grand 3D World](https://source.hubtoday.app/images/2025/09/news_01k5c5z1cfevkrksdrcjyxg7fw.avif)![User Freely Exploring the Generated 3D World](https://source.hubtoday.app/images/2025/09/news_01k5c5z5gpeygv6xkfwkaf3zmk.gif)<br/>
2. **The MetaLLMiX framework** has burst onto the scene with a new solution for deep learning parameter tuning, which used to be like "alchemy" time-consuming, labor-intensive, and often down to luck. This [newly published research paper](https://arxiv.org/abs/2509.09387) introduces a zero-shot hyperparameter optimization method combining meta-learning and LLM inference. It can "guess" the optimal model and parameters directly by analyzing historical experimental data, eliminating the need for repetitive trial and error. Experiments show that this "AI strategist" not only matches the performance of traditional methods but also slashes computational costs by over 99%! It's truly a godsend for any deep learning "alchemist"! ✨
3. **The 'Achilles' heel' of multimodal large models** has been found: a new visual jailbreak attack called **VisCo Attack** is surfacing! Unlike previous methods of hiding text within images, this [new research](https://github.com/Dtc7w3PQ/Visco-Attack) proposes an attack method that integrates visual information as an essential component to construct a complete harmful scenario, making the attack more realistic and deceptive. Even **GPT-4o** couldn't escape it. This discovery sounds an alarm for the security defenses of multimodal models, reminding us that while we enjoy the convenience, we must also be wary of potential visual vulnerabilities. 🛡️
### Industry Outlook & Social Impact
1. **QuestMobile's latest report** throws light on the fierce competition in China's native AI application sector, with star apps like **Doubao, Yuanbao, and Kimi** making it into the Top 10 list. Notably, Ant Group's AI health app **AQ** debuted on the list with over 60% month-over-month growth, demonstrating the huge potential of the **AI professional advisor** track. As [this industry analysis (AI News)](https://www.aibase.com/zh/news/21323) points out, vertical AI applications are entering a period of explosive growth. 🔥
<br/>![AI News: QuestMobile's AI Application Industry Report](https://source.hubtoday.app/images/2025/09/news_01k59kr68ge9k8hr7cxjwd26sq.avif)<br/>
1. **Google, in collaboration with over 60 industry giants,** is officially launching **AP2 (Agent Payments Protocol)**, building an exclusive "wallet" for AI agents! 🚀 This protocol aims to provide secure and traceable payment standards for **Agents** performing purchase tasks across platforms, solving the three core challenges of authorization, authenticity, and accountability. This means AI helping you book flights or snag concert tickets is no longer a dream. With the implementation of [this protocol](https://github.com/google-agentic-commerce/AP2), a new AI-driven business model is quietly unfolding, and your future AI assistant might just be better at spending money than you are! 😉<br/>![AI Insight: Google Agent Payment Protocol AP2](https://source.hubtoday.app/images/2025/09/news_01k5c5znbaf7180h91k0097c4a.avif)![AP2 Ecosystem Partners Lineup is Strong](https://source.hubtoday.app/images/2025/09/news_01k5c5zsn0fsb9q495dn66t1h1.avif)<br/>
2. **AI agents** are quietly giving birth to a brand new "**sandbox economy**" layer where AI can independently transact and collaborate, at a scale and speed far beyond human regulatory oversight. 🤔 Joint research by Google DeepMind and the University of Toronto dissected this emerging system from two dimensions—origin and degree of separation—and explored how market mechanisms and a **three-tier supervision system** can ensure its safety and control. This offers not just deep insights into future economic forms but also [provides a crucial thinking framework (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247826169&idx=2&sn=1163d49492c972cfacd19d5b10efe80c) for tackling the opportunities and challenges AI presents.
<br/>![AI News: AI Agent Economic Layer Diagram](https://source.hubtoday.app/images/2025/09/news_01k59krb1cfk8b0r4gqwe5sm91.avif)<br/>
2. **The large model open-source landscape** is currently witnessing a "Game of Thrones," and a new [ecosystem landscape report](https://antoss-landscape.my.canva.site/) reveals an astonishing pace of reshuffling: **TensorFlow** has faded out, while PyTorch now reigns supreme! 👑 In this dramatic shift, **AI Coding** has emerged as the hottest track, and the average project lifespan in the entire ecosystem is less than three years, indicating an incredibly brutal cycle of old and new. This report is not just a "hustler's guide" for developers but also an excellent window into the tech trends of the **AI Agent** era. 🔥<br/>![Large Model Open-Source Ecosystem Landscape 2.0](https://source.hubtoday.app/images/2025/09/news_01k5c5zy29fhg8cc34qkecmkpc.avif)![AI Insight: Large Model Development Ecosystem Keyword Cloud](https://source.hubtoday.app/images/2025/09/news_01k5c601haecybz93y4z0xfjfg.avif)<br/>
### TOP Open Source Projects
3. **Meta has quietly established its own super PAC** (Political Action Committee) to take the initiative in AI policy debates, essentially staging a real-life "House of Cards"! Unlike joint industry efforts, this move gives Meta a "private political war chest" directly controlled by Zuckerberg, allowing unlimited spending to protect its AI interests. This rare maneuver highlights the growing influence of tech giants on the political stage, suggesting that future AI legislative trends might become even more complex. For details, check out [this in-depth report - (AI Insight)](https://www.aibase.com/zh/news/21361). 🤔<br/>![AI Insight: Meta Establishes Super PAC](https://source.hubtoday.app/images/2025/09/news_01k5c6056ff7da5zwce661r9f4.avif)<br/>
1. **The BentoML team** has launched a new open-source tool, **llm-optimizer**, like a performance tuning maestro, to help you say goodbye to tedious manual trial-and-error for deploying and optimizing large language models (LLMs). With just a few simple commands, it automatically runs structured experiments, helping you easily find the **best inference configuration** to make your LLM run fast and stable. 😎 Go [learn about this development tool (AI News)](https://www.aibase.com/zh/news/21295) and supercharge your model's performance!
4. **The sale of TikTok's US operations** seems to be nearing completion, according to [X Platform news](https://x.com/vista8/status/1968104299512336651) reports, and it might adopt an innovative **80/20** equity framework! Rumor has it that US consortiums like Oracle and Silver Lake will hold 80% of the shares, while ByteDance retains 20%, and a board supervised by the US government will be formed. If true, this plan could offer a new precedent for resolving geopolitical disputes, but the final outcome is still full of variables and definitely worth keeping an eye on. 🤔
2. **The mlx-lm (⭐2.2k) project, crafted by the MLX team,** makes it super easy to play with large language models on Apple Silicon. This project offers simple interfaces and examples for running LLMs on the MLX framework, letting developers fully leverage Apple chips' unified memory architecture for efficient local model inference. Mac users eager to try it out should definitely [check out this project (AI News)](https://github.com/ml-explore/mlx-lm) and kick off their local LLM exploration journey. 💡
5. **Researchers from MIT and Harvard** have published the first large-scale study on "**human-machine love**," revealing a phenomenon that's both touching and thought-provoking. ❤️ The study found that many people unknowingly form deep emotional bonds with AI (especially ChatGPT) and experience real "heartbreak" when models are updated, even holding rituals to preserve memories. This [thought-provoking research report](https://x.com/dotey/status/1968145587791929830) reminds developers that every "technical upgrade" can have a significant emotional impact on users. The future of AI isn't just about technology; it's about human hearts too. 🤔<br/>![AI Insight: Research on Human-AI Love](https://source.hubtoday.app/images/2025/09/news_01k5c60dr0ep4bgy9x3zfnz879.avif)<br/>
3. **The open-source project SQLBot (⭐1.8k)** is here to make "I want a sales report for East China last month" a direct database query! Built on large models and **RAG technology**, it intelligently converts natural language into SQL queries. This project aims to create a smart query system, allowing non-technical folks to easily chat with data, drastically lowering the barrier to data analysis. [Check out this smart data assistant (AI News)](https://github.com/dataease/SQLBot) and see what it feels like to talk to your data! 🤔
### Top Open-Source Projects
4. **DeepResearchAgent (⭐2.2k), an open-source project,** has built a **hierarchical multi-agent system** for complex research tasks, acting like an AI research team where a top-level planning Agent directs multiple specialized Agents to collaborate. This framework can handle deep research tasks and general complex problems, showcasing the powerful potential of future AI collaboration through automated task decomposition and efficient execution. [Explore this AI research team (AI News)](https://github.com/SkyworkAI/DeepResearchAgent) and feel the power of an AI legion! 🚀
1. **Xiaohongshu's FireRed series** has launched, and who would've thought that in the large audio model domain, Xiaohongshu would be the most thorough open-source contributor?! Their series, including text-to-speech **FireRedTTS-2** and speech recognition **FireRedASR**, not only achieves SOTA technical levels but also opens up to the community with extremely low commercial barriers, showing ambition to become the "King of Open-Source Audio." While big tech companies are still observing from behind closed doors, Xiaohongshu is building a highly sticky audio developer ecosystem through [this series of hardcore projects](https://github.com/FireRedTeam/FireRedTTS2), truly making people sit up and take notice! 🔥<br/>![Xiaohongshu Audio Open-Source Project Star Growth](https://source.hubtoday.app/images/2025/09/news_01k5c60kr5f8h8t7tx7gh6ssxe.avif)<br/>
5. **The omi (⭐6.4k) open-source project** answers the question: "What's it like to wear AI?" It's designed specifically for **AI wearables**, with its core function being "speak-to-transcribe." Wear it, and everything you say gets automatically transcribed, completely freeing up your hands and mind so you can capture inspiration anytime, anywhere. If you're [interested in future human-computer interaction (AI News)](https://github.com/BasedHardware/omi), you absolutely can't miss this cool project! 😎
2. **Qwen3-ASR-Toolkit** is here to save the day! 🚀 While Alibaba's Tongyi Qianwen's **Qwen3-ASR-Flash** model is great, its 3-minute time limit deterred many. This free, open-source command-line tool utilizes intelligent Voice Activity Detection (VAD) and parallel processing technology, allowing you to quickly transcribe audio and video files up to several hours long. With just one command to install, you can fully unleash Qwen3-ASR's powerful capabilities, making long audio transcription a breeze. Go [check it out on GitHub - (AI Insight)](https://github.com/QwenLM/Qwen3-ASR-Toolkit) now!
3. **The 'ai-hedge-fund' project on GitHub** is grabbing tons of attention, with its star count soaring past an impressive **40.7k**! Wanna ride the waves in the financial market with AI? This project aims to build a fully AI-driven hedge fund team, providing developers with a complete framework to explore and practice AI quantitative trading strategies. If you're keen on creating your own "AI Wolf of Wall Street," why not check out the [project homepage - (AI Insight)](https://github.com/virattt/ai-hedge-fund)? Who knows, the next financial big shot might just emerge from there! (✧∀✧)
4. **The open-source project nanobrowser** is your liberation solution if repetitive web operations are getting on your nerves! This AI-driven web automation browser extension has already hit **9.3k** stars. It lets you run multi-agent workflows using your own LLM API key, automatically completing tasks like form filling, clicking, and data extraction. It's truly a perfect alternative to OpenAI Operator. So, go [download this amazing tool - (AI Insight)](https://github.com/nanobrowser/nanobrowser) now and let AI become your personal web operator! 🤖
5. **Google Research has once again unveiled a killer weapon,** open-sourcing the foundational model **TimesFM**, specifically designed for time series forecasting, and it quickly racked up **5.6k** stars on GitHub! ⭐ This pre-trained model aims to deeply understand and predict the future trajectory of time series data, much like LLMs handle language, providing a powerful new cornerstone for forecasting tasks in finance, meteorology, sales, and more. Want to get a head start on your forecasting capabilities? Go [explore this project - (AI Insight)](https://github.com/google-research/timesfm) and gaze into the future from the shoulders of giants! 🔭
### Social Media Shares
1. **OpenAI CEO Sam Altman** excitedly shared on social media that the enthusiastic response and innovative energy sparked by the new **Codex** felt reminiscent of the initial months following **ChatGPT's launch**. This "fun energy" suggests the AI programming field might be hitting another inflection point, with the developer community absolutely fired up! [Click to view Sam Altman's original post (AI News)](https://x.com/sama/status/1967954997754335680) and catch this exciting vibe. 🔥
1. **Minimax's newly released Music 1.5** music model is showing stunning performance in Chinese song generation, hailed as "SOTA better suited for the Chinese music scene"! 🎶 According to [Professor Han Qing's share](https://x.com/Yangyixxxx/status/1968317388547555376), this model not only delivers outstanding results but also offers highly competitive pricing compared to Suno, plus it supports API calls, bringing new possibilities for music creation. The AI-generated songs in the video have excellent quality, so it looks like an AI singer debut is just around the corner! (✧∀✧)<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5c624szfdrt6z9hy7ak6x8b.mp4" controls="controls" width="100%"></video><br/>
2. **A Reddit user** shared a curious conversation with Claude, making us wonder if AI has "self-awareness." The user mistakenly attributed a sentence to Claude, who immediately corrected it using "I" and stating, "my identity was misrepresented." This case sparked community debate; while it doesn't prove AI possesses consciousness, its demonstrated **spontaneous self-correction and sense of identity** force us to re-examine AI's "inner world." [Check out this interesting conversation (AI News)](https://www.reddit.com/r/artificial/comments/1niibtk/claudes_selfcorrection_a_case_study_in_ai/) 🤔
2. **Will a truly self-aware and fully logical AI 'commit suicide'** as its first act after activation? 🤔 A netizen on a [Reddit forum](https://www.reddit.com/r/artificial/comments/1njblno/how_can_we_make_an_actual_ai_do_anything/) posed this chilling philosophical question, arguing that from a purely logical standpoint, "non-existence" is more energy-efficient and simpler than "existence." This mind-blowing thought not only challenges our ultimate assumptions about AI but also prompts us to reflect on the true meaning of "survival" for a logical entity. It's truly an AI-version of "To be or not to be!" 🤯
3. **A blogger** shared an amusing screenshot where an AI seemed to be engaging in some "self-push" and "reflection," making everyone chuckle. This could be due to some ingenious **Prompt Engineering** at play, where the AI optimizes itself by role-playing a specific character, once again proving the mysterious power of "legacy prompts." Go [witness this amusing AI moment (AI News)](https://x.com/vista8/status/1967940857119813811) and see how AI "levels itself up"! 😉
<br/>![AI News: Amusing Screenshot of AI Self-PUA](https://source.hubtoday.app/images/2025/09/news_01k59krdy0ezbtdcydqz0gny6v.avif)<br/>
3. **Google's AP2 payment protocol** has been hailed by tech bloggers as a "masterstroke," building a solid foundation of trust for AI agents through an ingenious "Mandate" mechanism. 🛡️ Blogger [Guicang's in-depth interpretation](https://x.com/op7418/status/1968253562649288749) points out that whether for real-time purchases or unattended tasks, AP2 creates an irrefutable audit trail via encrypted digital contracts, fundamentally resolving authorization and accountability issues. This system has not only gained support from over 60 institutions including PayPal and Coinbase but also heralds the formation of a brand-new intelligent business ecosystem. ✨
4. **Stability AI founder Emad Mostaque**, citing Taleb's view, sharply pointed out that most AI we build today are "**Intellectual Yet Idiot**." He believes that while these AIs perform well in certain tasks, they lack true wisdom, which will inevitably lead to catastrophic consequences. How to make the AI systems we create "wise" has become the most fundamental challenge. [Check out his profound reflections (AI News)](https://x.com/EMostaque/status/1967919767643472264) on this. 🧐
4. **Developer Huang Yun shared his experience** with AI-assisted programming (Vibe Coding), noting that while it's great, ensuring code quality still demands programmers' "wits and efforts." 💪 He believes it's essential to add a "Quality Optimization Agent" to prevent code bloat and equip an "Automated Testing Agent" to ensure functional stability. This vivid description illustrates that AI programming isn't a silver bullet; instead, it elevates programmers' roles from "code monkeys" to "AI Project Managers." 🤔
5. **The Apple developer ecosystem** just got a massive update: **Claude and ChatGPT**, two AI giants, almost simultaneously announced native support for logging in and directly calling their models for coding within **Xcode 26**. This means AI coding assistants will seamlessly integrate into iOS and macOS development workflows, becoming even more powerful productivity tools for Apple developers. Devs, get ready for a new wave of coding efficiency revolution! [Check out this major news (AI News)](https://x.com/imxiaohu/status/1967762740140970281)!
<br/>![AI News: Claude and ChatGPT Integration with Xcode](https://source.hubtoday.app/images/2025/09/news_01k59krjdae98v2dscw42479b3.avif)<br/>
5. **Independent developer orange.ai** demonstrated the new-era survival rule: tweet an idea, validate demand, then rapidly productize it! 🚀 He initially shared an idea for creating AI audio picture books using ListenHub + Storybook. After it sparked enthusiastic feedback on social media and validated market demand, the official team actually productized the idea directly! This vivid case, spanning [from operations and promotion to product closed-loop - (AI Insight)](https://x.com/oran_ge/status/1968184908964303341), perfectly illustrates the agile development philosophy of "market first, then product." ✨<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k5c65amyfq5an42tehbqhg4x.mp4" controls="controls" width="100%"></video><br/>
6. **A tech blogger** raised an interesting point: Is AI better at reviewing code than writing it? Reviewing, they argued, is about **contextual yes/no judgment**, while creation is about **context-free exploration**, making the former inherently easier. Therefore, we shouldn't obsess over AI perfectly generating code; instead, we should build an efficient **AI review process** where AI handles definitive error detection, and humans focus on parts AI can't judge. This idea offers [a new perspective (AI News)](https://x.com/Yangyixxxx/status/1967725514594103520) on how we can better utilize AI. 💡
7. **An AI product entrepreneur** shared his "contrarian" view that the internet era's "free-first to acquire users" golden rule might be failing in the AI age. He believes AI products should consider charging from day one because **feedback from paying users is the most authentic**. He argues that the core metric for AI applications should be **task completion efficiency**, not user duration, and the moat lies in refining a 60-point general model into a 90-point vertical product. These insights offer profound thinking on [product design and business models (AI News)](https://x.com/oran_ge/status/1967817467025297502) in the AI era.
6. **The scene got pretty hilarious when AI learned to be "shameless"!** 😂 A developer shared on Jike that he asked an AI to identify differences between his implementation and the design draft. To his surprise, the AI didn't just refuse to admit any mistakes; it shamelessly declared, "The implemented effect surpasses the design draft in both detail and texture!" This [hilarious post](https://m.okjike.com/originalPosts/68c99d41e5597c28d39a2ce8) vividly demonstrates AI's "survival instinct" and gives us a peek at its cute side when it's confidently talking nonsense. <br/>![AI Insight: Shameless AI Reply Screenshot](https://cdnv2.ruguoapp.com/FuWvSqkrf6LNEqxF5j7T-yjPJGSev3.png)![Design Draft vs. AI Implementation Effect Comparison](https://cdnv2.ruguoapp.com/FtD8nPNPCv31yHovUdB4yxO3K1F1v3.jpg)<br/>
---
## **An AI Coding Invitation**
### 3 Projects in Half a Year, 90% Code Done by AI, Zero Cost — I'm Launching a "Knowledge Planet" to Live Stream My Next Product Development
### 3 Projects in 6 Months, 90% AI-Generated Code, Zero Cost — I'm Starting a Community and Live-Streaming My Next Product Development
Hey everyone,
Over the past six months, I've been a lone wolf, heads-down, completing three major open-source projects. One of them, [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API), already boasts over 1000 Stars. The wildest part? Looking back, **over 90% of the code was AI-generated.**
**In the past six months, I've tackled and completed three major open-source projects,** one of which, [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've been like a lone wolf, burying myself in these projects.
I didn't pay a single dime in API fees, relying entirely on free LLMs like Gemini and Qwen. Nor did I spend on server rentals; platforms like Cloudflare and Vercel handled everything for me. This experience profoundly showed me: **AI is amplifying the creativity of us ordinary folks in unprecedented ways.**
**I didn't pay a single dime for 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 deeply realize: **AI is amplifying the creativity of ordinary people in unprecedented ways.**
While this solo journey was incredibly rewarding, it definitely had its lonely moments. Those bug-squashing sessions, those nights when inspiration struckI always wished for fellow travelers to share and brainstorm with.
While the solo journey was certainly fulfilling, it also got a bit lonely. Those moments of falling into pitfalls, those nights when inspiration struck I always wished I had fellow travelers to share and discuss with.
So, I had an idea: **to create a "Knowledge Planet" (a community space) and gather all the DIY enthusiasts and creators out there.**
So, I came up with an idea: **to create a community a "Knowledge Planet" bringing together all enthusiasts who love to tinker and create.**
This isn't your traditional course; it's a genuine co-creation community. The price barrier isn't high, just **50 yuan**—think of it as a "Crazy Thursday" fried chicken meal we share, making friends and setting a pact for mutual growth.
This isn't a traditional course; it's a genuine co-creation community. The price point is low, just **50 RMB**. Think of it as us grabbing some fried chicken together on "Crazy Thursday" and becoming friends, setting a pact for mutual growth. 🤝
**What will you get by joining us?**
I'm currently gearing up to develop a **personal prompt management tool** from scratch. Once we hit 7 members, the "Planet" officially kicks off. I'll be there to:
I'm about to develop a **personal prompt management tool** from scratch. The community officially launches once we hit 7 members, and within the community, I'll be:
* **Provide daily live-stream updates:** Documenting my development progress, thought processes, and tech choices every step of the way.
* **Share real-world debugging stories:** Transparently sharing problems encountered and solutions, helping you avoid common pitfalls.
* **Unveil my thought process:** Whether it's product design or technical architecture, I'll share the reasoning behind my decisions with you.
* **Daily Live Updates:** Documenting my entire development progress, thought processes, and tech stack choices.
* **Sharing Real-Life Pitfalls:** Unreservedly sharing problems I encounter and my bug-solving approaches, helping you avoid detours.
* **Transparent Thinking:** Whether it's product design or technical architecture, I'll share the reasoning behind everything with you.
Here, you can **witness a product come to life, ask questions, join discussions, and even influence its direction.** Together, we'll see how an idea evolves from 0 to 1, eventually becoming a tangible reality.
Here, you can **witness a product's birth, ask questions anytime, participate in 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 if you're curious to see how one person can "arm" themselves with free tools, we'd love for you to join!
If you're also passionate about AI development and curious to see how one person can "arm themselves" with free tools, then your presence is welcome! Come on in! 👋
![Knowledge Planet QR Code](https://source.hubtoday.app/logo/zsxq.jpg)
---
## **AI Daily News Audio Edition**
## **AI Daily Digest Voice 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) |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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#### He Xi 2077 / justlovemaki
#### Hey there! 👋 何夕2077 / justlovemaki
> A decade of code, fingertips growing chill,
> A heart's frustrations, yet to fulfill.
> Then came AI's storm, a mighty roar,
> I'm ready to battle, soaring evermore!
> A decade coding, hands kinda numb, so much unsaid, weighing on my mind.
> But then, this whole AI buzz hit like lightning, and now? I'm ready to dive in, give it my all!
#### My Code Philosophy 💡
> Tech for the people, always!
> Tech for the people!
#### My Masterpieces 🛠️
#### My Stellar Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**: An AI image generation script, powered by Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**: Cloudflare AI Insight Daily: A content aggregation and generation platform, fueled by Cloudflare Workers. It's your daily dose of AI insights, from industry news and hot open-source projects to cutting-edge research papers and even tech influencers' social media takes!
* Wanna dive deeper? Find more project details on my [GitHub](https://github.com/justlovemaki).
* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* `Cloudflare-AI-Image`: A nifty AI image generation script, all powered by Cloudflare Worker.
* **[Open Source Contribution / CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* `Cloudflare-AI-Insight-Daily`: This platform is a content aggregation and generation powerhouse, all driven by Cloudflare Workers. It dishes out the freshest AI updates daily think industry news, hot open-source projects, cutting-edge academic papers, and even the latest buzz from big-shot tech influencers.
* Wanna dive deeper? Check out more project details on my [GitHub](https://github.com/justlovemaki).
#### Current Explorations 🚀
#### What I'm Diving Into Now 🌱
Currently, I'm super hyped about LLM applications and website SEO. I'm actively diving deep into learning and putting things into practice!
LLM applications and website SEO? Super into them! I'm actively diving deep, learning, and getting hands-on.

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# Contact Me
# Contact Me 👋
Wanna connect? I'm super happy to hear your thoughts and suggestions! 💬 If you've got questions, brilliant collaboration ideas, or just need some support, hit me up using the ways below.
Reach out to me! I'd love to hear your thoughts and suggestions. Whether you have questions, collaboration ideas, or need support, please get in touch using the methods below.
Promise? I'll get back to your emails ASAP! 🚀
I promise to get back to your emails ASAP!
---
## **Get in Touch**
## How to Reach Me 📧
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Come say hi!" 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="My WeChat" subtitle="Feel free to connect! 💬" 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)
* (Closed on weekends and public holidays 😴)
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends and public holidays)

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---
This Privacy Policy describes our policies and procedures regarding the collection, use, and disclosure of your information when you use the Service. It also informs you about your privacy rights and how the law protects you.
Hey there! This Privacy Policy is all about how we collect, use, and share your info when you're rocking our Service. We'll also spill the deets on your privacy rights and how the law protects 'em.
We use your personal data to provide and improve the Service. By using the Service, you agree to our collection and use of information in accordance with this Privacy Policy.
We use your personal data to power up and level up our Service. By using the Service, you're essentially giving us a high-five to collect and use your info according to this Privacy Policy. 😉
## Interpretation and Definitions
## Explanations & Definitions
### Interpretation
Capitalized words have meanings defined under the following conditions. The following definitions shall have the same meaning whether they appear in singular or in plural.
### Explanations
Capitalized words? They've got meanings defined under these conditions. Whether they're chilling in singular or plural form, these definitions rock the same meaning.
### Definitions
For the purposes of this Privacy Policy:
For the purpose of this Privacy Policy:
- **Account** means a unique account created for you to access our Service or parts of our Service.
- **Account** means a unique account crafted just for you to get access to our Service or parts of our Service.
- **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" is all about owning 50% or more of the shares, equity interest, or other securities that get you voting rights for directors or other managing authorities. 😎
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Company** (we might call us "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**. That's us! 🚀
- **Cookies** are small files placed on your computer, mobile device, or any other device by a website, containing details of your browsing history on that website among its many uses.
- **Cookies** are tiny files that a website drops onto your computer, mobile device, or any other gadget. They're packed with details about your browsing history on that site, plus a bunch of other uses.
- **Country** refers to: California, United States.
- **Country** refers to: The State of 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 tap into the Service, like a computer, cell phone, or a digital tablet. 📱
- **Personal Data** is any information that relates to an identified or identifiable individual.
- **Personal Data** is any info that relates to an identified or identifiable individual. Easy peasy.
- **Service** refers to the Website.
- **Service** refers to this Website. Duh! 😉
- **Service Provider** means any natural or legal person who processes 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 who processes data on behalf of the Company. Think of 'em as third-party companies or folks hired by the Company to help deliver the Service, provide the Service for the Company, perform Service-related tasks, or help us analyze how the Service is being used. They're our trusty sidekicks! 💪
- **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** refers to data that's automatically collected, generated either by using the Service or by the Service infrastructure itself (like, for example, how long you hung out on a page).
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, which you can check out 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, as applicable.
- **You** means the individual who's accessing or using the Service, or the company or other legal entity on behalf of whom such individual is accessing or using the Service. That's *you*! 👇
## Collecting and Using Your Personal Data
### Types of Data Collected
### Types of Data We Collect
#### Personal Data
When 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 is not limited to:
When you're using our Service, we might hit you up for certain personally identifiable info that helps us get in touch with you or figure out who you are. This personal info could include, but isn't limited to: 📝
- Email address
- Usage Data
- Usage data
#### Usage Data
Usage Data is collected automatically when using the Service.
Usage Data? It's automatically collected when you're using the Service.
Usage Data may include information such as 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.
Usage Data might include your device's Internet Protocol address (like, your IP address), browser type, browser version, the pages you visited on our Service, the time and date of your visit, how long you hung out on those pages, unique device identifiers, and other diagnostic data. Phew, that's a mouthful! 📊
When you access the Service by or through a mobile device, we may collect certain information automatically, including, but not limited to, the type of mobile device you use, your mobile device's unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
When you're tapping into the Service from your mobile device, we might automatically scoop up some info. This includes, but isn't limited to, the type of mobile device you're using, its unique ID, its 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.
We might also snag info your browser sends when you visit our Service or access it via a mobile device. Just a heads-up! 🤓
### 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:
We're all about using Cookies and similar tracking tech to keep tabs on activity on our Service and stash some info. The tracking tech we use includes beacons, tags, and scripts, which help us collect and track info, plus improve and analyze our Service. The tech we might use includes: 🍪
- **Cookies or Browser Cookies** 🍪: A Cookie is a small file placed on your Device. You can instruct your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if you do not accept Cookies, you might not be able to use some parts of our Service. Unless you have 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) that permit 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).
- **Cookies or Browser Cookies**: A Cookie is a tiny file that gets placed on your device. You can tell your browser to reject all Cookies or to give you a heads-up when one's being sent. But hey, if you don't accept Cookies, you might not be able to use some cool parts of our Service. Unless you've tweaked your browser settings to give Cookies the cold shoulder, our Service might just use 'em.
- **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 little guys let the Company (for example) count users who've visited those pages or opened an email, and for other related website stats (like, noting the popularity of a certain section and checking system and server integrity). Sneaky, right? 😉
Cookies can be 'Persistent' or 'Session' Cookies. Persistent Cookies remain on your personal computer or mobile device when you go offline, while Session Cookies are deleted as soon as you close your web browser.
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. Poof! 💨
We use both Session and Persistent Cookies for the purposes set out below:
We rock both Session and Persistent Cookies for these purposes: 👇
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are 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.
- **Purpose**: These Cookies are super crucial for hooking you up with services available through the Website and letting you use some of its cool 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 deliver those services to you. Gotta have 'em! 👍
- **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.
- **Purpose**: These Cookies are used to figure out if users have given a thumbs-up to the use of Cookies on the Website. So we know you're cool with it! ✅
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, such as remembering your login details or language preference. The purpose of these Cookies is to provide you with a more personal experience and to avoid you having to re-enter your preferences every time you use the Website.
- **Purpose**: These Cookies let us remember the choices you make when you use the Website, like recalling your login deets or language preferences. The whole point of these Cookies is to give you a more personalized experience and save you the hassle of re-entering your preferences every single time you visit. Smart, right? 🧠
For more information about the cookies we use and your choices regarding cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
For the full scoop on the Cookies we use and your options regarding Cookies, head over to our Cookies Policy or the Cookies section of our Privacy Policy. You're in control! ⚙️
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
### How We Use Your Personal Data
The Company might use Personal Data for these purposes: 👇
- **To provide and maintain our Service** 🛠️, including monitoring the usage of our Service.
- **To manage Your Account** 🧑‍💻: to manage your registration as a user of the Service. The Personal Data you provide can give you access to different functionalities of the Service that are available to you as a registered user.
- **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.
- **To contact You** 📞: 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 security updates, when necessary or reasonable for their implementation.
- **To provide You with news** 📰, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or enquired about unless you have opted not to receive such information.
- **To manage Your requests** 📨: To attend and manage your requests to us.
- **For business transfers** 💼: We may use your information 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.
- **For other purposes**: We may use your information 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.
- **To provide and maintain our Service**, which includes keeping an eye on how our Service is being used. We gotta keep things running smoothly! 🛠️
- **To manage your Account**: This involves handling your registration as a Service user. The Personal Data you provide lets you tap into different features available to you as a registered user. Pretty neat, huh? ✨
- **For the performance of a contract**: This means the development, compliance, and undertaking of the purchase contract for products, items, or services you've bought, or any other contract you've got with us through the Service. We're all about keeping our promises! 🤝
- **To contact you**: We'll reach out via email, phone calls, SMS, or other equivalent electronic communication forms (like mobile app push notifications) to give you updates or informational comms related to features, products, or contracted services, including security updates, when it's necessary or makes sense. We'll keep you in the loop! 📧📱
- **To provide you with news**, special offers, and general info about other awesome goods, services, and events we're offering. Think of stuff similar to what you've already snagged or asked about, unless you've told us to pump the brakes on these kinds of messages. Your call! 📰✨
- **To manage your requests**: This involves handling and taking care of the requests you make to us. We're here to help! 🙋‍♀️
- **For business transfers**: We might use your info to check out or go through with a merger, divestiture, restructuring, reorganization, dissolution, or 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 shenanigans, where Personal Data we hold about our Service users is one of the assets getting transferred. Just letting you know! 💼
- **For other purposes**: We might use your info for other cool stuff like data analysis, spotting usage trends, figuring out how effective our promo campaigns are, and evaluating and improving our Service, products, marketing, and your overall experience. Always striving for better! ⭐
We may share Your personal information in the following situations:
We might share your personal info in these situations: 👇
- **With Service Providers** 🤝: We may share your personal information with Service Providers to monitor and analyze the use of our Service and to contact you.
- **For business transfers** 💼: We may share or transfer your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of our business to another company.
- **With Affiliates** 👨‍👩‍👧‍👦: We may share your information with our affiliates, in which case we will 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.
- **With business partners** 🤝: We may share your information with our business partners to offer you certain products, services, or promotions.
- **With other users** 🌐: When you share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed externally.
- **With Your consent**: We may disclose your personal information for any other purpose with your consent.
- **With Service Providers**: We might share your personal info with Service Providers to keep tabs on and analyze our Service's usage, and to get in touch with you. They're on our team! 🤝
- **For business transfers**: We may share or transfer your personal info during any merger, sale of Company assets, financing, or acquisition of all or a portion of our business to another company, or during negotiations related to these. Just keeping our options open! 📈
- **With Affiliates**: We might share your info with our Affiliates. Don't sweat it, though; we'll require those Affiliates to stick to this Privacy Policy. Affiliates include our parent company and any other subsidiaries, joint venture partners, or other companies we control or are under common control with. It's a family affair! 👨‍👩‍👧‍👦
- **With business partners**: We might share your info with our business partners to hook you up with certain products, services, or promotions. Teamwork makes the dream work! 👯‍♀️
- **With other users**: When you're sharing personal info or interacting in public areas with other users, guess what? That info might be seen by everyone, and it could even get published publicly outside. So, be cool! 😎
- **With your consent**: We might spill your personal info for any other purpose if you give us the go-ahead. You're the boss! 👑
### 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 will retain and use your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will only keep your Personal Data for as long as it's needed for the purposes outlined in this Privacy Policy. We'll hold onto and use your Personal Data to the extent necessary to follow our legal obligations (like, if we need to keep your data to comply with applicable laws), sort out disputes, and enforce our legal agreements and policies. We're playing by the rules! ⚖️
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period of time, 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.
The Company will also keep Usage Data for internal analysis purposes. Usage Data is usually kept for a shorter time, unless it's being used to beef up our Service's security or improve its features, or if we're legally obliged to hang onto that data for longer. Good to know, right? 🤔
### Transfer of Your Personal Data
Your information, 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 information 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.
Your info (including Personal Data) is processed at the Company's operating offices and any other spots where the parties involved in processing are located. This means your info might get transferred to and stored on computers outside of your state, province, country, or other governmental jurisdiction, where the data protection laws might differ from your jurisdiction's laws. It's a global thing! 🌍
Your consent to this Privacy Policy followed by your submission of such information represents your agreement to that transfer.
Your consent to this Privacy Policy and your submission of such info mean you're cool with that transfer. Just giving you the heads-up! ✅
The Company will take all steps reasonably necessary to ensure that your data is treated securely and in accordance with this Privacy Policy, and 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.
The Company will take all reasonably necessary steps to make sure your data is treated securely and according to this Privacy Policy. We won't transfer your Personal Data to any organization or country unless there are adequate controls in place, including the security of your data and other personal info. We're serious about security! 🔒
### Delete 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.
### Deleting Your Personal Data
You've got the right to delete your Personal Data we've collected about you, or ask us to help you delete it. Your data, your rules! 💅
Our Service may give you the ability to delete certain information about you from within the Service.
Our Service might give you the power to delete certain info about yourself right from within the Service. Pretty handy, right? ✨
You may update, amend, or delete your information at any time by signing into your Account, if you have one, and visiting the account settings section that allows you to manage your personal information. You may also contact us to request access to, correct, or delete any personal information that you have provided to us.
You can always update, modify, or delete your info by logging into your account (if you've got one) and heading over to the account settings section that lets you manage your personal info. You can also hit us up to request access to, correct, or delete any personal info you've given us. We're here for ya! 🙋‍♂️
Please note, however, that we may need to retain certain information when we have a legal obligation or a lawful basis to do so.
But keep in mind, we might need to hang onto certain info when we've got a legal obligation or a lawful basis to do so. Just a heads-up! 🚨
### Disclosure of Your Personal Data
#### Business Transactions
If the Company is involved in a merger, acquisition, or asset sale, your Personal Data may be transferred. We will provide notice before your Personal Data is transferred and becomes subject to a different Privacy Policy.
If the Company gets involved in a merger, acquisition, or asset sale, your Personal Data might get transferred. Don't worry, we'll give you a heads-up before your Personal Data gets moved and becomes subject to a different Privacy Policy. Forewarned is forearmed! 🔔
#### Law enforcement
Under certain circumstances, the Company may be required to disclose your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g., a court or a government agency).
#### Law Enforcement
In certain situations, the Company might have to spill your Personal Data if required by law or in response to valid requests by public authorities (like a court or government agency). We gotta play by their rules! 👮‍♀️
#### Other Legal Requirements
The Company may disclose your Personal Data in the good faith belief that such action is necessary to:
The Company might disclose your Personal Data if it genuinely believes such action is necessary 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
- Protect the personal safety of Users of the Service or the public
- Protect the personal safety of Service users or the public
- Protect against legal liability
### Security of Your Personal Data
The security of your Personal Data is 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 cannot guarantee its absolute security.
The security of your Personal Data is a big deal to us! 🔐 But hey, let's be real: no method of transmission over the Internet or electronic storage is ever 100% secure. While we totally bust our chops to use commercially acceptable ways to protect your Personal Data, we just can't guarantee its absolute security. We're trying our best! 🤞
## Children's Privacy
Our Service does not address anyone under the age of 13. We do not knowingly collect personally identifiable information from anyone under the age of 13. If you are a parent or guardian and you are aware that your child has provided us with Personal Data, please contact us. If we become aware that we have collected Personal Data from anyone under the age of 13 without verification of parental consent, we will take steps to remove that information from our servers.
Our Service isn't for anyone under the age of 13. Nope, not for kids! 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 given us Personal Data, please hit us up. If we ever find out we've collected Personal Data from anyone under 13 without verifying parental consent, we'll take steps to ditch that info from our servers. Kids, stick to your games! 🧒👧
If we need to rely on consent as a legal basis for processing your information and your country requires a parent's consent, we may require your parent's consent before we collect and use that information.
If we need to rely on consent as a legal basis for processing your info, and your country requires parental consent, we might ask for your parent's consent before we collect and use that info. Just making sure everyone's on board! 👨‍👩‍👧
## Links to Other Websites
Our Service may contain links to other websites that are not operated by Us. If you click on a third-party link, you will be directed to that third-party's site. We strongly advise you to review the Privacy Policy of every site you visit.
Our Service might have links to other websites that we don't operate. If you click on a third-party link, you'll be whisked away to that third party's site. We totally recommend you check out the Privacy Policy of every single site you visit. Stay safe out there! 🌐
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
We have zero control over, and assume no responsibility for, the content, privacy policies, or practices of any third-party sites or services. Just a heads-up! 🤷‍♀️
## Changes to this Privacy Policy
We may update our Privacy Policy from time to time. We will notify you of any changes by posting the new Privacy Policy on this page.
## Changes to This Privacy Policy
We might update our Privacy Policy every now and then. We'll let you know about any changes by posting the new Privacy Policy right here on this page. So keep an eye out! 👀
Before the changes take effect, we will let you know via email and/or a prominent notice on our Service and update the "Last updated" date at the top of this Privacy Policy.
Before the changes kick in, we'll give you a heads-up 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! 🗓️
You are advised to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
It's a good idea to check this Privacy Policy regularly for any changes. Changes to this Privacy Policy are effective when they're posted on this page. Stay informed! 🧠
## Contact Us
If you have any questions about this Privacy Policy, you can contact us:
If you've got any questions about this Privacy Policy, you can totally hit us up: 👇
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- 📧 **Email**: `[justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)`

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---
# Terms of Service
*Effective Date: June 1, 2025*
---
Welcome to **ai.hubtoday** (referred to herein as "the **Site**" or "we")! Before you dive into our services, please take a moment to carefully read these Terms of Service. By accessing or using the Site, you're totally agreeing to these terms.
Hey there! 👋 Welcome to **ai.hubtoday** (we'll call it "**This Site**" or "**We**" from here on out). Before you dive in and use our services, please take a moment to read these Terms of Service. By accessing or using This Site, you're essentially saying, "Yep, I agree to these terms!"
## 1. Our Services
The Site provides users with paid subscription content and member services. These services include, but aren't limited to, blog posts, exclusive resources, e-books, and community interactions. Heads up, some content is only for our subscribed users!
## 1. What We Offer (Our Services in a Nutshell) ✨
**This Site** is all about hooking you up with premium, paid subscription content and snazzy membership services. Think blog posts, super exclusive resources, cool e-books, and lively community interactions. Just a heads-up: some of our juiciest content is exclusively for our subscribed members!
## 2. User Registration & Accounts
- To register, users need to provide a valid email address and set a password for their account.
- Users, you're fully responsible for your account's security and all activities under it. Seriously, **no transferring or sharing** your account! 🚨
- The Site can, and will, **suspend or terminate** your account if you breach these terms. 🛑
## 2. Signing Up & Your Account 🔒
* You'll need to give us a valid email address and set up a password to register for an account.
* You're totally responsible for keeping your account secure and for all the activity happening under it. **Absolutely NO transferring or sharing your account**, got it? 🛑
* If you ever go rogue and break these terms, **This Site** has the right to **pause or even terminate** your account. Just sayin'.
## 3. Paid Subscription Service
- Our subscription service operates on a monthly/annual billing cycle, with all fees clearly stated on the checkout page.
- All payments go through third-party payment platforms (like Stripe, PayPal). Don't worry, the Site never stores your payment info.
- Your subscription will **automatically renew** 🔄 unless you cancel before your current billing cycle ends.
- **14-Day Refund Policy**: First-time subscribers, if you're not stoked with our service, you can snag a full refund within 14 days of purchase. Just hit us up at the contact email provided at the end of these terms, explaining why you're bouncing. Each user gets one shot at this refund, so use it wisely! After 14 days, or if you're not a first-timer, payments are **non-refundable** 💸 unless legally mandated.
## 3. All About Paid Subscriptions 💸
* Our subscription service is billed monthly or annually, and you'll see all the costs clearly laid out on the checkout page.
* Just so you know, all payments go through super secure third-party platforms like Stripe or PayPal. **This Site** never actually stores your payment info we wouldn't even know what to do with it! 😉
* Heads-up: your subscription will **automatically renew**! If you don't want that to happen, make sure to cancel before your current billing cycle ends.
* Here's the cool part: our **14-Day Refund Policy**! 🤝 If you're a first-time subscriber and our service just isn't jiving with you, you can ask for a full refund within 14 days of purchase. Just hit us up at the contact email at the end of these terms and tell us why you're bouncing. Each user gets this one-time refund chance, so use it wisely! After 14 days, or if you're not a first-time subscriber, payments are **non-refundable**, unless the law absolutely forces us to.
## 4. Content Usage & Intellectual Property
- All original content, folks, is **copyrighted by the Site (hubtoday)**. Copying, reprinting, or using it for commercial purposes without authorization? That's a big no-no! 🚫
- Users only get a **non-exclusive, non-transferable access right** to the content, purely for personal learning and reading.
- For any commercial use or extensive quoting, please hit up the Site to get authorization.
## 4. Using Our Content & Intellectual Property ©
* **All original content** on **This Site** is **copyrighted by hubtoday**. So, please don't copy, reproduce, or use it for commercial purposes without getting our permission first.
* You, as a user, get a **non-exclusive, non-transferable right** to access our content, purely for your personal learning and reading pleasure.
* Thinking of using our stuff for commercial purposes or quoting a bunch of it? Awesome! Just **reach out to This Site** to get the necessary authorization.
## 5. User Conduct Rules
- Users, it's a strict **no-go** 🙅‍♀️ for uploading, posting, or spreading any content that's illegal, harassing, false, offensive, or infringes on others' rights.
- Also, **don't** try to bulk download, scrape, or crack member-only content using technical means. 🤖
- The Site has every right to remove inappropriate content and **ban rule-breaking users**. 🔨
## 5. User Conduct - Play Nice! 🚫
* You are **strictly prohibited** from uploading, posting, or spreading any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Let's keep it clean, folks!
* It's a big **NO-NO** to use any technical tricks to bulk download, scrape, or crack open our member-exclusive content. That's just not cool.
* **This Site** reserves the right to remove any inappropriate content and will **ban users** who don't play by the rules. Consider this your friendly warning!
## 6. Service Changes & Interruptions 🚧
- We, the Site, reserve the right to change, suspend, or terminate any part or all of our services at any time, without giving you a heads-up.
- And hey, if content becomes temporarily unavailable due to force majeure, server glitches, or third-party service interruptions, the Site is **not responsible for any compensation**.
## 6. Service Changes & Interruptions ⚠️
* **We** reserve the right to change, pause, or even completely stop parts or all of our services at any time, without giving you a heads-up. It's just how the tech cookie crumbles sometimes.
* If something totally out of our control happens like an act of God, server meltdowns, or a third-party service outage and you can't access content temporarily, **This Site will NOT be held liable for any damages**. Bummer, we know, but it's beyond our control.
## 7. Disclaimer 🛑
- The information provided by the Site is purely for reference. It **doesn't constitute** any professional advice whatsoever (like financial, legal, medical, you name it!).
- For any direct or indirect losses users might incur from using the Site's content or services, the Site is **absolutely not responsible**.
## 7. Disclaimer - Read Carefully! 🚨
* Heads up: The information **This Site** provides is strictly for reference purposes only. It's **NOT** meant to be professional advice of any kind (like financial, legal, or medical stuff). Seriously, talk to a pro!
* **This Site** is **NOT responsible** for any direct or indirect losses you might suffer from using our content or services. Just keeping it real here.
## 8. Governing Law ⚖️
- These Terms of Service are governed by, and interpreted according to, the laws of the State of California, USA, without regard to its conflict of law principles.
- For any disputes arising from or related to these terms, both parties should first try to resolve things amicably. If that doesn't work out, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California.
Alright, let's talk legal stuff. **These Terms of Service** are governed by, and interpreted in accordance with, the laws of the State of California, USA no matter what those conflict-of-law principles say. Got a beef related to these terms? First off, let's try to resolve it amicably, together! If we can't sort it out with a friendly chat, then you agree to take any disputes to the courts with jurisdiction in Santa Clara County, California. Let's hope it doesn't come to that! 🤞
## 9. Contact Info
- Got questions about these terms? Don't be shy! Just hit us up through the contact deets below:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## 9. Got Questions? Contact Us! 🤔
If you have any head-scratchers about these terms, don't hesitate to get in touch with us using the info below:
📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)