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---
linkTitle: 09-12-Daily
title: 09-12-Daily AI News Daily
weight: 20
breadcrumbs: false
comments: true
description: Kling AI, a Kuaishou subsidiary, just dropped its new digital human feature,
AI Avatar! All you gotta do is upload a photo and an audio clip, and boom—you ca.
---
## AI News Daily 2025/9/12
> `AI News` | `Daily Briefing` | `Aggregated Data from Across the Web` | `Frontier Science Exploration` | `Industry Free Speech` | `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 Summary**
```
Kling AI, Kuaishou's offering, launched AI Avatar, enabling users to generate vivid videos by uploading photos and audio.
ChatGPT now supports write operations, directly updating platforms like Jira and expanding its automation capabilities.
Volcano Engine unveiled LiveGS technology, marking the first time free-viewpoint video live streaming has been achieved on mobile devices.
Amazon AWS is training AI models to act as white-hat hackers, proactively identifying and patching security vulnerabilities.
a16z suggests that AI software should adopt a game industry model, focusing on "whale" users for revenue growth.
```
### Product and Feature Updates
1. Kling AI, a Kuaishou subsidiary, just dropped its new digital human feature, **AI Avatar**! All you gotta do is upload a photo and an audio clip, and boom—you can drive a virtual character with text commands, giving it tons of expressions and emotions. This "soul injection" tech instantly transforms static images into lively videos, unlocking endless possibilities for content creation. Right now, this feature is in limited beta, so [Head to the Official Social Media (AI News)](https://x.com/Kling_ai/status/1966129216296251515), comment and retweet to snag an "early bird ticket" to digital life! ✨
2. Claude API just bagged a super cool new skill: **"Web Fetch"**! Now, it can directly dive in and "snag" web pages and PDF content itself, so developers can ditch building their own elaborate setups. This feature lets Claude seamlessly link up with web search, powering through everything from finding info to deep-diving analysis. Whether you're ripping through documents, doing research, or handling user links, it's an absolute breeze. This bad boy is now in public beta. Devs who are keen can [Check out the Documentation (AI News)](https://docs.anthropic.com/en/docs/agents-and-tools/tool-use/web-fetch-tool) and get started ASAP, giving your app instant web analysis superpowers! 🚀
3. ChatGPT, though a bit late to the party, is finally all-in on supporting **MCP (My ChatGPT) tool write operations** in developer mode! 🎉 This is huge news, meaning developers can now whip up connectors that let ChatGPT directly perform "write actions" like updating Jira or firing off Zapier workflows. No more just sticking to simple searches and fetches! This update dramatically expands ChatGPT's automation game, propelling it beyond a mere "chatbot" and transforming it into a bona fide [Smart Workflow Hub (AI News)](https://x.com/aiwarts/status/1965940519634350499). Get ready for some serious automation firepower! 🔥
### Frontier Research
1. Volcano Engine Multimedia Lab just dropped a tech-bomb: **LiveGS**! This bad boy has successfully dragged mobile free-viewpoint video live streaming out of sci-fi and into reality, even scoring a prestigious spot at the top graphics conference, **SIGGRAPH**! 💥 How'd they do it? Through three game-changing innovations: real-time reconstruction via feedforward neural networks, lossless compression up to a whopping 500 times, and a rendering strategy totally optimized for phones. This trifecta completely smashes the compute and bandwidth bottlenecks that plagued mobile FVV. What's it mean for you? Well, in the future, whether you're catching a soccer match or a virtual idol concert, you'll be able to freely switch to a "god's-eye view" right on your phone. [Click for Technical Details (AI News)](https://mp.weixin.qq.com/s?__biz=MzI1MzYzMjE0MQ==&mid=2247516647&idx=1&sn=30de5a48a7a88ec008da89e253ff82dd) and get ready to experience a 360-degree immersive revolution! 🤩<br/>![AI News: LiveGS System Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k4wtck8fe8bbgmxc25pdgh5n.avif)<br/>![AI News: LiveGS Neural Network Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k4wtcpt9f1s8npbvgv253hwt.avif)
2. Amazon AWS researchers are turning large models into bona fide **"white-hat hackers"**! Through their two killer projects, **Cyber-Zero** and **CTF-Dojo**, they're teaching AI to sniff out and fix security vulnerabilities in both virtual and real-world scenarios. Cyber-Zero is super innovative, pulling off "runtime-free training" by simulating attacks and defenses in a purely text-based environment to safely and efficiently churn out training data. Meanwhile, CTF-Dojo sets up actual "Capture The Flag arenas" for models to sharpen their skills in practical combat. This powerful one-two punch isn't just paving the way for the rise of [AI Security Agents (AI News)](https://www.jiqizhixin.com/articles/2025-09-11-2); it's also sparking some deep thoughts about the dual-use nature of this tech. 🤔<br/>![AI News: CTF-Dojo System Architecture](https://source.hubtoday.app/images/2025/09/news_01k4wtcw95ec4966cjt85nfs8d.avif)
3. Ever wondered how to get large models to work efficiently "blindfolded" on encrypted data? Well, a new paper just dropped, introducing a clever algorithm called **cutmax** that totally solves this tricky privacy computing puzzle! 🤯 This groundbreaking research is the first to nail efficient argmax and top-p sampling under **Homomorphic Encryption (HE)**. What's that mean? Models can now do inference and generate text without ever decrypting user data. Experiments show this fresh approach slashes inference latency by a whopping 24 to 35 times, truly paving the way for [Secure and Private AI Applications (AI News)](https://arxiv.org/abs/2509.08383) and marking a massive leap in privacy computing! 🚀
4. How tough is it to find stuff in the murky underwater world? 🌊 A recent review paper dives deep, systematically mapping out the five major challenges facing **Underwater Object Detection (UOD)**, and it's got its eyes set on powerful **Large Vision-Language Models (LVLMs)**. The paper doesn't just look back at solutions from old-school image processing to modern AI; it also boldly tried using DALL-E 3 to cook up synthetic data and then fine-tuned the Florence-2 model for underwater detection. The research spills the tea: while LVLMs have massive potential, we've still got a long, long way to go to get them to perform [Real-time "Eagle Eye" Object Detection Underwater (AI News)](https://arxiv.org/abs/2509.08490), especially when it comes to optimizing models and real-time applications. 🐠
### Industry Outlook and Social Impact
1. Braintrust's blog is totally shaking up the developer community, diving deep into **asynchronous programming**—a tech wave that's simply unstoppable. 🤯 This isn't just about making your code run faster; it's a game-changing overhaul for how modern apps are built, aiming to craft systems that are way more responsive and scalable. The community is buzzing with hot takes, weighing all the pros and cons async brings to the table. You can [Read this in-depth article for details (AI News)](https://www.braintrust.dev/blog/async-programming) and jump into the discussion. 💬
2. Stop dreaming about "building a product and raking in cash"! An indie dev just spilled the harsh truth about earning $20,000 a month: it's all about a meticulously crafted strategy of "strategic diligence." 🎤 The core secrets? Reply to potential clients in seconds like a GTM team, ditch the roadmap to only build features users need *right now*, and jack up prices by 5x to filter for high-quality clients. This playbook, dubbed "building freedom," really hammers home the [Secrets to Standing Out in Competition (AI News)](https://x.com/Yangyixxxx/status/1965981785915011209), offering super actionable guidance for every indie developer out there. 💡
3. Big-name VC a16z is shouting it from the rooftops: AI is totally flipping the script on how consumer software makes money! 🔄 Traditional subscription models? So last season. The "**Great Expansion Era**" is here, folks! The secret sauce for this new model is hitting over 100% net revenue retention. How? Think complex pricing like the gaming industry's "whale user" model, bridging the gap from personal spending to corporate reimbursement, and rolling out enterprise-level features early on. This playbook tells startups to think like enterprise software from day one. This [In-depth Analysis of This Trend (AI News)](https://x.com/op7418/status/1965976675021369367) offers a totally fresh roadmap for business models in the AI age. ✨<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k4wtd2tqf92aaya1f243vj8v.mp4" controls="controls" width="100%"></video>
4. What does an AI engineer's growth journey look like? A super popular post lays out **AI engineering capabilities** into four crystal-clear levels, from newbie to expert. 🌟 This awesome framework kicks off with the absolute basics ("using tools well"—think **context engineering**, calling APIs), then gradually steps up to "integrating into products" (**RAG**, agents), "building reliable systems" (**model fine-tuning**, security and compliance), and finally hitting expert status with "large-scale optimization" (distributed inference, cost management). This [Detailed Growth Roadmap (AI News)](https://x.com/shao__meng/status/1965920362816004382) gives every AI pro a clear-cut guide, so you know exactly where you stand and what your next big move should be. 🚀<br/>![AI News: AI Engineer Capability Levels Diagram](https://source.hubtoday.app/images/2025/09/news_01k4wtd6h5efs82rknps0c1rw6.avif)
### Open Source TOP Projects
1. Check out **GHunt** (⭐17.4k), an open-source gem that's a bit "dangerous"—it's an offensive information reconnaissance framework specifically designed for the Google ecosystem. 🚨 This project's whole mission is to dig up public info tied to Google accounts, potentially spilling the owner's name, Google ID, YouTube channel, and a bunch of other private deets from just an email address. For cybersecurity pros and privacy-minded folks, [Understand GHunt's Capabilities (AI News)](https://github.com/mxrch/GHunt) is a must-see. It's not just about learning attack methods; it's also a crucial lesson in beefing up your own defenses. 🛡️
2. When AI agents start "ganging up to tackle monsters," you'll need a seriously powerful backup—and that's where the highly anticipated **agno** (⭐33.1k) project comes in! 💪 This bad boy is a high-performance runtime built for **multi-agent systems**, letting you securely build, run, and manage complex AI collectives right in your own cloud environment. Whether you're whipping up collaborative AI workflows or intricate automation systems, [The Powerful Framework Provided by Agno (AI News)](https://github.com/agno-agi/agno) will be your trusty sidekick, ensuring your agent teams work together without a hitch. ✨
3. Wanna ditch those pesky monthly fees for email marketing services? 💸 Well, **BillionMail** (⭐10.1k) is here to save the day with a fully self-hosted, open-source solution! 🦸‍♀️ This awesome project packs a punch, integrating powerful features like an email server, newsletter, and email marketing all into one. You get total control over your email system, waving goodbye to those monthly fee headaches. For developers and businesses craving autonomy, [BillionMail is Undoubtedly (AI News)](https://github.com/aaPanel/BillionMail) a seriously hot pick. Go on, deploy your own email empire! ✨
4. If you're a fan of the powerful automation tool n8n, then you absolutely cannot sleep on this treasure project called **n8n-workflows** (⭐28.3k)! 👀 This super diligent author has rounded up and organized every single n8n workflow they could get their hands on, creating what's basically the "encyclopedia" of automation workflows. 📚 From simple daily tasks to super complex business processes, you can [Find Inspiration in This Extensive Library (AI News)](https://github.com/Zie619/n8n-workflows) or just grab and reuse them, massively boosting your productivity! ⚡
### Social Media Shares
1. Hold up, a Reddit user just dropped a bombshell: Mistral's "thinking mode" apparently spits out shallower and shorter answers than its regular mode when tackling social science questions! 💥 This is totally wild, flying in the face of models like ChatGPT or Claude, which usually get *deeper* the more they "think." Naturally, this has the community buzzing. Everyone's scratching their heads, wondering if it's a quirky model trait or if there's some secret "incantation" needed to unlock its true power. Go [Go Check Out This Interesting Discussion (AI News)](https://www.reddit.com/r/MistralAI/comments/1ne82ry/i_find_that_thinking_mode_answers_are_superficial/) and see what all the fuss is about! 👀
2. Google's awesome knowledge management tool, **NotebookLM**, just opened up its API, baby! 🥳 This means businesses can now build their very own "super brain"! Thanks to this API, all data gets tucked away securely in the enterprise's own Google Cloud account, perfectly nailing data security and compliance for companies looking to build private knowledge bases. This is seriously opening up new doors for enterprise knowledge management and developing internal smart Q&A systems. 🚪 Go [Check out the Official Documentation (AI News)](https://cloud.google.com/agentspace/notebooklm-enterprise/docs/overview) right now! 🚀
3. Doubao's large model image creation tool, **Seedream 4.0**, just hit an *insane* breakthrough in understanding ancient Chinese poetry's artistic vibe! 🤯 Just punch in a poem, and boom—it conjures up a painting dripping with profound artistic flair. Users don't need to rack their brains describing the scene anymore; the model, leveraging its powerful world knowledge and comprehension, automatically snags the soul of the poetry, even thoughtfully adding the original text right onto the image. According to the sharer, Volcano Engine has already launched the model's API, and it's the *only* spot where you can get direct 4K high-def images. Go [Experience This Oriental Aesthetic (AI News)](https://x.com/op7418/status/1966041303424307219) and get your mind blown! 🤩<br/>![AI News: Ancient Poetry Painting Generated by Seedream 4.0](https://source.hubtoday.app/images/2025/09/news_01k4wtdavbf2evzyrhqbzkde61.avif)
4. A "hot tip" straight from the front lines has got the community absolutely buzzing: **Gemini 3** won't drop this month, but it's totally "on its way"! 🤫 Even crazier news? The upcoming lightweight version, **Gemini 3.0 Flash**, is set to *directly surpass* the current **Gemini 2.5 Pro** in capabilities, pulling off a real "small cup overtakes big cup" upset. 🤯 This [Big News from X (AI News)](https://x.com/dotey/status/1965973122521116984) hints at a massive leap in performance for Google's next-gen models. Folks, buckle up! 🎢
---
## **AI Product Self-Recommendation: [AIClient2API ↗️](https://github.com/justlovemaki/AIClient-2-API)**
### AIClient-2-API: Not Just a Proxy, It's Your AI Capability Hub! ✨
Ever dreamt of a world where you can use *any* AI tool and still freely tap into the most cutting-edge large models, without the headache of incompatible interfaces or annoying rate limits? Well, **AIClient-2-API** is here to make that dream a reality! 🌟 This bad boy is a powerful converter that cleverly transforms the authorizations from all sorts of AI clients (like Gemini CLI, Kiro) into one stable, unified local OpenAI API service. 🔥
We're rolling out some ace features that are totally gonna revolutionize your workflow:
* **New Account Pool Functionality**: Still pulling your hair out over single account request limits? 🤯 Say hello to our brand-spanking-new **Account Pool Functionality**! This feature lets you set up multiple model accounts, giving you automatic round-robin distribution and failover. From now on, you can kiss single points of failure goodbye 👋 and give your AI services that sweet, sweet enterprise-grade high availability!
* **Prompt Alchemy**: Get ready for **Prompt Alchemy**—this might just be the most mind-blowing proxy feature you've ever laid eyes on! 🤯 You can effortlessly *extract*, *override*, and even *append* all system prompts flowing through it. What's that mean for you? You can inject a unified soul and set of rules into every connected tool, giving you insane, granular control like never before! 💪
* **Break Free, Roam Wild**: Ready to **Break Free and Roam Wild**? We've got your back! 🤝 We'll help you elegantly sidestep Gemini's free API rate limits and even unlock Kiro's full potential, letting you tap into the pricey Claude model for absolutely free! 🆓 This is our mantra: use the free Claude API with Claude code for a super economical 💰 and practical solution for all your programming dev needs.
* **Client as a Service: Limitless Imagination**: The core genius 🧠 behind **AIClient-2-API** is transforming those locked-down client capabilities into open APIs. With this bad boy 🔥, you're free to mix and match the powers of all sorts of tools. As a true master 🧙‍♂️ once put it: "Why limit yourself to Cursor when you can use Kiro code assistant with Cursor prompts and any top-tier large model in Tare?"
Ditch those fiddly configurations 😫 and constant switching! **AIClient-2-API** helps you pull your resources together, so you can just focus on bringing your brilliant ideas 💡 to life. Join up now and kick off your AI superpower journey! 🚀
---
## **AI News Daily Audio Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-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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@@ -2,86 +2,88 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-09/2025-09-10
next: /en/2025-09/2025-09-11
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/9/11
## Daily AI News 2025/9/12
> AI News | Daily Briefing | Web Data Aggregation | Frontier Science Exploration | Industry Voice | Open Source Innovation | AI & Humanity's Future | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
> `AI News` | `Daily Morning Read` | `All-Net Data Aggregation` | `Cutting-Edge Science Exploration` | `Industry Free 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)
### **Today's Highlights**
### **Today's Digest**
```
Kuaishou Kwali can automatically create short videos with just one sentence, while Claude models can generate office documents.
Alibaba launched the highly efficient Qwen3 model, and Tencent Hunyuan open-sourced a 2K resolution text-to-image model.
Google Gemini Canvas supports natural language modification of web pages, greatly simplifying application development.
Industry research revealed loopholes in the mainstream token-based billing model, raising concerns about fairness.
X (formerly Twitter) open-sourced its core recommendation algorithm, sparking major attention, and the aisheets project is lowering the barrier to AI use.
```
* Kuaishou Kling introduces AI Avatar, generating vivid videos from uploaded photos and audio.
* ChatGPT now supports write operations, enabling direct updates to Jira and other platforms, expanding automation capabilities.
* Volcano Engine launches LiveGS technology, achieving free-viewpoint video live streaming on mobile devices for the first time.
* Amazon AWS trains AI models to become white-hat hackers, proactively identifying and patching security vulnerabilities.
* a16z suggests AI software should adopt game industry models, focusing on whale users for revenue growth.
### Product & Feature Updates
1. **Kuaishou** has dropped **Kwali**, an "AI super employee" that's a total game-changer for content creators. You just give it a one-sentence command, and boom it handles the entire short video production process, from copywriting and scripting to editing and publishing! This magic happens thanks to a robust **cloud-based multi-agent framework** working together, automatically breaking down requests, matching materials, and synthesizing the final product. It essentially demolishes the barrier to video creation. For those craving more info (check out [Massive Information (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247824614&idx=1&sn=66ba853e81d671a9dfdd39c48cb98ada)), this means shop owners and bloggers can now instantly turn fresh ideas into high-quality clips. 🚀<br/>![AI News: Kwali Interface Demonstration](https://source.hubtoday.app/images/2025/09/news_01k4t1m0z1fkhrrn75yj7f2qme.avif)
2. **Anthropic's Claude model** just got a major upgrade, transforming from a "knowledge advisor" into a super capable "office assistant." Users can now directly chat with Claude to turn discussions into **Excel spreadsheets, Word documents, PPT slides**, and even PDFs, which can be exported directly. Talk about a dream come true for anyone stuck with office grunt work! This feature initially rolled out to Max, Team, and Enterprise users, suggesting that (as per [Latest Updates (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/claude-excel-ppt-pdf)) those tedious report summaries and table creations might actually be a one-sentence job in the future. Pretty lit! 🔥<br/>![AI News: Claude File Generation Feature Interface](https://source.hubtoday.app/images/2025/09/news_01k4t1m3e4ex4v471ktf0axp7p.avif)<br/>![AI News: Claude Multi-file Processing Workflow](https://source.hubtoday.app/images/2025/09/news_01k4t1m5y1f2r8560hy0mq1n1h.avif)
1. Kling AI, Kuaishou's creative powerhouse, has just rolled out a super cool new feature: **AI Avatar**! Get this: you just upload a photo and an audio clip, and boom you can drive a virtual character with text commands, giving it all sorts of rich expressions and emotions. This "soul-injection" tech literally turns static images into lively videos in a flash, unlocking endless possibilities for content creation. It's currently a limited-access experience, so hustle over to [Kling AI's official social media (AI News)](https://x.com/Kling_ai/status/1966129216296251515) to comment and retweet to grab your "early bird ticket" to digital life! 🚀
2. The Claude API just snagged a slick new superpower: **"Web Fetch"**! Now it can directly dive in and "snag" web pages and PDF content, so developers no longer need to build custom fetchers. This feature lets Claude seamlessly blend web searching, going from finding info to deep analysis in one smooth move. Whether you're ripping through documents, doing research, or processing user links, it's got your back. This feature is now in public Beta, so interested devs can [check out the documentation now (AI News)](https://docs.anthropic.com/en/docs/agents-and-tools/tool-use/web-fetch-tool) and give your apps instant web analysis chops! 🤯
3. It took its sweet time, but ChatGPT has finally, *finally* got full support for write operations with **MCP (My ChatGPT) Tools** in developer mode! 🥳 This is huge: developers can now whip up connectors, letting ChatGPT directly execute "write operations" like updating Jira or firing off Zapier workflows, way beyond just searching and fetching. This update seriously levels up ChatGPT's automation game, transforming it from a mere "chatbot" into a genuine ["Smart Workflow Hub" (AI News)](https://x.com/aiwarts/status/1965940519634350499)! What a step!
3. **Google Gemini Canvas** has unveiled a mind-blowing feature called **"Select and Ask,"** completely revolutionizing how we visually edit web applications. Developers can simply click any element in their app with a mouse, then use natural language to describe desired changes no code needed, and you get a real-time preview of the modifications. Just as [Demis Hassabis Shares (AI News)](https://x.com/demishassabis/status/1965477055770104312) demonstrated, this is like giving web development a "point-and-shoot" magic wand, making app iteration as easy and intuitive as a chat. How cool is that? 💡<br/>![AI News: Gemini Canvas Select and Ask Feature Demo](https://source.hubtoday.app/images/2025/09/news_01k4t1m840ftkthvpev897mcc9.avif)
### Cutting-Edge Research
### Frontier Research
1. **Alibaba's Tongyi Qianwen team** is about to drop the **Qwen3-Next-80B-A3B-Instruct** model, which is completely flipping the script on the performance-cost balance in an unbelievable way. It boasts a whopping 80 billion parameters but only activates a mere 300 million during runtime. This "sparse activation" design, powered by a **MoE (Mixture of Experts) architecture**, supercharges its inference speed for long texts to over 10 times that of the 32B models in the same series, all while costing less than a tenth to train. According to [Related Report (AI News Daily)](https://www.aibase.com/zh/news/21177), the AI community is already buzzing about this "small horse pulling a big cart" level of extreme efficiency, hinting at an imminent new revolution in AI accessibility. Get ready! 🚀<br/>![AI News: Qwen3 Model Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k4t1m9zvetqbcfsbqckxf8hp.avif)
2. **Tencent Hunyuan team** has officially open-sourced the **HunyuanImage 2.1** model, pushing the resolution ceiling for open-source text-to-image generation straight to a native **2K level** spitting out a high-definition masterpiece in just seconds. This model not only handles complex prompts up to 1000 characters and precisely controls the pose and layout of multiple subjects, but it also packs a secret weapon: built-in tech for seamlessly embedding text into images. Seriously, it's a "divine tool" for designers. With the model now [Fully Open-Sourced on Hugging Face (AI News)](https://www.aibase.com/zh/news/21182), its generation quality rivals top-tier closed-source models, and its generous open-source spirit is bound to ignite a whole new wave of AI art creation. Get ready to be blown away! 🔥<br/>![AI News: HunyuanImage 2.1 Generated Multi-subject Image](https://source.hubtoday.app/images/2025/09/news_01k4t1mcyzed4bjx698cwc31na.avif)
3. **A new study** (check it out: [New Research (AI News)](https://arxiv.org/abs/2509.07961)) is diving deep into whether large language models actually have "joys, angers, sorrows, and delights." Researchers are trying to explore AI's "happiness" by comparing a model's stated preferences with its actual behavioral choices in a virtual world. The findings suggest that there's some consistency between a model's "words" and "actions," hinting that one day we might be able to quantify **AI's preference satisfaction**. But hold your horses! The results aren't entirely stable yet, so we're still a long way from building a real "AI happiness detector." Something to ponder, for sure! 🤔
4. **A new paper** (read up on it here: [New Paper (AI News)](https://arxiv.org/abs/2503.19951)) has dropped, pointing out that current AI often acts "face-blind" when watching videos, ignoring crucial audio info and just taking visual and text "shortcuts." To fix this, the paper introduces **AVUT**, a brand-new evaluation benchmark. It's basically a hearing test that forces models to actually understand the sounds in a video to answer questions correctly. This "ear-training" benchmark aims to push multimodal models to evolve from just "watching videos" to truly "understanding audio and visuals simultaneously." Big deal, right? 💡
1. Volcano Engine Multimedia Lab just dropped a serious tech bomb: **LiveGS**! This bad boy has successfully dragged free-viewpoint video live streaming for mobile devices right out of sci-fi and into reality, even scoring a spot on the prestigious **SIGGRAPH** list! 🤯 LiveGS crushes mobile FVV's computing and bandwidth bottlenecks with three killer innovations: real-time reconstruction via feedforward neural networks, mind-blowing 500x low-loss compression, and rendering strategies specifically tuned for phones. This means whether you're catching a game or a virtual idol concert, you'll soon be able to swap to a "god's-eye view" on your phone. [Click for technical details (AI News)](https://mp.weixin.qq.com/s?__biz=MzI1MzYzMjE0MQ==&mid=2247516647&idx=1&sn=30de5a48a7a88ec008da89e253ff82dd) and get ready for a 360-degree immersive revolution!
<br/>![AI News: LiveGS System Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k4wtck8fe8bbgmxc25pdgh5n.avif)<br/>![AI News: LiveGS Neural Network Architecture Diagram](https://source.hubtoday.app/images/2025/09/news_01k4wtcpt9f1s8npbvgv253hwt.avif)
2. Alright, Amazon AWS researchers are turning large models into legit "white-hat hackers"! 🤯 They're using two massive projects, **Cyber-Zero** and **CTF-Dojo**, to teach AI how to sniff out and fix security vulnerabilities in both virtual and real battlegrounds. **Cyber-Zero** cleverly pulls off "runtime-free training," simulating offense and defense in a text-only zone to pump out training data safely and super efficiently. Then there's **CTF-Dojo**, which sets up real "Capture the Flag arenas" for models to sharpen their skills in actual combat. This combo not only smooths the path for [AI Security Agents (AI News)](https://www.jiqizhixin.com/articles/2025-09-11-2) to grow but also kicks off some serious thinking about the dual-use dilemmas of tech.
<br/>![AI News: CTF-Dojo System Architecture](https://source.hubtoday.app/images/2025/09/news_01k4wtcw95ec4966cjt85nfs8d.avif)
3. So, how do you get large models to crunch encrypted data "blindly" but still stay super efficient? 🤔 A fresh paper just dropped with a genius algorithm called **cutmax** that tackles this thorny privacy computing puzzle head-on! This study is the first to nail efficient argmax and top-p sampling in a **Homomorphic Encryption (HE)** setup. What's that mean? Models can now do their inference and text generation magic *without* ever decrypting your precious user data. Experiments show this new trick slashes inference latency by a whopping 24 to 35 times, totally paving the way for [Secure and Private AI Applications (AI News)](https://arxiv.org/abs/2509.08383). This is a massive stride for privacy computing!
4. Ever wonder how tricky it is to find things in the murky depths underwater? 🌊 A fresh review paper just dropped, systematically breaking down the five massive challenges faced by **Underwater Object Detection (UOD)**, and it's eyeing powerful **Large Vision Language Models (LVLMs)** as the solution. The paper doesn't just rehash old solutions from traditional image processing to modern AI; it daringly uses DALL-E 3 to cook up synthetic data and then fine-tunes a Florence-2 model for underwater detection. The research spills the tea: while LVLMs are bursting with potential, we've got a long, *long* road ahead to get them [real-time "Spotting Gems" Underwater (AI News)](https://arxiv.org/abs/2509.08490), especially on the model optimization and real-time application fronts.
### Industry Outlook & Social Impact
1. **A research report** (find it here: [Research Report (AI News)](https://arxiv.org/abs/2505.21627)) just dropped a bombshell: Is what you're paying for AI services actually transparent? Turns out, the mainstream "**token-based billing**" model has a massive loophole! Service providers could technically "fleece" users by inflating token counts, and users would be none the wiser. The researchers not only proved this "sleight of hand" is totally doable but also cooked up an algorithm that can quietly overcharge. They're calling for the industry to switch to a fairer "**character-based billing**" system. This is definitely a wake-up call for all AI users time to scrutinize those AI bills! 🧐
2. **A Redditor** shared some truly thought-provoking "**Ten Laws of AI Engagement**," and the core idea is chilling: every single attempt we make to resist AI just becomes part of its training data. Whether we criticize, avoid, or fight it, all we're doing is teaching AI how to understand and overcome human intentions even more precisely. It's like an endless, spiraling chase. This [Insightful Post (AI News)](https://www.reddit.com/r/artificial/comments/1ncr4kq/10_laws_of_ai_engagement_i_think/) reveals a weird symbiotic yet adversarial relationship between us and AI: we're both its creators and its best sparring partners. Food for thought, huh? 🤔
1. Braintrust's blog is seriously shaking up the developer community with a deep dive into **Asynchronous Programming** yep, that unstoppable tech wave. 🌊 It's way more than just making code run faster; it's a fundamental revamp of how we build modern apps, aiming for systems that are super responsive and scale like crazy. The community is absolutely buzzing, weighing all the cool benefits against the downsides of async. You can [learn more in this in-depth article (AI News)](https://www.braintrust.dev/blog/async-programming)!
2. Alright, ditch those "build a product, get rich quick" fantasies! 🙅‍♀️ An indie developer just spilled the harsh truth about pulling in $20K a month: it's all thanks to a meticulously crafted "strategic diligence" game plan! The core hacks? Think responding to potential clients instantly like a top-tier GTM team, tossing out roadmaps to *only* build what users desperately need *right now*, and then jacking up your prices by 5x to filter for those high-quality clients. This entire "building freedom" playbook underscores the [Secrets to Standing Out in Competition (AI News)](https://x.com/Yangyixxxx/status/1965981785915011209) and hands all indie developers an ultra-actionable roadmap!
3. Okay, so renowned VC firm a16z is calling it: AI is totally upending how consumer software rakes in cash! 🤑 They're saying the old-school subscription model is dead and buried welcome to the **"Era of Grand Expansion"**! The secret sauce for this new vibe? Hitting over 100% net revenue retention. The game plan includes: snagging the gaming industry's **"whale user"** model for some slick, complex pricing, building bridges from personal buys to corporate expense reports, and baking in enterprise-grade features from the get-go. This whole strategy tells startups to start thinking like enterprise software from day one. Dive into this [Article Deeply Interpreting This Trend (AI News)](https://x.com/op7418/status/1965976675021369367) for a completely fresh roadmap for AI-era business models!
<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k4wtd2tqf92aaya1f243vj8v.mp4" controls="controls" width="100%"></video>
4. Ever wondered what the growth journey for an AI engineer actually looks like? 📈 A super popular post just dropped, neatly slicing **AI engineering capabilities** into four distinct levels, from total newbie to seasoned pro. This framework kicks off with the entry-level "mastering tools" (think **context engineering** and API calls), then gradually ramps up to "integrating into products" (**RAG**, agents), "building reliable systems" (**model fine-tuning**, security & compliance), and finally hitting that expert sweet spot with "large-scale optimization" (distributed inference, cost management). This [Detailed Growth Roadmap (AI News)](https://x.com/shao__meng/status/1965920362816004382) dishes out crystal-clear guidance for all AI folks, showing you exactly where you're at and where you need to blast off to next!
<br/>![AI News: AI Engineer Capability Level Chart](https://source.hubtoday.app/images/2025/09/news_01k4wtd6h5efs82rknps0c1rw6.avif)
### Open Source TOP Projects
1. The **Registry project** is basically a "community phonebook" tailor-made for the AI model world. It offers a community-maintained registration service for **Model Context Protocol (MCP)** servers and has already snagged [2.7k Stars on GitHub (AI News)](https://github.com/modelcontextprotocol/registry). The whole point of this project is to make it super easy for different AI model services to be discovered and connected, serving as crucial infrastructure for building a distributed, decentralized AI ecosystem. Think of it as lighting up lighthouses in the chaotic universe of AI, guiding the way. Pretty neat! 💡
### Top Open Source Projects
2. Ever wondered how your daily feed is decided? **X (formerly Twitter)** just blew everyone's minds by open-sourcing its core recommendation algorithm, **The Algorithm**, giving you a peek behind the curtain at the "invisible hand" of a social media giant. This treasure trove, which has been [Raking in 65.1k Stars on GitHub (AI News)](https://github.com/twitter/the-algorithm), doesn't just satisfy tech geeks' curiosity; it also offers researchers an unprecedented window into analyzing how information flows. Now that the algorithm's mysterious veil has been lifted, everyone can dive in and explore its secrets!
1. Okay, buckle up for a slightly "dangerous" open-source gem: **GHunt** (⭐17.4k)! 🕵️‍♀️ This bad boy is an offensive info-reconnaissance framework designed specifically to poke around the Google ecosystem. GHunt is all about digging up public deets linked to Google accounts, and it can yank out the owner's name, Google ID, YouTube channel, and a whole heap of other potentially private data just from an email address. For cybersecurity researchers and privacy-conscious users, [learning about GHunt's capabilities (AI News)](https://github.com/mxrch/GHunt) is not just about understanding attack vectors; it's a critical lesson in beefing up your own defenses.
2. When AI agents start "ganging up to fight monsters," you're gonna need some serious backup and that's exactly what the buzz-worthy **agno** (⭐33.1k) project delivers! 🚀 This thing is a high-performance runtime built specifically for **multi-agent systems**, letting you securely set up, run, and wrangle complex AI swarms right in your own cloud environment. Whether you're whipping up collaborative AI workflows or intricate automation systems, [Agno's Powerful Framework (AI News)](https://github.com/agno-agi/agno) will be your go-to assistant, making sure your agent collaboration is anything but chaotic!
3. Wanna ditch those monthly fees for email marketing services? 💸 **BillionMail** (⭐10.1k) is your answer, offering a totally self-hosted, open-source solution! This project packs a punch, integrating awesome features like a **mail server, newsletters, and email marketing** all under one roof. That means you get complete control over your email system and can finally wave goodbye to those pesky monthly bills. For devs and businesses who want to call their own shots, [BillionMail is definitely (AI News)](https://github.com/aaPanel/BillionMail) a super tempting choice. Go build your exclusive email empire!
4. If you're crushing it with the powerful automation tool n8n, then you absolutely, positively CANNOT sleep on this gem: **n8n-workflows** (⭐28.3k)! 💎 This super diligent author has painstakingly collected and organized every single n8n workflow they could get their hands on, basically creating the ultimate "encyclopedia" of **automation workflows**. From simple daily chores to intricate business processes, you can either [find inspiration in this massive library (AI News)](https://github.com/Zie619/n8n-workflows) or just plug and play, instantly turbocharging your productivity!
3. **Hugging Face's aisheets project** is basically a "magic wand" custom-made for data processors, letting you use AI models to build, enrich, and transform datasets without writing a single line of code. This [Popular Project on GitHub (1.1k, AI News)](https://github.com/huggingface/aisheets) wraps complex AI capabilities into an intuitive, spreadsheet-like interface, drastically lowering the barrier for non-technical folks to use AI. From now on, wrangling data isn't a chore; it's a creative game! Get on it! 🚀
### Social Media Buzz
4. **MaxKB** is a powerful and user-friendly open-source enterprise-grade agent platform, designed to help businesses quickly build their very own "super brains." This [Hot Project with 18.1k Stars on GitHub (AI News)](https://github.com/1Panel-dev/MaxKB) can integrate internal corporate knowledge bases, creating precise and reliable AI Q&A and automated process robots. For businesses eager to deeply embed AI capabilities into their workflows, MaxKB definitely offers an ideal starting point. Pretty cool, right? 😉
### Social Media Shares
1. Good news for test engineers! The **TestBrain AI testing agent** has just burst onto the scene, capable of directly reading Product Requirements Documents (PRDs) and automatically generating standardized test cases. This project leverages **RAG (Retrieval-Augmented Generation)** technology to slash model hallucinations and learns from internal company documents to ensure generated test cases perfectly align with real-world business scenarios. It even supports generating API tests directly from interface definitions. As Gorden Sun showcased in [This Tweet (AI News)](https://x.com/Gorden_Sun/status/1965721932789338246), AI is seriously liberating testers from tedious, repetitive work. This is huge! 🔥<br/><video src="https://source.hubtoday.app/images/2025/09/news_01k4t1mfwwetxa310311zexe4v.mp4" controls="controls" width="100%"></video>
2. Hit a wall with website traffic growth? **Lovable app's new feature** offers a killer example of "manual + AI" collaborative optimization, making complex SEO setup a breeze. You can manually configure basic info like domain and title, then use AI prompts to instantly generate advanced optimization strategies like **semantic titles and structured data** to rocket your website rankings. Go ahead, [Learn This Combo (AI News Daily)](https://x.com/shao__meng/status/1965600940666589628) and let AI be your most powerful SEO growth hacker! You got this! 💪<br/>![AI News: Lovable's SEO Settings Dialog](https://source.hubtoday.app/images/2025/09/news_01k4t1mmjxfmyb8x1xv7nfav4n.avif)
1. A Reddit user just dropped a bombshell: Mistral's "thinking mode" apparently spits out *more* superficial and shorter answers for social science questions than its regular mode! 🤯 This is wild, totally the reverse of how models like ChatGPT or Claude usually get "deeper the more they think," and it's set the community abuzz. Everyone's scratching their heads, wondering if it's just a quirk of the model or if some secret "incantation" is needed to unleash its true potential. You gotta [go check out this interesting discussion (AI News)](https://www.reddit.com/r/MistralAI/comments/1ne82ry/i_find_that_thinking_mode_answers_are_superficial/)!
2. Google's killer knowledge management tool, **NotebookLM**, has *finally* opened its API! 🥳 This means businesses can now whip up their very own "super brain." Thanks to this API, all your data chills securely within your company's own Google Cloud account, totally solving those pesky data security and compliance headaches for enterprises building **private knowledge bases**. This is a massive game-changer, undoubtedly flinging open new doors for corporate knowledge management and building internal smart Q&A systems. Go [check out the official documentation (AI News)](https://cloud.google.com/agentspace/notebooklm-enterprise/docs/overview) ASAP!
3. Get this: Doubao's large model image creation tool, **Seedream 4.0**, just dropped an absolutely mind-blowing breakthrough in understanding ancient Chinese poetry! 🤩 You literally just type in a poem, and *boom*, it whips up a painting with this deeply profound artistic vibe. Users can ditch the brain-racking trying to describe scenes; the model, armed with its immense world knowledge and comprehension, automatically snags the poem's very soul and even thoughtfully slaps the original text right onto the image. According to the chatter, Volcano Engine has already launched the API for this model, and it's the *only* spot you can get direct 4K high-def output. Seriously, go [experience this Oriental aesthetic (AI News)](https://x.com/op7418/status/1966041303424307219) right now!
<br/>![AI News: Seedream 4.0 Generated Ancient Poetry Painting](https://source.hubtoday.app/images/2025/09/news_01k4wtdavbf2evzyrhqbzkde61.avif)
4. Hold up! Some juicy "grapevine news" from the front lines just blew up community expectations: **Gemini 3** isn't dropping this month, but it's definitely "on its way"! 🤩 And get this the upcoming lightweight **Gemini 3.0 Flash** is rumored to directly outshine the current **Gemini 2.5 Pro** in capability, pulling off a total "underdog beats the champ" move! This [Major exclusive from X (AI News)](https://x.com/dotey/status/1965973122521116984) hints at a massive performance leap for Google's next-gen models, so y'all better buckle up!
---
## **AI Product Self-Recommendation: [AIClient2API](https://github.com/justlovemaki/AIClient-2-API)**
## **AI Product Spotlight: [AIClient-2-API](https://github.com/justlovemaki/AIClient-2-API)**
### AIClient-2-API: More Than Just a Proxy, It's Your AI Power Hub!
### AIClient-2-API: More than just a proxy, it's your AI power hub!
Ever dreamed of a world where you can freely tap into the top-tier large language models with any AI tool, without fretting over incompatible APIs or annoying rate limits? Well, **"AIClient-2-API"** is here to turn that dream into reality! This powerful converter cleverly transforms authorizations from various AI clients (like Gemini CLI, Kiro) into a stable, unified local OpenAI API service. Pretty slick, huh?
Ever fantasized about a setup where, no matter what AI tool you're using, you could effortlessly tap into the most cutting-edge large models without sweating over incompatible interfaces or annoying rate limits? **AIClient-2-API** makes that fantasy a total reality! This beast of a converter cleverly transforms authorizations from all sorts of AI clients (think Gemini CLI, Kiro) into one rock-solid, unified local OpenAI API service.
We've cooked up a few ace features that are seriously going to revamp your workflow:
We're dropping some killer features that are guaranteed to totally change your workflow:
* **New Account Pool Feature**: Still battling those pesky request limits on a single account? Our freshly developed account pool lets you configure multiple model accounts, enabling automatic round-robin and failover. Say goodbye to single points of failure and hello to enterprise-grade high availability for your AI services! Boom!
**New Account Pool Feature**: Still tearing your hair out over request limits for a single account? 😫 Our freshly baked account pool feature lets you set up a bunch of model accounts, pulling off automatic round-robin and failover. So long, single points of failure! Your AI services will now rock enterprise-grade high availability!
* **Prompt Alchemy**: This might just be the most powerful proxy feature you've ever seen! You can easily **extract, overwrite, or even append** all system prompts flowing through it. This means you can inject a unified soul and set of rules into all connected tools, achieving an unprecedented level of fine-grained control. Mind-blowing!
**Prompt Alchemy**: Seriously, this might just be the most powerful proxy feature you've ever seen! 🤯 You can effortlessly **extract, override, and even append** *every single* system prompt that flows through it. What does that mean for you? You can inject a unified soul and rulebook into all your connected tools, giving you an insane level of granular control like never before.
* **Break Free, Roam Wild**: We've got your back, elegantly bypassing Gemini's free API rate limits and unlocking Kiro's full potential, letting you **use expensive Claude models for free!** This is exactly what we advocate: **using free Claude API with Claude code for a cost-effective and practical programming solution.** No more limits!
**Break Free & Run Wild**: We've got your back, elegantly bypassing those annoying Gemini free API rate limits. Plus, we've cracked Kiro's potential wide open, letting you **use the pricey Claude model for absolutely free**! 🤩 This is precisely our philosophy: **use a free Claude API with Claude code for an economical and super practical development setup.**
* **Client as a Service, Limitless Imagination**: The core philosophy behind "AIClient-2-API" is to unleash closed client capabilities as open APIs. With it, you can freely combine the powers of various tools. As one master put it: "**Using Kiro's code assistant with Cursor's prompts and any top-tier large model in Tare why even bother with Cursor when you've got this?**" Talk about power!
**Client as a Service, Infinite Possibilities**: The core genius behind **AIClient-2-API** is all about busting open those locked-down client capabilities and unleashing them as open APIs. With this bad boy, you're free to mix and match the powers of *any* tool. As one pro perfectly put it: "**If you're using Kilo code assistant with Cursor's prompts and any top-tier large model in Tare, then what's the point of even sticking to Cursor?**"
Forget about all that tedious configuration and switching! "AIClient-2-API" helps you consolidate resources, letting you focus on creation itself. Join now and kickstart your AI superpower journey! Let's go! 🚀
So ditch those tedious configs and endless tool-swapping! **AIClient-2-API** helps you mash up all your resources so you can just focus on *creating*. Jump in now and kickstart your AI superpower journey! 🚀
---
## **AI News Daily Voice Edition**
## **AI News Daily: Voice Edition**
| **Xiaoyuzhou** | **Douyin** |
| --- | --- |
| [Hereafter Pub](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Xiaoyuzhou Pub](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| [The Tavern in the Next Life](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![The Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -4,25 +4,23 @@ type: about
sidebar:
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---
#### 何夕2077 / justlovemaki
#### Hexi 2077 / justlovemaki
> Ten years of coding, fingertips chill,
> Yet a burning passion, waiting to thrill.
> Now smart tech storms, a rumble so grand,
> I vow to seize the skies, with heart and hand.
A decade of code, fingertips gone cold,
Unspoken burdens, stories untold.
Then smart winds roar, a thunderous, new call,
I'm ready to battle, to give my all! 💪
#### 💡 My Code Philosophy
#### My Code Philosophy 💡
> Tech for the people!
Technology serves the people. Plain and simple.
#### My Masterpieces
#### My Cool Projects 🌟
* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* This bad boy? It's an AI image generation script powered by Cloudflare Worker.
* **[Open Source Contribution / CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* CloudFlare-AI-Insight-Daily is a content aggregation and generation platform, all powered by Cloudflare Workers. Every single day, it dishes out the freshest AI developments, from industry news and hot open-source projects to cutting-edge academic papers and juicy social media insights from the big tech players.
* Wanna dive deeper? My [GitHub](https://github.com/justlovemaki) is where you'll find all the juicy project details!
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**: This bad boy is an AI image generation script built using Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**: This awesome platform, powered by Cloudflare Workers, is all about aggregating and generating content. Every single day, it curates the freshest AI happenings, including industry news, trending open-source projects, cutting-edge academic papers, and what tech bigwigs are saying on social media.
* Wanna see more? Peep all the project details on my [GitHub](https://github.com/justlovemaki).
#### 🌱 What I'm Diving Into
#### What I'm Digging Into Right Now 🌱
I'm totally hooked on LLM applications and website SEO, actively diving headfirst into learning and getting my hands dirty with practical applications!
I'm seriously hyped about LLM applications and website SEO, and guess what? I'm diving super deep into learning and hands-on practice!

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exclude: true
---
# Contact Me 👋
# Get In Touch! 👋
Hey there! Got some brilliant ideas, burning questions, or perhaps a collab in mind? I'm all ears! Don't hesitate to reach out to me using the deets below.
Got questions, collaboration ideas, or need support? Just reach out! I'm genuinely stoked to hear your thoughts and suggestions. Connect with me using the details below.
You can totally count on me to hit you back via email super fast. ⚡
I promise to ping you back on emails super quickly. Pinky promise! 😉
---
## **How to Reach Me**
## **Let's Connect**
* **Email 📧:**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **WeChat 💬:**
* **WeChat (Personal):**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect with me" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Let's chat!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends & public holidays)
* (Weekends and public holidays are for chilling! 🏖️)

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@@ -6,18 +6,18 @@ sidebar:
---
# Privacy Policy
*Last Updated: June 1, 2025*
*Last updated: June 1, 2025*
---
This Privacy Policy outlines our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also informs you about your privacy rights and how the law protects you.
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.
We use your personal data to provide and improve our Service. By using the Service, you agree to the collection and use of information in accordance with this Privacy Policy.
We use your personal data to provide and improve the Service. By using the Service, you agree to the collection and use of information in accordance with this Privacy Policy.
## Interpretation and Definitions
### Interpretation
Capitalized words have meanings defined under the following conditions. These definitions will have the same meaning whether they appear in singular or plural.
Words capitalized have meanings defined under the following conditions. The following definitions shall have the same meaning regardless of whether they appear in singular or in plural.
### Definitions
For the purposes of this Privacy Policy:
@@ -26,7 +26,7 @@ For the purposes of this Privacy Policy:
- **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.
- **Company** (referred to as either "the Company", "We", "Us", or "Our" in this Agreement) refers to **hubtoday**.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Cookies** are small files 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.
@@ -38,7 +38,7 @@ For the purposes of this Privacy Policy:
- **Service** refers to the Website.
- **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. 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.
- **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).
@@ -51,7 +51,7 @@ For the purposes of this Privacy Policy:
### Types of Data Collected
#### Personal Data
While 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 using our Service, we may ask you to provide certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but is not limited to:
- Email address
- Usage Data
@@ -59,26 +59,26 @@ While using our Service, We may ask You to provide Us with certain personally id
#### Usage Data
Usage Data is collected automatically when 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 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.
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, the IP address of Your mobile device, Your mobile operating system, the type of mobile Internet browser You use, unique device identifiers, and other diagnostic data.
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, the IP address of your mobile device, your mobile operating system, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
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.
When you visit our Service or access it via a mobile device, we may also collect information that your browser sends.
### 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 use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies used include beacons, tags, and scripts to collect and track information, and to improve and analyze our Service. The technologies we use may include:
- **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 may 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 (for example, recording the popularity of a certain section and verifying system and server integrity).
- **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 may 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 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 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.
We use both Session and Persistent Cookies for the purposes set out below:
- **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 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.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
@@ -88,49 +88,49 @@ We use both Session and Persistent Cookies for the purposes set out below:
- **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 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.
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 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.
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
- **To provide and maintain our Service**, including to monitor 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 the 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 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 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.
We may share Your personal information in the following situations:
We may share your personal information in the following 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 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.
### 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 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 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.
### 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 than those from Your jurisdiction.
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 consent to this Privacy Policy followed by Your submission of such information represents Your agreement to that transfer.
The Company will take all steps reasonably necessary to ensure that Your data is treated securely and in accordance with this Privacy Policy 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 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.
### 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.
Our Service may give You the ability to delete certain information about You from within the Service.
Our Service may give you the ability to delete certain information about You from within the Service.
You may update, amend, or delete Your information at any time by signing in to Your Account, if You have one, and visiting the account settings section that allows You to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
You may update, amend, or delete Your information at any time by signing in to Your Account, if you have one, and visiting the account settings section that allows you to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
Please note, however, that We may need to retain certain information when We have a legal obligation or lawful basis to do so.
@@ -139,12 +139,11 @@ Please note, however, that We may need to retain certain information when We hav
#### 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.
#### 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
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).
#### Other Legal Requirements
The Company may disclose Your Personal Data in the good faith belief that 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
@@ -155,23 +154,23 @@ The Company may disclose Your Personal Data in the good faith belief that such a
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.
## 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 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.
If We need to rely on consent as a legal basis for processing Your information and Your country requires consent from a parent, We may require Your parent's consent before We collect and use that information.
## 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 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.
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
## 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.
We will let You know via email and/or a prominent notice on Our Service, prior to the change becoming effective and update the "Last Updated" date at the top of this Privacy Policy.
We will let You know via email and/or a prominent notice on Our Service, prior to the change becoming effective and update the "Last updated" date at the top of this Privacy Policy.
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.
## Contact Us
If you have any questions about this Privacy Policy, You can contact us:
If you have any questions about this Privacy Policy, you can contact us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

View File

@@ -10,44 +10,44 @@ sidebar:
---
Welcome to **ai.hubtoday** (referred to here 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 essentially saying 'I agree!' to these terms. 😎
Hey there! 👋 Welcome to **ai.hubtoday** (we'll call it 'the Site' or 'us' from now on). Before you dive in, please give these Terms of Service a quick read. Seriously, by using or even just visiting our site, you're agreeing to them!
## 1. Service Overview
**The Site** hooks users up with paid subscription content and member services. This includes cool stuff like blog posts, exclusive resources, ebooks, and community interaction. Just a heads-up, some content is only for our awesome subscribers.
## 1. What We Offer
So, what's **ai.hubtoday** all about? Well, we hook you up with paid subscription content and awesome membership services! Think blog posts, exclusive resources, cool e-books, and engaging community interactions. Just a heads-up: some of our juiciest content is exclusively for our subscribed members. 😉
## 2. User Registration & Accounts
* **Users** need a valid email address and a password to set up an account.
* **Users** are totally responsible for keeping their account secure and for all activities that happen under it. Seriously, **no** transferring or sharing your account that's a big no-no!
* **The Site** has the right to **suspend or terminate** a user's account if they're found breaking these terms.
## 2. Your Account & Registration
* **Users** gotta hook us up with a valid email address and pick a password to get their account registered. Pretty standard stuff.
* **Users** are totally on the hook for their account's security and anything that happens under their login. And hey, absolutely **NO** transferring or sharing your account, got it? That's a big no-no.
* **We** (that's **ai.hubtoday**) totally reserve the right to **suspend or terminate** a user's account if they go rogue and violate these terms. Just sayin'.
## 3. Paid Subscription Services
* **Subscription services** are billed monthly or annually, with costs clearly laid out on the checkout page.
* **All payments** go through awesome third-party payment platforms (like Stripe, PayPal). Don't worry, **the Site** doesn't store your payment info. Phew!
* **Subscriptions** will **auto-renew** unless you cancel before your current billing cycle ends. So, keep an eye on that!
* **14-Day Refund Policy**: If **first-time subscribers** aren't thrilled with our service, they can snag 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 not happy. Each user gets one shot at this refund. After 14 days, or for any non-first-time subscriptions, **no refunds** will be issued unless the law absolutely demands it. Tough love, but fair!
## 3. Paid Subscriptions
* **Subscription services**? They're billed either monthly or annually, and don't sweat it, all the fees are super clear on the checkout page. No hidden surprises! 💸
* **All payments** go through awesome third-party platforms like Stripe or PayPal. This means **we** don't store any of your sensitive payment info, keeping things extra secure! 🔒
* **Subscriptions** will **automatically renew** just a heads-up! So, if you don't want to keep the good times rolling, make sure to cancel before your current billing cycle wraps up.
* Okay, let's talk about our awesome **14-day refund policy**! 🥳 If you're a first-time subscriber and you're just not feeling it within 14 days of your purchase, no worries you can snag a full refund. Just hit us up at the contact email listed at the end of these terms and tell us why you're bouncing. Heads up: each user only gets one shot at this refund. And sadly, if it's past 14 days or you're not a first-timer, we generally can't offer refunds, unless the law specifically says otherwise. So, make sure you love it! ❤️
## 4. Content Usage & Intellectual Property
* **All original content** is **copyrighted by the Site (hubtoday)**. Please, no unauthorized copying, reprinting, or using it for commercial purposes. That's just not cool.
* **Users** only get a **non-exclusive, non-transferable access right** for personal learning and reading. Think of it as your personal VIP pass!
* If **you** need content for commercial use or extensive citations, hit up **the Site** to get proper authorization.
## 4. Content Use & IP Rights
* **All original content**? That's right, it's all **copyrighted by us (hubtoday)**! So, no copying, reprinting, or using it for commercial stuff without getting our permission first. Play nice! 😉
* **Users** only get a **non-exclusive, non-transferable access right** to our content, strictly for personal learning and reading. Keep it to yourself, alright?
* **For commercial use or if you want to quote a lot** from our stuff, please, please, please reach out to **us** first to get authorization. We're usually pretty cool, just ask! 🤝
## 5. User Conduct Guidelines
* **It's a big no-no** to upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Let's keep things friendly!
* **Also strictly forbidden** is using technical tricks to bulk download, scrape, or crack member-only content. Seriously, don't even try.
* **The Site** reserves the right to remove inappropriate content and **ban rule-breaking users**. Consider yourself warned! 🚫
* **It's strictly forbidden** to upload, post, or spread any content that's illegal, harassing, false, offensive, or steps on anyone else's rights. Let's keep the vibe positive, folks! ✨
* **It's also a big no-no** to try and bulk download, scrape, or crack our member-exclusive content using any tech trickery. Seriously, don't do it. 🙅‍♀️
* **We** (that's **ai.hubtoday**) absolutely have the right to zap any inappropriate content and even **ban users** who don't play by the rules. Consider yourself warned! 🚨
## 6. Service Changes & Interruptions
* **We** (that's **the Site**) totally reserve the right to change, suspend, or terminate any or all of our services at any time, without prior notice. Just so you know!
* If **content temporarily becomes unavailable** due to unforeseen circumstances like force majeure, server glitches, or third-party service interruptions, **the Site** won't be on the hook for any compensation. Bummer, but true.
* **We** reserve the right to shake things up, pause, or even stop parts or all of our services at any time, without giving you a heads-up. That's just how the tech world rolls sometimes! 🤷‍♂️
* **We** here at **ai.hubtoday** won't be on the hook for any compensation if our content is temporarily chilling offline due to stuff like acts of nature, server hiccups, or if a third-party service flakes out. It happens! 🚧
## 7. Disclaimer
* **The information provided by the Site** is purely for reference. It's **not** professional advice of any kind (like financial, legal, medical, etc.). Always consult a pro for that stuff!
* **The Site** will **not be responsible** for any direct or indirect losses users might face from using our content or services. Just keeping it real.
* **The info we dish out** here at **ai.hubtoday** is purely for reference. Seriously, it **doesn't count** as any kind of professional advice like financial, legal, or medical. Always consult the pros for that! 🧑‍⚕️⚖️💰
* **We** at **ai.hubtoday** are **not responsible** for any direct or indirect losses you might rack up from using our content or services. Just keeping it real!
## 8. Governing Law
* **These Terms of Service** are governed by and interpreted in accordance with the laws of California, USA, without regard to its conflict of law principles.
* **For any disputes** arising out of or related to these terms, both parties agree to try and sort things out amicably first. If that doesn't work, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California. Let the legal eagles fly!
* **These Terms of Service**? They're totally governed by and interpreted under the laws of California, USA 🇺🇸, without even glancing at those tricky conflict of law principles. So, California rules!
* **Any disputes popping up from or related to these terms**? We're all about friendly chats first to sort things out. But if we can't hug it out, you're agreeing to take it to the courts in Santa Clara County, California. Let the legal eagles fly! 🦅
## 9. Contact Us
* If **you** have any questions about these terms, feel free to get in touch with **us** using the deets below:
## 9. Get In Touch
* **Got any questions about these terms**? Don't be shy! Just hit us up using the info below: 👇
* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)