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---
linkTitle: 11-18-Daily
title: 11-18-Daily AI News Daily
weight: 14
breadcrumbs: false
comments: true
description: Alibaba's Tongyi Qianwen has hit a major milestone, welcoming ten million
users! This is just the beginning of a grand narrative. The official team hinted
in.
---
## AI News Daily 2025/11/18
> `AI News` | `Daily Briefing` | `Aggregated Web Data` | `Frontier Science Exploration` | `Industry Voices` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
```
Google NotebookLM now boasts a new image import feature that automatically recognizes and parses handwritten formulas in images.
In frontier research, AI scientist Kosmos debuted, completing about six months of human workload in a single run.
Industry-wise, Meta executives addressed AI investment bubble concerns, stating their $72 billion annual expenditure is well under control.
Andrej Karpathy, on the other hand, posits AI as Software 2.0, highlighting verifiability as the key to its automation capabilities.
In the open-source community, JetBrains has launched DPAI Arena, a competitive platform for AI coding agents.
```
### Product and Feature Updates
1. Alibaba's Tongyi Qianwen has hit a major milestone, welcoming ten million users! This is just the beginning of a grand narrative. The official team hinted in [this announcement](https://x.com/Alibaba_Qwen/status/1990322403994657091) that a broader era of intelligence is on the horizon. This isn't just a numerical victory; it's the dawn of a new paradigm for universal creation. Get ready! ✨
<br/>![AI News: Tongyi Qianwen Users Exceed 10 Million](https://source.hubtoday.app/images/2025/11/news_01ka938hjwesqvvvmcyv6xyege.avif)
2. Google's Veo 3.1 model is now acting like a creative chef! You just need to provide three reference images people, scenery, and style and it'll whip up a stunning 8-second, 1080p video for you. According to [this report (AI News)](https://www.aibase.com/zh/news/22852), this "video ingredients" feature is now available to Gemini Pro/Ultra users, making video creation as simple as ordering from a menu. The character consistency and lighting coherence are absolutely seamless it's pure magic! 🎬
<br/>![AI News: Gemini Veo 3.1's Multi-Image Reference Feature](https://source.hubtoday.app/images/2025/11/news_01ka938ngzf6z87zmc8h15x32z.avif)<br/></video>
3. Google NotebookLM's new image import feature lets you turn your casual snaps of classroom whiteboards or textbooks into a searchable personal knowledge base! The system automatically recognizes and parses handwritten formulas and tables in images, allowing you to ask questions naturally. You can find more details in [this news](https://www.aibase.com/zh/news/22850). Google even plans to integrate AR glasses in the future, aiming for the ultimate "what you see is what you ask" learning experience. Super helpful! 🧠
<br/>![AI News: NotebookLM's Image Recognition and Retrieval](https://source.hubtoday.app/images/2025/11/news_01ka938rqxesvt8q9e79rdafn3.avif)<br/></video>
4. YouTube seems to be quietly rolling out its own AI assistant, a delightful surprise function users stumbled upon! As [this share](https://x.com/shao__meng/status/1990311800915820586) demonstrates, the built-in "Ask" feature and AI video summaries let you quickly grasp key content before watching and ask questions anytime. This completely transforms video consumption, turning one-way viewing into an interactive knowledge exploration journey. Game on! 🎮
<br/>![AI News: YouTube's Built-in AI Q&A Feature](https://source.hubtoday.app/images/2025/11/news_01ka938ypmfxc9znewvwe5bbj8.avif)
5. Google, with its brand-new **File Search** API, seems to have given complex RAG engineering a "reprieve" or maybe even a death sentence! As [this blogger](https://x.com/frxiaobei/status/1990091775382602021) sharply pointed out, developers no longer need to fuss over chunking, embedding, and vector retrieval. Now, you can just dump files into a "store" and ask questions. Google has irreversibly compressed the entire RAG tech stack's complexity into the platform's underlying layers. Talk about a game-changer! ✨
### Frontier Research
1. Kosmos, the tireless new colleague, has arrived in the scientific community! This AI scientist can accomplish approximately six months of human workload in just a single run. Utilizing an innovative **structured world model**, it integrates papers, runs code, and proposes hypotheses within incredibly long contexts of over **ten million tokens**, already leading to multiple original scientific discoveries. To dive into this research paradigm-shifter, check out [this in-depth report (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/kosmos-ai-6) or go straight to [its technical paper](https://arxiv.org/pdf/2511.02824). Mind-blowing! 🤯
<br/>![AI News: Kosmos's Structured World Model Diagram](https://source.hubtoday.app/images/2025/11/news_01ka939bane3r9sanfm0a1748s.avif)
2. Transformer Copilot presents a fascinating idea: imagine an AI model learning with a "copilot" sitting right next to it, specifically tasked with correcting its mistakes! Researchers designed this "Copilot" model to learn from the "error logs" generated by the main model (Pilot) during fine-tuning, correcting its inference results in real-time. This novel "master-apprentice" framework teaches AI to reflect and improve, significantly boosting its performance across multiple benchmarks. Pretty neat, right? ✨
3. AI voice systems: Can they really pick up on human social cues? An [an interesting paper](https://arxiv.org/abs/2511.10693) discovered that when asked to speak "politely and formally," top-tier AI voice systems unconsciously slow down their speech, perfectly mimicking human behavior. This shows that AI isn't just learning language; it's subtly absorbing our complex social and cultural nuances. It's quietly transforming from a mere tool into a "social actor" that truly understands the room. How wild is that? 🗣️
### Industry Outlook & Social Impact
1. Meta executives are staying cool amidst worries about an AI investment bubble. They calmly stated that while a $72 billion annual expenditure sounds wild, everything is totally under control. They believe this massive investment isn't some crazy gamble but a strategic play for the future, already showing real returns through their advertising and recommendation systems. As [this report](https://www.aibase.com/zh/news/22835) from Goldman Sachs points out, compared to historical tech waves, our current investment is nowhere near "out of control." 😎
2. Privacy: Are we trading it for AI's convenience? A community discussion revealed a harsh truth: most people are willing to sacrifice data sovereignty for convenience. The core of [this debate](https://newshacker.me/story?id=45947434) revolves around the power abuse of centralized AI and the challenges of auditing it. While **local models** offer a glimmer of hope, hardware limitations and platform ecosystem barriers mean the path to privacy protection is still a long and winding one. Something to chew on, right? 🤔
3. Andrej Karpathy made a brilliant analogy: AI isn't electricity; it's **Software 2.0**, and its automation superpower lies in **verifiability**. As [this excellent summary (AI News)](https://x.com/shao__meng/status/1990216296311779512) explains, tasks whose results can be quickly and objectively evaluated (like programming and math) will be automated first. Meanwhile, domains involving creativity, strategy, and other hard-to-quantify areas will remain human intellectual strongholds for the foreseeable future. Food for thought! 🧠
<br/>![AI News: Andrej Karpathy's Elaboration on Software 2.0](https://source.hubtoday.app/images/2025/11/news_01ka939gcnejwv8h7cedqh34v3.avif)
4. A clever video, crafted with AI tools, vividly illustrates how our brains gradually fall into addiction. As [Xiaohu's share (AI News)](https://x.com/imxiaohu/status/1990263188030693466) points out, this video echoes a study showing that short-video platforms are profoundly altering our brain structures and cognitive abilities. It's not just a showcase of AI's creative prowess; it's a deep reflection on our digital lifestyle. Kinda makes you think, doesn't it? 🤔
<br/><video src="https://video.twimg.com/amplify_video/1990262509593600000/vid/avc1/720x1280/AWZ4_ROviiSwaTCj.mp4" controls="controls" width="100%"></video>
### Open Source TOP Projects
1. The `cursor-free-vip` project is your savior when you hit that dreaded "trial limit reached" message in Cursor! This tool, which has already snagged a whopping ⭐42.2k stars on [GitHub (AI News)](https://github.com/yeongpin/cursor-free-vip), automatically resets your machine ID, letting you easily bypass restrictions. It's like an unlimited refill key, unlocking the door to Pro features for you. Score! 🚀
2. The `WSABuilds` project makes it a breeze to run Android apps natively and smoothly on Windows! It provides integrated WSA packages with Google Play Store and Root permissions pre-installed, earning it a stellar ⭐13.3k stars on [GitHub (AI News)](https://github.com/MustardChef/WSABuilds). Say goodbye to tedious configuration and hello to a one-click journey into the Android ecosystem on your PC. Super cool! 🔥
3. JetBrains' **DPAI Arena** is an open benchmarking platform designed to answer a crucial question: What's the real skill level of AI coding assistants? It's basically a "gladiatorial arena" for AI coding agents! This ambitious project aims to measure AI productivity in real-world workflows and plans to eventually hand over management to the Linux Foundation to ensure fairness and neutrality. You can [check it out here (AI News)](https://www.aibase.com/zh/news/22857) for more deets. Pretty exciting stuff! 🤩
<br/>![AI News: JetBrains' DPAI Arena Platform](https://source.hubtoday.app/images/2025/11/news_01ka939ngve2dt7effhehbxhn1.avif)
### Social Media Shares
1. The AI tool protocol **MCP**: Is it the future, or just an over-engineered "new term"? A fierce debate is raging in the [developer community](https://newshacker.me/story?id=45947444). One side argues that existing models' **function call** capabilities are already robust enough, making a new protocol unnecessary. The other firmly believes MCP holds irreplaceable value in scenarios like unified authentication, tool discovery, and remote access. The battle rages on! Who do you got? 🥊
2. An article claiming "only three types of AI products can succeed" has sparked a massive debate and pushback in the [developer community](https://newshacker.me/story?id=45946498). Many folks pointed out that this classification totally overlooks tons of commercially successful non-chat AI applications like Grammarly and DeepL. They stressed that AI's true value lies in boosting efficiency, not in some unrealistic fantasy of full automation. This discussion is a good reminder to watch out for "survivor bias" that can pop up from limited community perspectives. Food for thought! 🤔
3. Shao Meng offers some savvy advice for when your timeline suddenly gets spammed with the same new product, "Muset": This usually screams "concentrated PR campaign!" His seasoned tip? Just tag it, let the dust settle for a bit. If the hype's still real a week later, then dive in. This move is a smart way to filter out all that marketing foam. Good call! 💡
4. Yangyi dropped a "human-flavor disguise" trilogy in [a tweet (AI News)](https://x.xom/Yangyixxxx/status/1990369653164855553) for making AI-generated text sound more "authentic": Ditch the dashes, swap quotes for "「」", and throw in a deliberate typo or two. This darkly humorous guide has us spotting a whole new batch of "human-AI collaborations" masterpieces all over social media. LOL! 😂
5. Kosmos's power is truly mind-blowing: Imagine an AI that can integrate thousands of papers and autonomously perform complex reasoning for months, just like a human scientist! As [this share (AI News)](https://x.xom/imxiaohu/status/1990227570483482855) reveals, its core is a **structured world model**, enabling it to maintain logical coherence across tens of millions of tokens. This isn't just about enhanced model memory; it's a fundamental revolution in scientific research. Get ready for a paradigm shift! 🚀
<br/>![AI News: Kosmos's Research Capability Demonstration](https://source.hubtoday.app/images/2025/11/news_01ka939tgyfh583p5shpkk26jk.avif)
6. Baoyu shared a simple yet super effective trick in [this post (AI News)](https://x.com/dotey/status/1990222792457924722) for those racking their brains over perfect prompts: Instead of making AI play a complex role, just tell it to "explain this paper to a high school student." This small shift often gets AI to churn out the most straightforward and on-point answers. Genius! ✨
<br/>![AI News: Tips for Optimizing AI Prompts](https://source.hubtoday.app/images/2025/11/news_01ka939zzqey8vq7rxzhmmcta1.avif)
7. Gemini Vision has turned processing those tricky, blurry invoice photos from a nightmare into a piece of cake! A developer shared his automation workflow on [Reddit (AI News)](https://www.reddit.com/r/artificial/comments/1oyqdxy/gemini_vision_n8n_for_realworld_invoice/), demonstrating that Gemini Vision can accurately extract structured data even from super low-quality images. This perfectly showcases how modern vision models are tackling gnarly real-world problems. So cool! 🔥
---
## **AI News Daily Audio Edition**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Laisheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Xiaojiuguan](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

View File

@@ -2,55 +2,95 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-11/2025-11-16
next: /en/2025-11/2025-11-17
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/11/17
## AI Daily Briefing 2025/11/18
> AI News | Daily Brief | Web Data Aggregation | Frontier Science | Industry Insights | Open-Source Power | AI & Humanity's Future | [Visit the Web Version](https://ai.hubtoday.app/) | [Join the Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
> `AI News` | `Daily Morning Read` | `Web Data Aggregation` | `Cutting-Edge Science Exploration` | `Industry Voice` | `Open Source Innovation` | `AI & Humanity's Future` | [Visit Web Version↗️](https://ai.hubtoday.app/) | [Join Group Chat🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Headlines**
### **Today's Digest**
```
Taotian Group dropped the DeepPHY benchmark, showing that even top-tier VLMs kinda suck at physics games.
Meanwhile, buzz about Apple CEO Tim Cook potentially stepping down next year has everyone speculating about the company's direction.
Engineers? Their gig is evolving from just coding to orchestrating entire AI agent dev teams.
And get this: an AI app that lets you chat with digital versions of deceased loved ones is stirring up some serious ethical drama.
Forget basic automation; the real AI shake-up, some argue, will happen when it merges with quantum computing.
Google NotebookLM now features image import, automatically recognizing and parsing handwritten formulas from pictures.
In cutting-edge research, AI scientist Kosmos has debuted, capable of completing approximately 6 months of human work in a single run.
Industry-wise, Meta executives address AI investment bubble concerns, stating that their $72 billion annual expenditure is well under control.
Meanwhile, Andrej Karpathy proposes AI as Software 2.0, with verifiability being key to its automation.
Within the open-source community, JetBrains has launched DPAI Arena, an arena for AI coding agents.
```
### Product & Feature Updates
1. Alibaba's **Tongyi Qianwen** has hit a massive milestone with over ten million users, but folks, this is just the beginning of a grander story. The official word in [this announcement](https://x.com/Alibaba_Qwen/status/1990322403994657091) hints that a much broader era of intelligence is on the horizon. This isn't just about big numbers; it's the kickoff for a new paradigm of universal creation. ✨
<br/>![AI News: Tongyi Qianwen Users Exceed 10 Million](https://source.hubtoday.app/images/2025/11/news_01ka938hjwesqvvvmcyv6xyege.avif)
2. Google's **Veo 3.1 model** is acting like a super creative chef these days! 👨‍🍳 You just toss in three reference images—think character, scene, and style—and boom, it whips up a stunning 8-second 1080p video for you. According to [this report (AI News)](https://www.aibase.com/zh/news/22852), this "video ingredients" feature is now live for Gemini Pro/Ultra users, making video creation as easy as ordering off a menu. Character consistency and lighting coherence are absolutely seamless. Pure magic, I tell ya! ✨
<br/>![AI News: Gemini Veo 3.1's Multi-Image Reference Feature](https://source.hubtoday.app/images/2025/11/news_01ka938ngzf6z87zmc8h15x32z.avif)<br/></video>
3. Google's **NotebookLM** just got a game-changing image import feature that turns your impromptu classroom notes or textbook photos into a searchable personal knowledge base! 🤯 The system automatically recognizes and parses handwritten formulas and tables from images, letting you fire off questions using natural language. Check out the deets in [this news](https://www.aibase.com/zh/news/22850). Google even has plans to integrate AR glasses down the line, totally nailing that "what you see is what you ask" ultimate learning experience. How cool is that?
<br/>![AI News: NotebookLM's Image Recognition and Retrieval](https://source.hubtoday.app/images/2025/11/news_01ka938rqxesvt8q9e79rdafn3.avif)<br/></video>
4. **YouTube** seems to be quietly rolling out its own AI assistant—a super cool surprise feature users just stumbled upon! ✨ As [this sharing](https://x.com/shao__meng/status/1990311800915820586) shows, the built-in "Ask" function and AI video summaries let you quickly grasp the core content before watching and ask questions anytime. This is a total game-changer for video consumption, transforming one-way viewing into an interactive, two-way journey of knowledge discovery.
<br/>![AI News: YouTube's Built-in AI Q&A Feature](https://source.hubtoday.app/images/2025/11/news_01ka938ypmfxc9znewvwe5bbj8.avif)
5. Google's brand-spanking-new **File Search API** might just be handing out a "stay of execution" to complex RAG engineering. 💀 As [this blogger](https://x.com/frxiaobei/status/1990091775382602021) sharply points out, developers can finally ditch the tedious processes of chunking, embedding, and vector retrieval. Now, you just dump your files into a "store" and ask away! Google has irreversibly compressed the entire RAG tech stack's complexity right down to the platform's core. Boom!
### Cutting-Edge Research
1. **Taotian Group's DeepPHY benchmark** just dropped a bombshell, showing even the top-tier Vision-Language Models (VLMs) are pretty terrible at physics games! Think *Angry Birds* and five other similar challenges where their performance was worse than random guessing. This glaring gap between AI 'understanding' physics and 'doing' physics is a huge deal 🔥. The study, [published on the WeChat Official Account (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247843798&idx=3&sn=46290e0d81778fa3bedd9f4de4b708e1), reveals that even GPT-4o can't translate descriptive knowledge into precise interactive control a critical roadblock for embodied AI right now. If you're into this, you can dive deeper by [reading its academic paper - (AI News)](https://arxiv.org/abs/2508.05405) or just [check out the open-source code - (AI News)](https://github.com/XinrunXu/DeepPHY) to experience this ultimate test of physical intelligence yourself! ✨<br/>![AI News: Success Rate of Various VLMs on DeepPHY](https://source.hubtoday.app/images/2025/11/news_01ka6g39hef668m85y982sjw5c.avif)<br/>![AI News: Six Physics Games in DeepPHY](https://source.hubtoday.app/images/2025/11/news_01ka6g3g8xfnmr4cmg81pgv7r1.avif)
1. Science just welcomed an tireless new colleague: **Kosmos**, an AI scientist that can bust out about six months of human scientist-level work in a single run! 🚀 This bad boy integrates papers, runs code, and cooks up hypotheses within super long contexts of over **ten million tokens**, all thanks to its innovative **structured world model**. It's even made several original scientific discoveries already. If you wanna dive deep into this research paradigm-shifter, check out [this in-depth report (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/kosmos-ai-6) or hit up [its technical paper](https://arxiv.org/pdf/2511.02824) directly.
<br/>![AI News: Kosmos's Structured World Model Diagram](https://source.hubtoday.app/images/2025/11/news_01ka939bane3r9sanfm0a1748s.avif)
2. Imagine an AI model learning with a "co-pilot" right beside it, specifically tasked with fixing its screw-ups that's the wild concept behind **Transformer Copilot**! 💡 Researchers cooked up a "Copilot" model that learns from the "error logs" generated by the main "Pilot" model during fine-tuning, correcting its inference results in real-time. This novel "master-apprentice" framework teaches AI to reflect and improve, seriously boosting its performance across multiple benchmarks. Pretty clever, huh?
3. Can **AI speech systems** really pick up on human social cues? An [interesting paper](https://arxiv.org/abs/2511.10693) found that when top-tier AI voice systems are asked to speak "politely and formally," they unconsciously slow down their pace, perfectly mimicking human behavior. 🤯 This suggests AI isn't just learning language; it's subtly absorbing our complex socio-cultural nuances. It's stealthily morphing from a mere tool into a "social actor" that knows how to read the room. Wild!
### Industry Outlook & Social Impact
1. **Apple CEO Tim Cook's** rumored departure as early as next year has set the tech world ablaze, sparking a deep debate about Apple's very soul. Everyone pretty much agrees Cook is a legendary operations guru, but he's also often dinged for lacking Jobs-level product vision, leading to stagnant software experiences like **Siri**, as [this in-depth analysis (AI News)](https://newshacker.me/story?id=45940681) points out. Hardware engineering chief **John Ternus** is seen as a front-runner to take the reins, which might signal Apple will stick to its steady, operations-first approach rather than launching a disruptive innovation revolution. Just sayin'! 🍎
1. **Meta executives** are pretty chill about concerns over an AI investment bubble, stating that while $72 billion in annual spending sounds insane, they've got everything under control. 😎 They're seeing this massive investment not as some crazy gamble, but as a strategic play for the future, already delivering real returns through advertising and recommendation systems. As [this report](https://www.aibase.com/zh/news/22835) cites from Goldman Sachs data, compared to historical tech waves, our current investment is nowhere near "out of control" territory. So, calm down folks!
2. **Software engineers** are in for an epic evolution, transforming from mere coders to conductors, and then to orchestrators, set to manage an entire army of AI agents! As [this excellent article by Addy Osmani (AI News)](https://addyo.substack.com/p/conductors-to-orchestrators-the-future) lays out, our core value will shift towards strategic design and quality control, offloading tedious coding tasks to AI in parallel. While this [future workflow - (AI News)](https://x.com/shao__meng/status/1990038442508787815) sounds super tempting, it also throws down new gauntlets for our task decomposition and coordination skills. Get ready! 🛠️<br/>![AI News: Evolution of Engineer Role from Coding to Orchestration](https://source.hubtoday.app/images/2025/11/news_01ka6g3sz3f53vgkqkq3qeg08w.avif)
2. Are we trading our **privacy for AI's sweet convenience**? A community discussion just ripped open a harsh truth: most folks are totally willing to sacrifice data sovereignty for ease of use. 😬 The core of [this debate](https://newshacker.me/story?id=45947434) boils down to the power abuse of centralized AI and the nightmare of auditing it. Sure, **local models** offer a glimmer of hope, but with hardware limitations and platform ecosystem walls, the road to privacy protection is still long and bumpy. Ugh.
3. Talk about real-life *Black Mirror*! An **AI app called 2wai**, developed by a former Disney star, allows users to chat with digital versions of deceased loved ones, sparking a massive ethical uproar. Pitched as building 'human living archives,' the app has seriously spooked the public, raising deep concerns about digital immortality, data privacy, and emotional manipulation. As [this heated Reddit discussion post shows (AI News)](https://www.reddit.com/r/artificial/comments/1oy9sh1/former_disney_star_sparks_controversy_for_his_ai/), this tech is forcing us to confront a heavy question: just where *are* the boundaries of technology? 🤯
3. **Andrej Karpathy** just dropped a brilliant analogy: AI isn't electricity, it's **Software 2.0**, and the real secret sauce for its automation powers is **verifiability**! ✨ As [this excellent summary (AI News)](https://x.com/shao__meng/status/1990216296311779512) lays out, tasks where results can be quickly and objectively evaluated (think coding, math) will be automated first. But for creative, strategic stuff that's tougher to quantify and verify? That's still human turf for the foreseeable future. Phew!
<br/>![AI News: Andrej Karpathy's Elaboration on Software 2.0](https://source.hubtoday.app/images/2025/11/news_01ka939gcnejwv8h7cedqh34v3.avif)
4. Is the current AI craze a 'bubble' or a 'revolution'? A [thought-provoking view (AI News)](https://www.reddit.com/r/artificial/comments/1oy0up7/are_we_misreading_the_ai_bubble_or_are_we/) argues that many are mixing up linear **AI automation** with non-linear, exponential **AI intelligence**—and the latter is the real game-changer. The article predicts that **AI's true disruption** will come from its fusion with **quantum computing**, giving us the super-ability to simulate entire physical worlds. So for investors, it's not about whether AI is overvalued; it's about whether they're ready for a new, intelligence-driven economic era. [Learn more (AI News)](https://www.reddit.com/r/artificial/comments/1oy0up7/are_we_misreading_the_ai_bubble_or_are_we/) here! 💥
4. An exquisite **video, crafted with AI tools**, vividly shows how our brains slowly, surely fall into addiction. 😮 As [Xiaohu's sharing (AI News)](https://x.com/imxiaohu/status/1990263188030693466) points out, this video echoes a study revealing that short-video platforms are profoundly altering our brain structure and cognitive abilities. This isn't just a showcase of AI's creative prowess; it's a deep reflection on our digital lifestyles. Seriously makes you think, doesn't it?
<br/><video src="https://video.twimg.com/amplify_video/1990262509593600000/vid/avc1/720x1280/AWZ4_ROviiSwaTCj.mp4" controls="controls" width="100%"></video>
5. The **Vercel team** just dropped some golden insights on building internal AI agents, stressing that agents aren't magic bullets but rather "surgical tools" for specific problems. They found AI really shines with "low-hanging fruit"—those highly repetitive, low-cognitive-load tasks—and that designing **human oversight loops** is critical for safety and quality. Through [this detailed blog post (AI News)](https://vercel.com/blog/what-we-learned-building-agents-at-vercel), Vercel showcases concrete examples of how they pragmatically apply AI to business processes for massive efficiency gains. You can [read more here (AI News)](https://x.com/shao__meng/status/1989711804113825915)! 💡<br/>![AI News: Vercel's Experience Building Agents](https://source.hubtoday.app/images/2025/11/news_01ka6g47twe419580pcjbcbx2f.avif)
### Top Open Source Projects
### Social Media Buzz
1. Ever felt a pang of despair when Cursor hit you with that "trial limit reached" message? Well, the `cursor-free-vip` project is here to save your day! 💪 This tool, which has already snagged over ⭐42.2k stars on [GitHub (AI News)](https://github.com/yeongpin/cursor-free-vip), automatically resets your machine ID, letting you breeze past those restrictions. It's like having an unlimited refill key, unlocking the Pro features for you. You're welcome!
1. A simple yet profound discovery is shaking up the community: the **tone of voice** you use when talking to AI directly dictates the quality and depth of its answers! [This interesting experiment on Reddit (AI News)](https://www.reddit.com/r/artificial/comments/1oya0k4/the_influence_of_prompt_tone_on_ai_output_latent/) shows that using a respectful, cooperative tone prompts the model to deliver more detailed, insightful responses, while rude commands just get you shrug-worthy replies. Maybe politeness isn't just a virtue, but the key to unlocking deeper capabilities within AI's **latent space**? Get all the [details here (AI News)](https://www.reddit.com/r/artificial/comments/1oya0k4/the_influence_of_prompt_tone_on_ai_output_latent/)! 🤯
2. Wanna run Android apps natively and smoothly on Windows? The `WSABuilds` project makes it a total cinch! 😎 It offers integrated WSA packages pre-loaded with Google Play Store and Root access, and it's super popular, racking up ⭐13.3k stars on [GitHub (AI News)](https://github.com/MustardChef/WSABuilds). Say goodbye to fiddly configuration processes; just one click and you're off on an Android ecosystem adventure right on your PC. Let's go!
2. A **boss on social media** just dropped a soul-crushing lament that hits home for countless tech managers. The absolute worst? Giving your team top-tier AI coding tools like **Claude Code** and **Cursor**, only to find them gathering dust, unused and unloved. [This short but thought-provoking post (AI News)](https://x.com/oran_ge/status/1989846842784583974) perfectly captures that massive chasm between advanced tools and team adoption. Seriously, [check this out (AI News)](https://x.com/oran_ge/status/1989846842784583974) it's a real head-scratcher! 🤷‍♂️
3. So, how good are AI coding assistants *really*? JetBrains' **DPAI Arena** is stepping up to answer that question! This open benchmarking platform is basically a "gladiator arena" for AI coding agents. ⚔️ This ambitious project aims to measure AI productivity in real-world workflows and is eventually set to be handed over to the Linux Foundation for fair and neutral management. You can [view details here (AI News)](https://www.aibase.com/zh/news/22857). This is gonna be epic!
<br/>![AI News: JetBrains' DPAI Arena Platform](https://source.hubtoday.app/images/2025/11/news_01ka939ngve2dt7effhehbxhn1.avif)
3. **AI guru Ethan Mollick** just spilled the tea, handing ChatGPT users a universal fix for almost all their problems! He sharply points out that a whopping **95%** of user issues can be solved by simply enabling 'Extended Thinking.' [This wise tweet (AI News)](https://x.com/emollick/status/1989738355199017249) reminds us: instead of expecting AI to nail it in one go, guide it through structured, step-by-step thinking. That's the real secret sauce to unleashing its full potential! Find the [original here (AI News)](https://x.com/emollick/status/1989738355199017249)! ✨
### Social Media Shares
1. Is the **AI tool protocol MCP** the next big thing, or just an over-engineered buzzword? 🤔 In a heated debate within the [developer community](https://newshacker.me/story?id=45947444), one side argues that current models' **function calling** capabilities are already powerful enough, so no need to reinvent the wheel. The other camp firmly believes MCP offers irreplaceable value in unified authentication, tool discovery, and remote access scenarios. The battle rages on!
2. An article boldly claiming "**only three types of AI products can actually succeed**" sparked a massive debate and pushback in the [developer community](https://newshacker.me/story?id=45946498). Many folks pointed out that this classification totally overlooks tons of commercially successful non-chat AI apps like Grammarly and DeepL. They stressed that AI's true value lies in boosting efficiency, not in some unrealistic full-automation fantasy. This discussion is a crucial reminder to watch out for "survivor bias" stemming from limited community perspectives. Food for thought! 🧠
3. What does it mean when your timeline suddenly explodes with a single new product called "Muset"? 🤔 **Shao Meng** dropped some seasoned advice in [this post](https://x.com/shao__meng/status/1990371057631678604): it's usually a sign of a concentrated PR push. Best bet? Just bookmark it, and let the dust settle. If the buzz is still there a week later, then dive in for a deeper look. This little trick is super effective at filtering out all that marketing fluff. Smart move!
4. Wanna make **AI-generated text** sound more... *human*? 😂 Yangyi spilled the beans in [a tweet (AI News)](https://x.com/Yangyixxxx/status/1990369653164855553), sharing a three-step "human touch disguise" playbook: ditch the em-dashes, swap out regular quotes for `「」`, and then, get this, deliberately toss in a few typos! This darkly humorous guide just helped us uncover a whole new batch of "human-AI collaborated" masterpieces floating around on social media. Brilliant!
5. Imagine an AI that can integrate thousands of papers and independently perform complex reasoning for *months* on end, just like a human scientist that's the sheer power of **Kosmos**! 🤯 As [this sharing (AI News)](https://x.com/imxiaohu/status/1990227570483482855) reveals, its core is a **structured world model**, enabling it to maintain logical coherence at the scale of tens of millions of tokens. This isn't just about beefed-up model memory; it's a fundamental game-changer for how research gets done! Mind-blowing stuff!
<br/>![AI News: Kosmos's Research Capabilities Showcase](https://source.hubtoday.app/images/2025/11/news_01ka939tgyfh583p5shpkk26jk.avif)
6. Still racking your brain trying to write the perfect AI prompt? 🤯 **Baoyu** dropped a simple yet super effective trick in [this post (AI News)](https://x.com/dotey/status/1990222792457924722): instead of getting AI to play a complex role, just tell it to "explain this paper to a high school student." This tiny shift often gets AI to spit out the most understandable, straight-to-the-point answers. Seriously, give it a try!
<br/>![AI News: Tips for Optimizing AI Prompts](https://source.hubtoday.app/images/2025/11/news_01ka939zzqey8vq7rxzhmmcta1.avif)
7. Dealing with awkwardly angled, blurry invoice photos used to be a total nightmare, but now **Gemini Vision** makes it a piece of cake! 🍰 A developer on [Reddit (AI News)](https://www.reddit.com/r/artificial/comments/1oyqdxy/gemini_vision_n8n_for_realworld_invoice/) shared his automation workflow, showing how Gemini Vision can accurately extract structured data even from super low-quality images. This perfectly showcases how modern vision models are tackling those tricky real-world problems. So cool!
---
## **AI News Daily Voice Edition**
## **AI Daily Briefing Audio Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Reborn Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Little Bar](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| [Reincarnation Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Reincarnation Tavern Cover](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -4,20 +4,22 @@ type: about
sidebar:
exclude: true
---
#### 🧑‍💻 Hexi 2077 / justlovemaki
#### Hexi 2077 / justlovemaki 👋
> For ten years, my fingers have tapped away at code, keeping my true ambitions locked inside. But now, with the AI revolution storming ahead, I'm ready to dive in and make my mark! ⚡️
> For a decade, code has been at my fingertips, but a feeling of unfulfilled ambition lingered. Now, as the AI revolution thunders, I'm ready to dive in and make my mark! ⚡️
#### 💡 My Code Philosophy
#### My Coding Philosophy 💡
> Technology serves the people.
> Technology: For the People! 🌟
#### 🌟 Featured Projects
#### My Featured Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**: An AI image generation script, powered by Cloudflare Worker.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**: This bad boy is a content aggregation and generation platform, running on Cloudflare Workers. It's awesome because it daily curates the latest and greatest in AI, from industry buzz and hot open-source projects to groundbreaking academic papers and insights straight from top tech influencers on social media.
* Wanna see more of my cool projects? 👇 Check out my [GitHub](https://github.com/justlovemaki)!
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* CloudFlare-AI-Image: This bad boy is an AI image generation script, all powered by Cloudflare Workers! 🖼️
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* CloudFlare-AI-Insight-Daily: This cool platform is a content aggregation and generation powerhouse, all running on Cloudflare Workers. It dishes out daily curated AI goodness, including industry news, trending open-source projects, mind-blowing academic papers, and all the juicy social media takes from big tech influencers! 📰
* Want more project deets? Hit up my [GitHub](https://github.com/justlovemaki) for the full scoop! 👇
#### 🚀 What I'm Diving Into Lately
#### What I'm Exploring Now 🌱
I'm super keen on LLM applications and website SEO, actively diving into learning and putting that knowledge into practice!
I'm super into LLM applications and website SEO right now, totally diving deep into learning and hands-on practice! 🧠🚀

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@@ -4,11 +4,11 @@ type: page
sidebar:
exclude: true
---
# Contact Me 📧
# Contact Me
Hey there! 👋 I'm always stoked to hear your thoughts and suggestions. If you've got any questions, cool collaboration ideas, or need a hand with something, just hit me up using the deets below.
I'm always stoked to hear your thoughts and ideas! If you've got questions, collaboration proposals, or need a bit of support, just hit me up using the info below.
I'll get back to your emails ASAP, promise! 🚀
I promise to get back to your messages ASAP! 🚀
---
@@ -19,9 +19,9 @@ I'll get back to your emails ASAP, promise! 🚀
* **WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect!" 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="Feel free to connect with me" 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) 😴
* (Closed on weekends and public holidays)

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@@ -10,37 +10,37 @@ sidebar:
---
Hey there! 👋 This Privacy Policy breaks down how we collect, use, and spill the beans about your info when you use our Service. It also gives you the lowdown on your privacy rights and what the law does to keep you safe.
This Privacy Policy describes our policies and procedures concerning 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.
So, here's the deal: We use your personal data to power up and fine-tune our Service. By hopping on board and using our Service, you're essentially saying 'Yep!' to us collecting and using your info according to this Privacy Policy.
We use your personal data to provide and improve our Service. By using the Service, you agree to our collection and use of information in accordance with this Privacy Policy.
## Explanations & Definitions
## Interpretation and Definitions
### Explanations
Just a heads-up: words capitalized at the start have specific meanings, defined right below. Doesn't matter if they're singular or plural, these definitions stick.
### Interpretation
Capitalized words have meanings defined under the following conditions. The following definitions will have the same meaning whether they appear in singular or in plural.
### Definitions
Okay, for the sake of this Privacy Policy, here's what these terms mean:
For the purposes 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 created for you to access our Service or parts of our Service.
- **Affiliate** is 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 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" signifies ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for 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 either "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.
- **Cookies** are small files placed on your computer, mobile device, or any other device by a website. They contain details of your browsing history on that website, among many other uses.
- **Country** refers to: California, United States.
- **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 access the Service, such as a computer, a cellphone, or a digital tablet.
- **Personal Data** is any information that relates to an identified or identifiable individual.
- **Personal Data** is any information relating to an identified or identifiable individual.
- **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).
- **Usage Data** refers to data collected automatically, generated either by the use of the Service or from the Service infrastructure itself (for instance, the duration of a page visit).
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
@@ -51,127 +51,126 @@ Okay, for the sake of this Privacy Policy, here's what these terms mean:
### Types of Data Collected
#### Personal Data
When you're cruising on our Service, we might ask you for some personal info that helps us get in touch or figure out who you are. This "personally identifiable information" could include, but isn't limited to, stuff like:
When you use 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
#### Usage Data
Heads up: Usage Data gets automatically scooped up when you use the Service. No extra effort needed!
Usage Data is collected automatically when you use the Service.
What's in Usage Data, you ask? It could be your device's Internet Protocol address (think IP address), browser type and version, which pages you hit up on our Service, when and how long you hung out there, unique device IDs, and other techy diagnostic bits.
Usage Data may include information like your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
If you're accessing the Service on your mobile device, we might automatically grab some info. This includes, but isn't limited to, your mobile device type, its unique ID, its IP address, your mobile operating system, the type of mobile browser you're rocking, unique device identifiers, and other diagnostic data.
When you access the Service by or through a mobile device, we may collect certain information automatically. This information may include, but is 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.
We might also snag info your browser sends our way whenever you visit our Service, or when you're using it on your mobile device.
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.
### Tracking Technologies and Cookies
Alright, let's talk tracking! 🍪 We use Cookies and other similar tech to keep tabs on what's happening on our Service and stash away some info. We're talking beacons, tags, and scripts all designed to collect data, track activity, and help us fine-tune and analyze what we do. Here's a peek at the tech we might be using:
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:** Think of a Cookie as a tiny file that lands on your device. You're the boss you can tell your browser to reject all Cookies or give you a heads-up when one's coming your way. But, if you don't say yes to Cookies, some parts of our Service might play hard to get. Unless you've already tweaked your browser settings to give Cookies the cold shoulder, chances are our Service will be using them.
- **Web Beacons:** Ever heard of a web beacon? Well, some parts of our Service and our emails might have these tiny electronic files (also known as clear GIFs, pixel tags, or single-pixel GIFs). They're pretty neat because they let us, for example, count folks who've visited specific pages or opened an email. They also help with other website stats, like seeing which sections are popular or making sure our systems and servers are running smoothly.
- **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). These files 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).
Now, Cookies come in two main flavors: "Persistent" and "Session" Cookies. Persistent ones stick around on your computer or mobile device even after you've gone offline. Session Cookies, on the other hand, vanish into thin air the moment you close your web browser. Poof! 💨
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 types Session and Persistent Cookies for these reasons:
We use both Session and Persistent Cookies for the purposes set out below:
- **Necessary / Essential Cookies**
- **Type:** Session Cookies
- **Managed by:** Us
- **Purpose:** These are the backbone! 💪 They're absolutely vital for getting you the services available on our Website and letting you use its cool features. They're key for verifying who you are and keeping those pesky fraudsters away from your account. Honestly, without 'em, the services you're asking for just wouldn't work. So, we only use these to make sure you get what you came for.
- **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.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type:** Persistent Cookies
- **Managed by:** Us
- **Administered by by:** Us
- **Purpose:** These Cookies identify if users have accepted the use of cookies on the Website.
- **Functionality Cookies**
- **Type:** Persistent Cookies
- **Managed by:** Us
- **Purpose:** These Cookies are super helpful! They let us remember your choices when you're using the Website things like your login deets or what language you prefer. Basically, they're here to give you a smoother, more personalized experience so you don't have to keep re-entering your preferences every single time you visit. Sweet! ✨
- **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.
Wanna dive deeper into the Cookies we use and your options for them? Head over to our Cookies Policy or hit up the Cookies section of this very 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.
### How We Use Your Personal Data
So, why do we use your Personal Data? The Company might use it for these reasons:
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
- **To Power and Maintain Our Service:** Yep, this includes keeping an eye on how our Service is being used. 👀
- **To Manage Your Account:** This is all about handling your registration as a user. Your Personal Data lets you tap into all the cool features available to registered users.
- **For Our Contractual Stuff:** We use your data to create, stick to, and fulfill purchase contracts for products, items, or services you've snagged, or any other agreement you've made with us through the Service.
- **To Reach Out to You:** We might ping you via email, phone calls, SMS, or other digital means (like push notifications from our mobile app). This is for updates, info about features, products, or services you've signed up for, including vital security updates when they're needed.
- **For News & Deals:** We love to share! We might send you news, special offers, and general information about other awesome goods, services, and events we're offering that are similar to what you've already bought or asked about. (Unless you've told us to chill on those updates, of course 😉).
- **To Handle Your Requests:** Got a request for us? Your data helps us process and manage whatever you throw our way.
- **For Business Moves:** If we ever get into a merger, sale, reorganization, or transfer of assets (whether it's business as usual or something like bankruptcy), your info might be used to evaluate or carry out that process. Basically, if our company changes hands, your Personal Data might be part of the package.
- **For Other Cool Stuff:** We might also use your info for things like data analysis, spotting usage trends, figuring out if our promos are actually working, and generally making our Service, products, marketing, and your whole experience even better! ✨
- **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 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 inquired 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.
Wondering when we might share your personal info? Here are the scenarios:
We may share your personal information in the following situations:
- **With Service Providers:** We might share your personal info with our Service Providers to help us monitor and analyze how our Service is being used, and yes, sometimes to reach out to you.
- **During Business Shifts:** If we're ever involved in a merger, selling off assets, getting financing, or another company buys us out (partially or fully), your personal info might be shared or transferred as part of that deal or during negotiations. It's just part of big business moves!
- **With Our Affiliates:** We might share your info with our sister companies (Affiliates). Don't worry, though we'll make sure they commit to this Privacy Policy. "Affiliates" means our parent company, subsidiaries, joint venture buddies, or any other company we control or share control with.
- **With Business Partners:** We sometimes team up with business partners to bring you certain products, services, or cool promotions. In those cases, we might share your info with them.
- **With Other Users:** If you're out there sharing personal info or interacting with other users in public areas of the Service, remember that everyone can see that info, and it might even get shared publicly outside the Service. So, share wisely! 😉
- **When You Say 'Go!':** For any other reason, if you give us your explicit consent, we might disclose your personal information.
- **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 outside.
- **With your consent:** We may disclose your personal information for any other purpose with your consent.
### How Long We Keep Your Personal Data
So, how long do we hang onto your Personal Data? 🕰️ The Company will only keep it for as long as needed for the reasons explained in this Privacy Policy. We'll also hold onto and use your data as much as required to meet our legal duties (like if the law says we have to), sort out any disagreements, and enforce our agreements and policies.
### 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.
We'll also keep Usage Data for our internal analysis (think: making things better behind the scenes 😉). Generally, Usage Data sticks around for a shorter time. The exceptions? If we use it to beef up our Service's security, boost its features, or if we're legally required to keep it for longer.
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.
### Transferring Your Personal Data
Okay, so where does your info (including Personal Data) go? 🌍 It's processed at the Company's offices and wherever else the folks handling it are located. This means your data might get moved to — and stored on — computers outside your state, province, or even country. Keep in mind, data protection laws in those places might be different from where you are.
### 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.
By saying 'yes' to this Privacy Policy and then handing over your info, you're giving us the green light for that transfer. Just so you know! 👍
Your consent to this Privacy Policy followed by your submission of such information represents your agreement to that transfer.
Don't sweat it too much, though! The Company promises to take every reasonable step to make sure your data is handled securely and according to this Privacy Policy. We won't transfer your Personal Data to any organization or country unless we're confident they've got solid controls in place, especially when it comes to the security of your data and other personal info.
The Company will take all steps reasonably necessary to ensure that your data is treated securely and in accordance with this Privacy Policy. No transfer of your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of your data and other personal information.
### Deleting Your Personal Data
Wanna wipe the slate clean? ✨ You've totally got the right to delete, or ask us for a hand in deleting, the Personal Data we've gathered about you.
### 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 might even let you delete some of your info right from within the app or website itself. Pretty handy!
Our Service may give you the ability to delete certain information about yourself from within the Service.
You can update, tweak, or delete your info anytime by logging into your account (if you've got one) and heading to the account settings section where you can manage your personal details. Or hey, feel free to just contact us directly to ask for access, corrections, or deletion of any personal information you've given us.
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.
Just a heads-up: sometimes we might need to hang onto certain info if we have a legal duty or a valid reason to do so. It's not personal! 😉
However, please note that we may need to retain certain information when we have a legal obligation or a lawful basis to do so.
### Disclosure of Your Personal Data
#### Business Transactions
Big business moves like a merger, acquisition, or asset sale could mean your Personal Data gets transferred. If that happens, we'll give you a heads-up before your data moves and falls under a different Privacy Policy. Just keeping you in the loop! 🤝
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
Sometimes, we might have to spill the beans on your Personal Data if the law demands it, or if public authorities (like a court or government agency) send us a valid request. It's just how the cookie crumbles sometimes! 🤷‍♀️
#### Law enforcement
In certain circumstances, the Company may be required to disclose your Personal Data if compelled 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 might also disclose your Personal Data if we genuinely believe it's necessary to:
- Stick to our legal duties.
- Guard and defend the Company's rights or property.
- Stop or investigate any sneaky behavior linked to the Service.
- Keep Service users or the public safe and sound. 💖
- Steer clear of legal trouble.
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
- Protect the personal safety of Users of the Service or the public
- Protect against legal liability
### Security of Your Personal Data
Your Personal Data's security is a big deal to us, truly! 🛡️ But let's be real: no method of sending data over the Internet or storing it electronically is ever 100% foolproof. While we bust our butts to use commercially acceptable ways to protect your Personal Data, we just can't promise it'll be absolutely, totally, completely secure. Just something to keep in mind!
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
Okay, let's talk about the little ones. 👶 Our Service isn't for anyone under 13. We absolutely do not knowingly collect personally identifiable info from anyone below that age. If you're a parent or guardian and you've realized your child has given us Personal Data, please, please get in touch! If we ever find out we've collected Personal Data from a child under 13 without verified parental consent, we'll spring into action to delete that info from our servers. Fast!
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 13 without verification of parental consent, we will take steps to remove that information from our servers.
And hey, if we need your consent to process your info, and your country says a parent needs to give the thumbs-up for that, we might ask for your parent's permission before we collect and use that data. Gotta follow the rules! 📜
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
Heads up! 🔗 Our Service might have links to other websites that aren't run by us. If you click on one of those third-party links, you'll be whisked away to their site. We seriously recommend you check out the Privacy Policy of *every single site* you visit. Better safe than sorry!
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.
Just so we're clear: we have zero control over, and take absolutely no responsibility for, the content, privacy policies, or practices of any third-party sites or services. What happens there, stays there (with them, that is!).
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
Things change, and so might our Privacy Policy! 🔄 We might update it now and then. When we do, we'll let you know by slapping the new Privacy Policy right here on this page.
## 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.
Before any big changes kick in, we'll give you a heads-up via email and/or a noticeable announcement on our Service. We'll also update that "Last updated" date at the very top of this Privacy Policy. No surprises here! 😉
Before the changes become effective, 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.
We suggest you peek at this Privacy Policy every so often to catch any changes. Any updates to this Privacy Policy become official the moment they're posted right here. So, stay tuned!
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
Got questions about this Privacy Policy? No problem! Feel free to hit us up:
If you have any questions about this Privacy Policy, you can contact us:
- **Email:** [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- 📧 **By email:** [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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@@ -10,44 +10,44 @@ sidebar:
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Hey there! 👋 Welcome to **ai.hubtoday** (aka 'the Site' or 'we'). Before you jump in and use our services, please, pretty please, read these Terms of Service. By accessing or using the Site, you're essentially giving us a thumbs-up and agreeing to these terms.
Welcome to **ai.hubtoday** (aka "the Site" or "we")! 🎉 Before you dive into our awesome services, please take a moment to carefully read these Terms of Service. By accessing or using our Site, you're essentially saying you're totally cool with and accept these terms.
## 1. About Our Services
Our Site? It's your go-to for awesome paid subscription content and exclusive membership services! 🌟 Think blog posts, unique resources, cool e-books, and vibrant community interactions. Just a heads-up: some of our juiciest content is exclusively for our subscribed members.
## 1. Service Overview
So, what's the deal? **The Site** hooks users up with paid subscription content and super cool membership services. Think blog posts, exclusive resources, e-books, and even community interaction the whole nine yards! 📚 Just a heads-up, though: some of that premium content is only for our subscribed members.
## 2. User Registration & Accounts
* To snag an account, you (the user!) just need to provide a valid email address and set up a password. Easy peasy!
* Your account is your responsibility! You're on the hook for its security and everything that happens with it. Absolutely **NO** transferring or sharing your account keep it personal, folks!
* And just so you know, if you ever break these terms, the Site totally reserves the right to **hit pause or even terminate** your account. Let's keep things chill, shall we?
* To get started, **users** need to provide a valid email address and pick a password to set up their account. Easy peasy! 👍
* Heads up: **users** are totally responsible for keeping their account safe and sound, as well as everything that happens under their login. And hey, **no transferring or sharing** your account that's a big no-no! 🔒
* If a user breaks these terms, **the Site** has the right to **pause or even close down** their account. Just sayin'.
## 3. Paid Subscription Services
* Our subscription services? They're billed monthly or annually, and you'll see all the deets about the fees clearly laid out on the checkout page. No hidden surprises! 💸
* All your payments are handled securely through third-party payment platforms like Stripe or PayPal. Phew! That means **we don't store any of your payment info** here on the Site. Your privacy is key! 🔒
* Heads up: your subscription will **auto-renew**! ✨ Unless, of course, you decide to cancel before your current billing cycle wraps up.
* So, about our **14-Day Refund Policy**! 🤝 If you're a first-time subscriber and you're not totally thrilled with our service within 14 days of purchase, you can totally ask for a full refund. Just hit us up at the contact email at the end of these terms and tell us what's up. Each user gets one shot at this refund, by the way. After 14 days, or if you're not a first-timer, **no refunds** on payments are issued unless the law says otherwise. Fair's fair!
* **Subscription services** are billed either monthly or annually, and you'll see all the costs super clearly on the checkout page. No hidden surprises! 💸
* Relax, **all payments** go through trusted third-party platforms like Stripe or PayPal. We never, ever store your sensitive payment info here. Your security is key! 🛡️
* Your **subscription** will **automatically renew** awesome, right? unless you decide to cancel before your current billing period wraps up.
* Check out our **14-day refund policy**! 🥳 If you're a first-time subscriber and aren't totally jazzed about our service within 14 days of buying, you can totally ask for a full refund. Just hit us up at the contact email at the end of these terms and let us know why. Each user gets this one-time refund chance. But hey, if it's been more than 14 days, or you're not a first-timer, then usually, **no refunds** after payment, unless the law forces our hand. 😉
## 4. Content Use & Intellectual Property
* First things first: all the original content here is **copyrighted by the Site (hubtoday)**. © That means no copying, reprinting, or using it for commercial stuff without getting our green light first! Let's respect those creative vibes.
* As a user, you're getting **non-exclusive, non-transferable access** to our content. Think of it as your personal pass for learning and reading pretty neat, huh?
* Thinking about using our stuff for commercial purposes or quoting a bunch of it? Awesome! Just hit up the Site to get authorization first. We're usually pretty cool about it! 😉
* FYI, **all original content** here is **copyrighted by the Site (hubtoday)**. That means no copying, reposting, or using it for commercial stuff without our say-so. Capiche? 🚫
* **Users** just get a **non-exclusive, non-transferable right to access** our content for their personal learning and reading pleasure. Keep it to yourself, alright?
* **Got a commercial project or need to quote us big time**? Just reach out to the Site to get the green light. We're usually pretty cool about it! 📧
## 5. User Conduct Guidelines
* Listen up on user behavior: it's a strict **NO-GO** for uploading, posting, or sharing anything illegal, harassing, false, offensive, or content that messes with other people's rights. Let's keep it clean and respectful! 🚫
* Also, **don't even think about** using technical tricks to bulk download, scrape, or crack our member-only content. That's just not cool! 🙅
* The Site has the right to remove any inappropriate content and will absolutely **ban users who don't play by the rules**. Consider this your friendly warning! 😉
* Listen up: **users are absolutely prohibited from** uploading, posting, or spreading any content that's illegal, harasses anyone, is false, offensive, or steps on someone else's rights. Let's keep it civil, folks! 🙅‍♀️
* And hey, trying to **mass download, scrape, or crack** our member content using any tech tricks? That's a definite **no-go**. Seriously, don't even try it! 🛑
* **The Site** has the full right to remove any dodgy content and **kick out users** who break the rules. Fair warning!
## 6. Service Changes & Interruptions
* Heads up! We (the Site) totally reserve the right to change, hit pause on, or even terminate any part or all of our services at any time. And yep, we might do it without a heads-up. It's just how the tech cookie crumbles sometimes! 🤷‍♀️
* Now, if our content becomes temporarily unavailable because of something like an act of God, a server hiccup, or a third-party service going down (ugh!), the Site **won't be on the hook for any compensation**. We're doing our best, but sometimes things are just out of our hands! ☁️
* Just so you know, **we** totally reserve the right to change, pause, or even stop parts or all of our services whenever we need to, without giving you a heads-up. That's just how it rolls! 🔄
* If our content suddenly goes dark because of crazy stuff like force majeure, server hiccups, or third-party service issues, **the Site** will **not be on the hook for any compensation**. Bummer, we know, but it happens! 😅
## 7. Disclaimers
* Quick disclaimer: the info we dish out on this Site? It's strictly for reference! It **doesn't count** as professional advice we're talking financial, legal, medical, or anything like that. Always chat with a pro for that stuff! 🧠
* And just to be super clear: for any direct or indirect losses you might rack up from using our content or services, the Site is **not responsible, period**. Use at your own risk, folks! 🚧
## 7. Disclaimer
* Quick disclaimer: **the info we dish out on the Site** is purely for reference. It's definitely **not** professional advice (like for your money, legal stuff, or health). Always check with the pros! 💡
* And FYI, **the Site** is **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
* About the legal stuff: these Terms of Service are all about U.S. California law! ⚖️ They'll be governed and interpreted by those laws, without even thinking about conflict of laws principles. Keepin' it Californian!
* Got a beef or a dispute related to these terms? Let's try to hash it out friendly-style first! 🤝 If we can't quite agree, you're agreeing to take it to the courts in Santa Clara County, California. So, you know, legal stuff with a local twist!
* Alright, legal talk: **these Terms of Service** are totally governed by and interpreted under the laws of California, USA. No messy conflict of law principles messing things up here! 🇺🇸
* Got a beef? **Any disputes** popping up from or connected to these terms? First, we'll try to sort it out nicely, with friendly chats between us. If that doesn't fly, you agree to take it to the courts in Santa Clara County, California. Game on! 🧑‍⚖️
## 9. Contact Us
* Got questions about these terms? No sweat! Just hit us up using the contact deets below. We're here to help! 👇
## 9. Get In Touch!
* **Got questions** about these terms? Don't be shy! Hit us up using the deets below: 👇
* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)