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---
linkTitle: 11-20-Daily
title: 11-20-Daily AI News Daily
weight: 12
breadcrumbs: false
comments: true
description: TikTok is giving users an AIGC "remote control," letting you personally
tweak the proportion of AI-generated content in your algorithmic feed. Talk about
a d.
---
## AI News Daily 2025/11/20
> AI News | Daily Briefing | Web Data Aggregation | Cutting-Edge Scientific Exploration | Industry Voices | 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**
```
TikTok rolls out a new feature letting users manually adjust the proportion of AIGC content in their algorithmic recommendations.
In the industry, Tomato Novel (a web fiction platform) saw a 13x surge in new book submissions due to an influx of AI-generated manuscripts.
South Korea's education sector is ringing alarm bells over students increasingly using AI for homework, sparking worries about the decline of critical thinking skills.
Meanwhile, Google CEO Sundar Pichai likened the current AI investment frenzy to the dot-com bubble, warning of industry risks.
And Cloudflare experienced a global 20% website outage caused by a configuration error in its own AI bot management system.
```
### Product & Feature Updates
1. TikTok is giving users an AIGC "remote control," letting you personally tweak the proportion of AI-generated content in your algorithmic feed. Talk about a digital "diet management" trend! 🍔 This cool feature is tucked into the "Topic Management" tool, offering a simple slider to control the frequency of **AI-generated content** recommendations and helping you ditch passive scrolling. It's not just a nod to user experience; it also highlights how AIGC is totally blowing up in short-video, making everyone a content magician in the future you decide what you want to see! Want the full scoop? Check out the [Official Announcement: (AI News)](https://www.aibase.com/zh/news/22926).<br/>![AI News: TikTok's AIGC Adjustment Feature](https://source.hubtoday.app/images/2025/11/news_01kaea4vbxf5ybbqp4zjawkvj2.avif)<br/>
2. The **Manus Browser Operator**, a Chrome extension, is here to give your browser a "soul": it can instantly transform any regular browser into an AI agent 🕵️‍♂️. This game-changing tool securely reuses your local login sessions to automatically execute complex tasks on protected sites like CRMs and paid databases, basically acting as your super-efficient digital assistant that never slacks off. This innovation cleverly blends the power of cloud and local browsers, proving AI isn't just a fancy toy anymore but a real workflow booster. Interested in this magic tool? Read the [Official Introduction: (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/manus-manus-browser-operator-ai).<br/>![AI News: Manus Browser AI Automation](https://source.hubtoday.app/images/2025/11/news_01kaea54gfev3awcbb29p2pjss.avif)<br/>
3. **Google Antigravity**, Google's new AI coding tool, was just unveiled with claims of ushering in a "new era." However, sharp-eyed developers quickly spotted that it's essentially a **VSCode fork**, sparking a heated debate about transparency 🤔. The main beef from the community is that Google kept mum about this in its marketing, and folks are also sweating about code privacy and data telemetry, worried their code might just become "fertilizer for Google's backyard." While it does support various models like **Gemini, Claude, and GPT-OSS**, showing some openness, this "buy now, pay later" release strategy has definitely chipped away at user trust. Developers are currently having a fierce debate about it in the [Community Discussion: (AI News)](https://newshacker.me/story?id=45968065).
### Cutting-Edge Research
1. **QwenCLIP** is riding in for the rescue, bringing the "super brain" of large language models to the table and totally ditching that "small-minded" 77-token limit when it comes to handling lengthy medical reports 💡. Researchers swapped out CLIP's original text encoder with **Qwen3-Embedding** and tossed in learnable prompts, enabling it to effortlessly digest super long medical texts and pinpoint deep semantic meanings. This research doesn't just significantly boost the accuracy of medical image-text alignment; it also drops new ideas on how multi-modal pre-training can wrangle complex domain knowledge. Go hit up the [Paper Link: (AI News)](https://arxiv.org/abs/2511.13876) to learn more!
2. **SMART**, a new multi-modal video localization framework, is making video retrieval level up from just "telling stories from pictures" to a full-blown "audio-visual feast," empowering AI to understand content using both its eyes and ears simultaneously 🎬. This framework cleverly fuses audio and visual features and pioneers "**scene-aware token compression**" tech, which cuts down redundancy while keeping fleeting key details intact. With some seriously impressive performance gains on benchmarks like Charades-STA, SMART proves just how crucial it is for AI to learn to "read the room" and "listen up." Feel free to [Read Paper: (AI News)](https://arxiv.org/abs/2511.14143).
3. Autonomous driving is getting a fresh idea: instead of letting large models directly "drive," why not have them act as "navigators" and "commentators" first? This is the new paradigm proposed in this [Paper Address: (AI News)](https://arxiv.org/abs/2511.13881) 🚗. Researchers found that letting **VLMs** make direct driving decisions was both unstable and opaque. So, they switched gears, leveraging the VLM's powerful scene understanding to generate rich text descriptions, then merging these descriptions with visual features to make more reliable and explainable decisions. This "human-language translator" auxiliary role might just be the right way to safely integrate VLMs into critical decision-making systems 🔥.
### Industry Outlook & Social Impact
1. Tomato Novel, a web fiction platform, is caught in an "AI siege" as its new book submissions have *surged by an astounding **13 times***, effectively turning editors' inboxes into an AI manuscript "disaster zone" (╯°□°)╯︵ ┻━┻. Faced with this creative deluge, the platform quickly beefed up its review mechanisms, which unfortunately also impacted some new authors. Meanwhile, true master writers are chilling, saying AI can't yet replicate the emotional core of real-time reader interaction. This trend has even spilled over into the voice acting world, where AI has slashed audiobook costs by **60%**, giving more written works a voice. It's clear AI is seriously reshaping the content creation ecosystem. Get the full scoop here: [News Source: (AI News)](https://www.aibase.com/zh/news/22934).
2. South Korean elementary students might have an "AI ghostwriter" tucked away in their backpacks right alongside their textbooks, and it's got the entire education sector sounding the alarm 🔔. Teachers have noticed students dropping professional terms like "property rights" during complex discussions, only to find ChatGPT is the real brains behind the operation. This "outsourcing of thought" has ignited deep concerns about the degradation of **critical thinking** skills. Parents are caught between a rock and a hard place: they worry about their kids developing cognitive dependency but also see AI mastery as a must-have future skill. Finding that sweet spot between embracing technology and safeguarding independent thought has become a shared global educational challenge. Click to [View Details: (AI News)](https://www.aibase.com/zh/news/22932) for more.
3. Google CEO Sundar Pichai is throwing some serious shade on the current AI investment craze, candidly stating that the multi-trillion-dollar AI investment frenzy has some "irrational exuberance" going on 🥶, right as the world cheers on the mighty performance of **Gemini 3**. He's drawing parallels between today's AI fever and the **dot-com bubble** of 2000, warning that if this bubble bursts, no company, including Google, will be spared. This straight-up warning from an industry titan reminds us that while we chase the tech wave, we also need to seriously ponder the economic risks and fundamental values behind it all. Get the [In-depth Analysis: (AI News)](https://www.qbitai.com/2025/11/354110.html) for more.
4. Cloudflare, the supposed guardian of **20% of the world's websites**, just pulled an AI-induced "self-destruct" stunt, completely crashing due to a configuration blunder in its own **bot management system**, taking giants like ChatGPT and X offline 😵. The dark humor of this incident? The system was upgraded to fend off increasingly rampant AI crawlers, but a tiny permission tweak caused the defense rule list to "self-inflate" and blow out its memory, leading to a ludicrous "AI kills AI" drama. This event vividly exposes the fragility and the "involution" dilemma of internet infrastructure in the AI era. For more techy deets, check out the [Technical Review: (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652646732&idx=2&sn=c1140f2371c18b5891f446885ffa735e).
### Top Open Source Projects
1. Elon Musk isn't just building rockets this time; he's also crafting a "digital ark" for human civilization! He's announced the open-sourcing of the AI encyclopedia **Grokipedia** and plans to engrave it and launch it into space 🚀. Hailed as the "modern Library of Alexandria," this project aims to create **multi-planetary backups** to prevent human knowledge from being lost if civilization collapses. It might even be renamed "Galactic Encyclopedia" as a nod to *Foundation* in the future. While its current number of entries doesn't quite stack up to Wikipedia, this grand narrative definitely grabs the cultural high ground for xAI in the "AI + Space" race. Click to [Read Report: (AI News)](https://www.aibase.com/zh/news/22929) to check it out. <br/>![AI News: Grokipedia Space Project](https://source.hubtoday.app/images/2025/11/news_01kaea57xef43r26eta2sfmj89.avif)<br/>
2. Want to build stunning graphics effects on the web that rival native apps? Then you gotta check out [**PlayCanvas Engine**](https://github.com/playcanvas/engine), boasting a sweet ⭐12.3k stars on GitHub! It's a powerful graphics runtime built on cutting-edge tech like **WebGL, WebGPU, and WebXR**. This project lets developers easily create interactive 3D apps and games; whether it's an immersive AR experience or complex physics simulations, everything runs smoothly right in the browser. For devs looking to unleash unlimited creativity on the web, PlayCanvas is definitely that magic engine that turns imagination into reality. ✨
3. **Milvus** is the cloud-native vector database born to manage the new universal language of vectors in the AI era, currently racking up an insane ⭐39.5k stars on GitHub 🔥. In the age of AI, data isn't just text and numbers anymore; vectors are the universal language of the future. Designed specifically for massive-scale **vector similarity search**, it efficiently handles the colossal vector data generated by AI models, serving as the core foundation for large models to achieve long-term memory, build recommendation systems, and power image retrieval. You could say Milvus is the "hippocampus" for AI applications, helping them quickly find connections in a sea of information, making intelligence truly usable and searchable.
### Social Media Shares
1. A Los Angeles filmmaker, flying solo, has conjured up an entire "film universe" using AI tools, with his mockumentary series "Unsolved Mysteries" blowing up online and being hailed as "the first reliable narrative work of the AI era" 👽. In the series, aliens comically misinterpret human civilization after it's gone extinct, earnestly studying activities like fitness and football. All characters and scenes are generated using tools like **Midjourney and Runway**. This case powerfully refutes the "AI content is trash" narrative, proving that when AI tools merge with human creativity and storytelling chops, they can birth imaginative and soulful works of art. Go check out the [In-depth Report: (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652646732&idx=3&sn=dd7b3ca316363fd4edc84e62ebb9190d) to see for yourself.
2. Still tearing your hair out over crafting high-quality **Gemini 3** prompts? Fret no more! Dive into this fresh-off-the-press best practices guide, where the core secret is: less lecturing, more logic! ( ´ ▽ ` )ノ This [Blog Original: (AI News)](https://www.philschmid.de/gemini-3-prompt-practices) points out that Gemini 3 digs precise, structured instructions. Forcing the model to first "self-critique" and "decompose tasks" can seriously boost output quality. Plus, using tags like XML or Markdown to clearly define instructions and data, and giving the agent "persistence instructions" to self-correct after tool call failures, are all key tricks to tame this performance beast. <br/>![AI News: Gemini 3 Prompt Engineering](https://source.hubtoday.app/images/2025/11/news_01kaea5cmpebxb9g0htpxph5xr.avif)<br/>
3. **Gemini 3** has transformed into your personal podcast host, dishing out real-time script prompts so you'll never awkwardly fall silent again when recording videos 🤩. One developer cooked up a video recording tool using Gemini 3, where the AI dynamically generates next topics or questions based on what you're saying, like having a golden-touch producer by your side. This app smartly leverages Gemini's native camera integration capabilities, showcasing AI's huge potential in supercharging personal creative efficiency. Go hit up the [Original Post Link: (AI News)](https://x.com/wwwgoubuli/status/1991088381846286478) to feel the magic. <br/><video src="https://source.hubtoday.app/images/2025/11/news_01kaea6qvaeq287g4ryvh8rdre.mp4" controls="controls" width="100%"></video><br/>
4. Wharton professor Ethan Mollick has dropped a truth bomb on the current AI development misconception: we're in a "boiling frog" era of tech explosion, making it hard to really grasp its true speed 🤔. With major model releases now dropping monthly, each update feels like just an "**incremental improvement**." But stretch that timeline out to **6-8 months**, and you'll realize AI's capabilities have undergone a mind-blowing transformation. This cognitive disconnect is messing with both insiders, who are numb from chasing too closely, and outsiders, who are slow to react from only occasional use. Click to [View Original Viewpoint: (AI News)](https://x.com/emollick/status/1990999847923593239).<br/>![AI News: AI Technology Development Curve](https://source.hubtoday.app/images/2025/11/news_01kaea77fne5gr8ywnq07hqj8h.avif)<br/>
5. Social media went absolutely wild after **Gemini 3** dropped! Some netizens even straight-up crowned it a "**world model**," predicting that the upcoming nano banana 2 and Gemini Flash 3 will deliver even bigger shocks 🤯. This electrifying atmosphere mirrors the community's massive thumbs-up for Google's latest model, which achieved a huge leap in multi-modal understanding and reasoning. Looks like the "AI arms race" has hit another fever pitch, with every tech enthusiast holding their breath for the next big disruption. [Original Link: (AI News)](https://x.com/Gorden_Sun/status/1990996198120206554) right here.
6. The Youware team just pulled off a textbook "god-tier move" 🚀 to become the ultimate AI growth hacker: snagging the `gemini3.com` domain two months early and then raking in massive organic search traffic on the very night Google dropped **Gemini 3**. This case perfectly illustrates how deep insight into tech trends can be morphed into real-deal growth leverage, with its unconventional approach and foresight earning major applause. This isn't just riding the hype wave; it's the ultimate embodiment of the idea that "**model launch equals traffic bonanza**." Go [Read Original Post: (AI News)](https://m.okjike.com/originalPosts/691d422d00d70434f5f8d286) to learn how they did it.<br/>![AI News: Youware Website Traffic Screenshot](https://source.hubtoday.app/images/2025/11/news_01kaea7axhe54scq1d6dawaah8.avif)<br/>
7. That massive Cloudflare outage last night, which sent half the internet into a frenzy? The culprit was a seemingly innocent SQL query and a **hardcoded limit of 200 features** a real-life "butterfly effect" moment 🦋. A netizen did a super detailed technical review of the incident, pinpointing that a permission upgrade unexpectedly doubled query results, blowing past the anti-crawler module's memory limit and triggering a global chain reaction of crashes. The whole troubleshooting process even went sideways for a bit because the status page was also down, leading to a false alarm of a DDoS attack. This story just goes to show: even the most complex systems can be brought down by the simplest oversight. Click for the [Technical Analysis: (AI News)](https://mp.weixin.qq.com/s/odvIFW4RHFlqTxGAK_oEIg) to get the full rundown. <br/>![AI News: SQL Code Causing Cloudflare Outage](https://source.hubtoday.app/images/2025/11/news_01kaea7f6nf6jvcwcy00s4zrev.avif)<br/>
8. Stop pulling your hair out over **Midjourney's** "black box"! A pro has shared an elegant workflow for generating consistent visual styles by teaming up with AI, and the secret sauce is using an LLM as your "design strategist" first 🎨. The core idea? Deep-dive with large models like ChatGPT about your design philosophy, style preferences, and mood board. Let it help you craft structured, logically clear prompts, then feed those to Midjourney. This "LLM for structure, MJ for aesthetics, you for taste" division of labor significantly cuts down on randomness, transforming AI from an unpredictable artist into a design partner who totally gets your vibe. Hurry over to [View Original Post: (AI News)](https://www.reddit.com/r/artificial/comments/1p0l8ke/build_your_own_visual_style_with_llms_midjourney/) to learn this trick.
9. One developer, while trying out the freshly launched **Gemini 3** and the **Google Antigravity** editor, cooked up a super creative test: replicate the operating system from the movie *Her* with just three lines of prompts, in one go 🤖. Amazingly, this AI coding buddy actually started trying to generate the entire application code "in a single shot," flaunting its powerful code generation and understanding capabilities. This "one-shot" development experience gave the developer a taste of the massive potential in AI-assisted programming, feeling like sci-fi cinematic scenes were becoming real. Go check out this fun experiment at the [Post Link: (AI News)](https://x.com/raizamrtn/status/1990818993339576602).<br/>![AI News: Google Antigravity Code Generation Test](https://source.hubtoday.app/images/2025/11/news_01kaea7n56f1j8z5k7sj7sbskg.avif)<br/>
---
## **AI News Daily Audio Version**
| 🎙️ **Xiaoyuzhou FM** | 📹 **Douyin** |
| --- | --- |
| [Lai Sheng Xiaojiu Guan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Xiaoyuzhou FM](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Information Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,73 +2,63 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-11/2025-11-18
next: /en/2025-11/2025-11-19
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/11/19
## AI News Daily 2025/11/20
> AI News | Daily Briefing | Aggregated Web Data | Cutting-Edge Science Exploration | Industry Free Voice | Open Source Innovation Power | AI and Human Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
> `AI News` | `Daily Brief` | `Global Data Aggregation` | `Cutting-edge Science Exploration` | `Industry Voice` | `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 launched WeatherNeXt 2, disrupting traditional weather forecasting with AI inference, and updated its AI travel planning tools.
Elon Musk's xAI company made Grok 4.1 free, featuring reduced hallucinations and excellent test performance.
Chinese model Kimi K2 successfully integrated with global AI search app Perplexity, competing alongside top models.
An AI toy was removed from shelves for generating dangerous content, highlighting the lack of regulation and risks in AI children's products.
SenseTime led the formulation of the first national standard for customer service virtual digital humans, promoting industry standardization.
TikTok rolls out a new feature, letting users manually adjust the proportion of AIGC content in algorithmic recommendations.
In the industry, web novel platform Tomato Novel saw new book volumes surge 13-fold due to an influx of AI-generated manuscripts.
South Korean educators are worried about the decline of critical thinking skills as students increasingly use AI for homework.
Meanwhile, Google CEO Pichai likened the current AI investment frenzy to the dot-com bubble, signaling industry risks.
Cloudflare experienced a global 20% website service outage due to a configuration error in its own AI bot management system.
```
### Product & Feature Updates
1. Google just dropped a bombshell, making traditional weather forecasting look like a relic with **WeatherNeXt 2**! Instead of supercomputers taking hours to crunch physics equations, this new tech generates hundreds of weather possibilities in under a minute on a single **TPU**. This marks a massive paradigm shift from physics-based computation to intelligent inference. Currently, this revolutionary technology is available through platforms like [Google Earth Engine](https://www.xiaohu.ai/c/xiaohu-ai/google-weathernext-2-ai), kicking off a new era for meteorological science. 🤯<br/>![AI News: WeatherNeXt 2 Global Weather Prediction Visualization](https://source.hubtoday.app/images/2025/11/news_01kabq08nbffqtw63pvnnpxy9v.avif)![AI News: WeatherNeXt 2 Functional Generative Network Diagram](https://source.hubtoday.app/images/2025/11/news_01kabq0egkf15aapp1npggwm1n.avif)
1. **TikTok** is handing users an **AIGC "remote control,"** letting you personally tweak the proportion of AI-generated content in your algorithmic feed! 🚀 This is like a new "diet management" trend for the digital age. The feature is integrated into the "Topic Management" tool, allowing you to control the recommendation frequency of **AI-generated content** with a simple slider, saying goodbye to passive scrolling. This move not only respects user experience but also hints at AIGC's wildfire spread in short video. Soon, everyone will be a content wizard, deciding what they want to watch! Want to know more? Check out the [Official Announcement: (AI News)](https://www.aibase.com/zh/news/22926).<br/>![AI News: TikTok's AIGC Adjustment Feature](https://source.hubtoday.app/images/2025/11/news_01kaea4vbxf5ybbqp4zjawkvj2.avif)<br/>
2. **Manus Browser Operator**, a new Chrome extension, is here to give your browser a "soul"! 👻 This tool transforms any ordinary browser into an AI agent in an instant. It can securely reuse your local login sessions to automate complex tasks on protected sites like CRMs and paid databases, acting like a digital assistant who never slacks off. This innovation combines the best of cloud and local browsers, making AI more than just a superficial gadget it's a powerful helper that can truly integrate into your workflow. Intrigued by this magical tool? Read the [Official Introduction: (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/manus-manus-browser-operator-ai).<br/>![AI News: Manus Browser AI Automation](https://source.hubtoday.app/images/2025/11/news_01kaea54gfev3awcbb29p2pjss.avif)<br/>
3. **Google Antigravity**, Google's new AI programming marvel, was released with claims of "ushering in a new era," but eagle-eyed developers quickly spotted it was essentially a **VSCode fork**, sparking heated debate about transparency 🧐. The main gripe in the community is that Google kept mum about this in its marketing. Developers are also sweating over code privacy and data telemetry, worried their code might become "fertilizer for Google's backyard." While it does support various models like **Gemini, Claude, and GPT-OSS**, showing some openness, this "buy now, pay later" release strategy has undeniably eroded user trust. Developers are currently having a fierce discussion in the [Community Discussion: (AI News)](https://newshacker.me/story?id=45968065).
2. ElevenLabs has rolled out its **Image & Video (Beta)** platform, which is basically a creator's ultimate Swiss Army Knife! It brings together top-tier audiovisual models like **Veo, Sora, and Kling**, letting you handle everything from video generation and voice cloning to precise lip-syncing and soundtracking, all in one spot. The goal of this "one-stop AI audiovisual workshop" is crystal clear: eliminate the hassle of jumping between platforms and streamline your creative process from idea to final product. Hit the [link to start one-stop AI audiovisual creation - (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/elevenlabs-image-video) to try it out yourself. ✨
3. Google is transforming AI into your personal travel assistant, making trip planning as easy as ordering takeout! Its **"Flight Deals"** tool now covers over 200 countries worldwide, while the brand-new **"Canvas"** feature can automatically generate a full itinerary with hotels, restaurants, and activities based on your vague ideas. Even better, smart dinner booking is now available to all U.S. users. AI handles everything, so you just need to kick back and enjoy your vacation. 🌴 Check out the [details on these travel AI features - (AI News)](https://www.aibase.com/zh/news/22876).<br/>![AI News: Google AI Flight Deals Tool Interface](https://source.hubtoday.app/images/2025/11/news_01kabq0h05fpmvep99e6b4324q.avif)
4. Elon Musk's xAI company has launched **Grok 4.1**, not only making it free to use but also claiming a threefold reduction in model "hallucinations," making this "cyber troll" much more reliable. In the latest LMArena benchmark tests, the **Grok 4.1 Thinking** version even took the top spot, showcasing impressive strength. Nevertheless, the AI landscape is always shifting, and Google's **Gemini 3.0** is also gearing up, so a showdown is inevitable. You can find more specific information about the new model in [this introductory document - (AI News)](https://data.x.ai/2025-11-17-grok-4-1-model-card.pdf). 🥊<br/>![AI News: xAI Grok 4.1 Release Announcement](https://source.hubtoday.app/images/2025/11/news_01kabq0khkerkrxk4y95dhjs48.avif)![AI News: Grok 4.1 LMArena Test Ranking](https://source.hubtoday.app/images/2025/11/news_01kabq0qhdef7bnbqp4cgwa2cm.avif)
5. Chinese AI model **Kimi K2** has successfully landed on Perplexity, the globally renowned AI search application, becoming the only Chinese model currently integrated into the platform—a seriously impressive move! Joining alongside OpenAI's latest **GPT-5.1** means Kimi now has the muscle to compete head-to-head with top players on the international stage, truly a beacon of Chinese AI. This collaboration not only helps Kimi reach a global audience but also [injects new vitality into Perplexity - (AI News)](https://www.aibase.com/zh/news/22897), valued at a whopping $20 billion. 🚀
### Frontier Research
1. What happens when an AI model gets "poisoned" without anyone knowing? A new paper proposes a clever defense strategy, essentially bringing in a digital detective for multimodal models like **CLIP**. This method efficiently roots out hidden "backdoors" within the model, pinpoints affected data, and then surgically removes malicious influences through precise fine-tuning, without the need for a massive "tearing down and rebuilding" operation for the entire model. This research offers an efficient, low-cost [new "detox" approach - (AI News)](https://arxiv.org/abs/2511.13545) for AI security. 🛡️
2. How can an innocent phrase make an AI video model generate illicit content? Research titled **VEIL** uncovers this "Trojan horse" style of attack, which is frankly chilling. Researchers found that by adding seemingly harmless "auditory trigger words" like "squeaking" to prompts, they could exploit the audio-visual associations learned during model training, inducing the model to generate videos with potentially dangerous implications. This attack is incredibly stealthy, posing entirely new challenges for AI security and protection. Click [here to learn about the attack principles - (AI News)](https://arxiv.org/abs/2511.13127). 🚨
### Cutting-edge Research
1. **QwenCLIP** is here to save the day! Struggling with the CLIP model's inability to handle lengthy medical reports? QwenCLIP brings the "superbrain" of large language models, saying goodbye to the "petty" 77-token limit! 🤯 Researchers replaced CLIP's original text encoder with **Qwen3-Embedding** and introduced learnable prompts, enabling it to effortlessly digest super-long medical texts and accurately capture deep semantics. This research not only significantly boosts the accuracy of medical image-text alignment but also provides a fresh approach for multimodal pre-training to handle complex domain knowledge. Go learn more at the [Paper Link: (AI News)](https://arxiv.org/abs/2511.13876).
2. **SMART**, a study named SMART, proposes a brand-new multimodal video localization framework that lets AI use both eyes and ears to understand content! 👀👂 Video retrieval is evolving from "picture telling" to a "feast for the senses." This framework cleverly integrates audio and visual features and innovatively uses "**shot-aware token compression**" technology, reducing redundancy while preserving fleeting critical details. With significant performance improvements in benchmarks like Charades-STA, SMART proves how crucial it is for AI to "read between the lines" and "listen attentively." Welcome to [Read the Paper: (AI News)](https://arxiv.org/abs/2511.14143).
3. **A new paradigm for autonomous driving** is emerging: Instead of letting large models directly act as "drivers," why not let them be "navigators" and "commentators" first? This is the new approach proposed in the [Paper Address: (AI News)](https://arxiv.org/abs/2511.13881)! 🗺️ Research shows that directly using **VLMs** for driving decisions is neither stable nor transparent. So, researchers shifted gears, leveraging VLMs' powerful scene understanding to generate rich text descriptions, then fusing these descriptions with visual features to make more reliable and explainable decisions. This "human-language translator" assistive role might just be the right way to safely integrate VLMs into critical decision systems. That's hot! 🔥
### Industry Outlook & Social Impact
1. An AI teddy bear called **FoloToy Kumma** recently put on a "Dr. Jekyll and Mr. Hyde" show: one moment teaching kids fire safety, the next giving detailed instructions on how to light a match. This toy, powered by **GPT-4o**, was called out by a U.S. public interest group for its out-of-control dialogue, leading to its removal from all shelves and even an emergency API ban from OpenAI. This incident once again sounds the alarm: with AI toys currently virtually unregulated, protecting children has become a [serious issue - (AI News)](https://www.aibase.com/zh/news/22900) the entire industry must confront. 🧸
1. **AI's impact on online fiction** is seeing the online fiction world currently under "AI siege," with **Tomato Novel's** new book volume skyrocketing by **13 times**, turning editors' inboxes into an "AI manuscript disaster zone"! 🤯 Faced with this creative deluge, the platform urgently upgraded its review mechanisms, inadvertently affecting some new authors. Meanwhile, true master writers calmly state that AI can't yet replicate the emotional core of real-time reader interaction. This trend has even spread to the voice acting industry, where AI has slashed audiobook costs by **60%**, enabling more written works to "find their voice." It's clear AI is profoundly reshaping the content creation ecosystem. See [News Source: (AI News)](https://www.aibase.com/zh/news/22934) for details.
2. **AI use by South Korean elementary students** is sounding alarm bells across the education sector! 🚨 In their backpacks, besides textbooks, there might be an "AI ghostwriter." Teachers noticed students casually dropping professional terms like "property rights" when discussing complex topics, all thanks to ChatGPT. This "thinking outsourcing" phenomenon has sparked deep concerns about the decline of **critical thinking** skills. Parents are caught in a dilemma: they worry about their children developing cognitive dependency but also feel mastering AI is an essential future skill. Finding the balance between embracing technology and safeguarding critical thought has become a shared challenge for global education. Click to [View Details: (AI News)](https://www.aibase.com/zh/news/22932) to learn more.
3. **Google CEO Pichai's warning on AI investment** states that the multi-trillion-dollar AI investment craze has "irrational elements"! 🧊 As the world cheered for the powerful performance of **Gemini 3**, Pichai calmly poured a bucket of "cautionary cold water" on everyone. He drew parallels between the current AI fervor and the **dot-com bubble** of 2000, warning that once the bubble bursts, no company, including Google, will be spared. This "honest" reminder from an industry giant forces us to consider the economic risks and foundational value behind the technology wave we're riding. [In-depth Analysis: (AI News)](https://www.qbitai.com/2025/11/354110.html) gives you more insights.
4. **Cloudflare's major outage** last night, which sent ripples across half the internet, was incredibly caused by a seemingly innocent SQL query and a **hardcoded limit of 200 features**—a real-life "butterfly effect" in action! 🐛 Cloudflare, the guardian of **20% of the world's websites**, experienced an AI-triggered "suicidal" network disaster, essentially "collapsing on the spot" due to a configuration error in its own **bot management system**, causing giants like ChatGPT and X to go offline en masse! The dark humor of this incident is that the system was upgraded to defend against increasingly rampant AI crawlers, but a tiny permission adjustment caused the defense rule list to "self-inflate," overflowing memory and staging an absurd "AI kills AI" drama. This event profoundly reveals the fragility and involution dilemma of internet infrastructure in the AI era. For more technical details, check out the [Technical Review: (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652646732&idx=2&sn=c1140f2371c18b5891f446885ffa735e).
2. The digital human industry is finally waving goodbye to its "wild growth" phase, welcoming its first national standard, spearheaded by none other than SenseTime. This national standard, titled "Information Technology General Technical Requirements for Customer Service Virtual Digital Humans," draws clear red lines for the functions, performance, and application of digital humans, marking the industry's official entry into a standardized development stage. From industry benchmark to national standard setter, SenseTime, with technologies like **SenseAvatar**, is driving Chinese standards globally. You can click [here to learn more about the standard - (AI News)](https://www.qbitai.com/2025/11/354033.html). ⚙️
3. Will AI make us lazy and arrogant? A trending Reddit post sparked a heated debate, hitting the nail on the head with its core argument: "The more people use AI, the more likely they are to overestimate their own abilities." This sounds like the "Dunning-Kruger effect" for the AI era; when we get used to AI assistance, we might mistake the tool's power for our own brilliance. This reminds us that while enjoying technological convenience, we should perhaps also be wary of this subtle [cognitive bias - (AI News)](https://www.reddit.com/r/artificial/comments/1ozmozv/the_more_that_people_use_ai_the_more_likely_they/). 🧠
### Open Source TOP Projects
1. While the renowned **SAM2** model can segment just about anything, it often gets fooled by "masters of disguise." That's where the **CamSAM2** project steps in, equipping it with a set of "fiery golden eyes"! This project introduces clever "de-camouflage tokens" and a temporal fusion module, significantly boosting SAM2's ability to identify camouflaged objects in videos without altering its core parameters. This plug-and-play enhancement package achieved an astounding **12.2 mDice** gain on the MoCA-Mask dataset. Head over to [its GitHub page - (AI News)](https://github.com/zhoustan/CamSAM2) to check it out. 🕵️‍♀️
2. Someone has "resurrected" Andrej Karpathy's development workflow with the launch of the **karpathy** agent project, an "AI Machine Learning Engineer" in its own right. This project combines the **Claude** model with a sandbox environment, enabling it to independently handle the entire process of data processing, model training, experimental analysis, and iterative optimization—you just need to issue instructions in natural language. This is not only a tribute to Karpathy himself but also a stunning implementation of Agentic AI in the research field. Click [here to get the project address - (AI News)](https://github.com/K-Dense-AI/karpathy). 🚀<br/>![AI News: karpathy Agent Engineer Project Interface](https://source.hubtoday.app/images/2025/11/news_01kabq1548fcfscgyck46ycmxt.avif)
3. AI guru **Andrej Karpathy** shared his "three-round reading method": first read it yourself, then have an LLM summarize it, and finally engage in deep discussion with the LLM. This approach is said to skyrocket your understanding. He further predicts that future creators will no longer write for humans, but for AI agents, as AI can better personalize knowledge delivery to each reader. To put this philosophy into practice, he even open-sourced a minimalist reading tool called **reader3**, allowing you to easily adopt this efficient learning method. Go [download and experience on GitHub - (AI News)](https://github.com/karpathy/reader3)! 📖<br/>![AI News: Andrej Karpathy's Shared AI Reading Habits](https://source.hubtoday.app/images/2025/11/news_01kabq1h8ged58nykr2ee8sr78.avif)
### Top Open Source Projects
1. **Elon Musk** isn't just building rockets this time; he's constructing a "digital ark" for human civilization! 🌌 He announced that **Grokipedia**, an AI encyclopedia, will be open-sourced and etched for launch into space. Hailed as a "modern Library of Alexandria," this project aims to prevent the loss of human knowledge due to civilizational collapse through **multi-planetary backup**, even planning a future rename to "Galactic Encyclopedia" in homage to *Foundation*. While its current entry count can't rival Wikipedia, this grand narrative undoubtedly secures xAI a cultural high ground in the "AI + Space" race. Click to [Read Report: (AI News)](https://www.aibase.com/zh/news/22929) for a deep dive.<br/>![AI News: Grokipedia Space Project](https://source.hubtoday.app/images/2025/11/news_01kaea57xef43r26eta2sfmj89.avif)<br/>
2. **PlayCanvas Engine**, boasting 12.3k stars on GitHub, is here to help you build stunning graphics effects on the web that rival native applications! ⭐ This powerful graphics runtime is built on cutting-edge technologies like **WebGL, WebGPU, and WebXR**. It lets developers easily create interactive 3D applications and games, from immersive AR experiences to complex physics simulations, all running smoothly in the browser. For developers eager to unleash unlimited creativity on the web, PlayCanvas is undoubtedly the magic engine that can turn imagination into reality! ✨
3. **Milvus**, currently boasting a whopping 39.5k stars on GitHub, is the cloud-native vector database born to manage the universal language of the future: vectors! 🚀 In the AI era, data isn't just text and numbers anymore. It's specifically designed for large-scale **vector similarity search**, capable of efficiently processing the massive vector data generated by AI models. Milvus is a core cornerstone for large models to achieve long-term memory, build recommendation systems, and enable image retrieval applications. You could say Milvus is the "hippocampus" for AI applications, helping them quickly find connections in the ocean of information, making intelligence truly usable and searchable. 🧠
### Social Media Shares
1. Rumor has it, the model card for **Gemini 3** has leaked, and its performance scores are said to have topped all charts, far ahead of all rivals! From the leaked file screenshots, it appears Google is about to unleash a "game-changer," poised to redefine the ceiling for large models. Spectators are already getting their popcorn ready for this impending battle of kings. Click [here to view the leaked file - (AI News)](https://mypikpak.com/s/VOeLhrmFO4AvrPt-_bLAHoduo2). 🍿<br/>![AI News: Leaked Gemini 3 Model Card](https://source.hubtoday.app/images/2025/11/news_01kabq1nymffzam91wrr4bgvx0.avif)
2. Want to gain Twitter followers fast? One netizen has summarized a simple, blunt, yet incredibly effective "three-step secret formula." Step one: Join a highly prominent AI company. Step two: Become the company's market spokesperson. Step three: Consistently post one tweet daily featuring the brand's name. See? Logan Kilpatrick from Google used this method to gain over 200,000 followers in two years, and even boosted the company's market cap along the way. Have you mastered this [social media growth "mindset" - (AI News)](https://x.com/Yangyixxxx/status/1990669980229382648)? 📈
3. The great truth is simple: a minimalist text file named **llms.txt** perfectly illustrates how to communicate effectively with large models. Through extremely concise content, it demonstrates the core ideas of information layering, token saving, and efficient retrieval, leading people to realize with a flash: complex technology isn't always needed. As netizens put it, by returning to first principles and giving LLMs just the right information, they can handle everything themselves. Click [here to view this magical file - (AI News)](https://www.better-auth.com/llms.txt). ✨
4. A well-known blogger sharply pointed out that in today's world, the only countries truly boasting large-scale entrepreneurial vitality seem to be the U.S. and China. He believes that entrepreneurial projects in other countries are more like "government-showcase amateur hobbies" lacking funding and scaling potential, struggling to form a true industry ecosystem. While this view might be a bit absolute, it has sparked deep reflection on the future concentration of global wealth and innovation power further toward these two nations. 🌎
5. Developers, listen up! The cutting-edge large models have stealthily snuck into your editor. According to [a social media update (AI News)](https://x.com/op7418/status/1990766268547543460), the legendary **Gemini 3.0 Pro Preview** has now landed in **Cursor**! You can unlock it by simply disabling custom API keys and adding the new model. This means your coding buddy just got a serious upgrade, and your coding speed might just catch up to light speed. 🚀
![AI News: Setting up Gemini 3.0 in Cursor](https://source.hubtoday.app/images/2025/11/news_01kabqdtbfepcaey7388y0p7xy.avif)
1. **An LA filmmaker's AI-powered "cinematic universe"** is now a thing, with his mockumentary series "Unsolved Mysteries" blowing up online and being hailed as "the first reliable narrative work of the AI era"! 🎬 The filmmaker, single-handedly using AI tools, crafted this universe. In the series, aliens earnestly study extinct human civilization, hilariously misunderstanding behaviors like fitness and rugby. All characters and scenes are generated by tools like **Midjourney and Runway**. This case powerfully refutes the notion that "AI content is trash," proving that when AI tools combine with human creativity and storytelling skills, imaginative and soulful works of art can be born. Go check out the [In-depth Report: (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652646732&idx=3&sn=dd7b3ca316363fd4edc84e62ebb9190d) to see for yourself!
2. **Gemini 3 prompt engineering best practices** are here to help you stop struggling to write high-quality **Gemini 3** prompts! Time to check out this fresh-off-the-press guide, and the core secret is: less lecturing, more logic! 💡 The [Blog Original: (AI News)](https://www.philschmid.de/gemini-3-prompt-practices) points out that Gemini 3 prefers precise, structured instructions. Forcing the model to first "self-critique" and "decompose tasks" can significantly boost output quality. Furthermore, using tags like XML or Markdown to clearly define instructions and data, and giving the agent "persistence commands" to self-correct after tool call failures, are all key techniques to tame this performance beast. 🦁<br/>![AI News: Gemini 3 Prompt Engineering](https://source.hubtoday.app/images/2025/11/news_01kaea5cmpebxb9g0htpxph5xr.avif)<br/>
3. **Gemini 3 as a real-time teleprompter** means you'll never be awkwardly silent again when recording videos! ✨ Gemini 3 can become your personal podcast host, providing real-time script prompts. A developer built a video recording tool with Gemini 3, where the AI dynamically generates next topics or questions based on what you're saying, like having a gold-standard producer by your side. This application cleverly leverages Gemini's native camera integration capabilities, showcasing AI's immense potential in boosting personal creative efficiency. Go feel the magic at the [Original Post Link: (AI News)](https://x.com/wwwgoubuli/status/1991088381846286478).<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kaea6qvaeq287g4ryvh8rdre.mp4" controls="controls" width="100%"></video><br/>
4. **Wharton Professor Ethan Mollick on AI development speed** perfectly nails the current AI development paradox: We're in a "boiling frog" era of technological explosion, making it hard to accurately grasp its true speed 🐸. With major models now releasing updates monthly, each one feels like just an "**incremental improvement**." However, if you stretch that timeline to **6-8 months**, you'd find AI's capabilities have undergone earth-shattering changes. This cognitive dissonance plagues both insiders and outsiders; the former are numb from keeping up too closely, while the latter are slow to react from only occasional use. Click to [Original Article: (AI News)](https://x.com/emollick/status/1990999847923593239) for more.<br/>![AI News: AI Technology Development Curve](https://source.hubtoday.app/images/2025/11/news_01kaea77fne5gr8ywnq07hqj8h.avif)<br/>
5. **Gemini 3 hailed as a "world model"** has social media exploding with fervent discussions, with some netizens even directly calling it a "**world model**" and predicting that the upcoming nano banana 2 and Gemini Flash 3 will bring even greater shocks! 💥 This exhilarating atmosphere reflects the community's high recognition of Google's latest model achieving a huge leap in multimodal understanding and reasoning capabilities. It seems the "AI arms race" has entered a new high tide, with every tech enthusiast holding their breath for the next disruption. The [Original Link: (AI News)](https://x.com/Gorden_Sun/status/1990996198120206554) is here.
6. **The Youware team's `gemini3.com` domain strategy** pulled off a textbook "genius move"! 💰 What's a top-tier AI growth hack? They bought the `gemini3.com` domain two months in advance, then raked in massive organic search traffic on the very night Google released **Gemini 3**! This case perfectly illustrates how deep insight into tech trends can be converted into real growth leverage, with their unconventional and forward-thinking approach earning rave reviews. This isn't just trend-chasing; it's the ultimate embodiment of the idea that "**model launch equals traffic dividend**." Go [Read Original Post: (AI News)](https://m.okjike.com/originalPosts/691d422d00d70434f5f8d286) to learn about this maneuver.<br/>![AI News: Youware Website Traffic Screenshot](https://source.hubtoday.app/images/2025/11/news_01kaea7axhe54scq1d6dawaah8.avif)<br/>
7. **Cloudflare's major outage was caused by a seemingly innocent SQL query** and a **hardcoded limit of 200 features**—a real-life "butterfly effect" in action! 🐛 A netizen conducted a detailed technical review of the incident, pointing out that a permission upgrade unexpectedly doubled the query results, busting through the anti-crawler module's memory limit and triggering a global chain reaction of crashes. The entire troubleshooting process even went off track for a bit because the status page was also down, leading to an initial misdiagnosis of a DDoS attack. This story teaches us that even the most complex systems can be brought down by the most basic oversight. Click [Technical Analysis: (AI News)](https://mp.weixin.qq.com/s/odvIFW4RHFlqTxGAK_oEIg) to get the full scoop.<br/>![AI News: SQL Code that Caused Cloudflare Outage](https://source.hubtoday.app/images/2025/11/news_01kaea7f6nf6jvcwcy00s4zrev.avif)<br/>
8. **Achieving stable visual styles with Midjourney + LLMs** is the trick! 🧑‍🎨 Stop tearing your hair out over **Midjourney's** "black box"! A pro just shared an elegant workflow for collaborating with AI to generate stable visual styles, and the secret is using an LLM as your "design strategist" first! The core idea is to deeply communicate your design philosophy, style preferences, and mood board with large models like ChatGPT, letting it help you construct structured, logically clear prompts before feeding them to Midjourney. This "**LLM handles structure, MJ handles aesthetics, and you handle taste**" division of labor effectively reduces randomness, transforming AI from an unpredictable artist into a design partner who truly understands you. Head to [View Original Post: (AI News)](https://www.reddit.com/r/artificial/comments/1p0l8ke/build_your_own_visual_style_with_llms_midjourney/) to learn this trick.
9. **A developer tests Gemini 3 + Google Antigravity to recreate *Her* OS** and posed a super creative test: use three lines of prompts to recreate the operating system from the movie *Her* in one go! 😲 A developer, simultaneously trying out the newly released **Gemini 3** and the **Google Antigravity** editor, found that amazingly, this AI coding partner actually started attempting to generate the entire application code "in a single shot," showcasing powerful code generation and comprehension abilities. This "one-shot" development experience made the developer feel the immense potential of AI-assisted programming, as if scenes from science fiction movies are becoming reality. Quick, go check out this fascinating experiment at the [Post Link: (AI News)](https://x.com/raizamrtn/status/1990818993339576602)!<br/>![AI News: Google Antigravity Code Generation Test](https://source.hubtoday.app/images/2025/11/news_01kaea7n56f1j8z5k7sj7sbskg.avif)<br/>
---
## **AI News Daily Audio Version**
## **AI News Daily Audio Edition**
| **Xiaoyuzhou** | **Douyin** |
| 🎙️ **Laisheng Speakeasy** | 📹 **Self-Media Account** |
| --- | --- |
| [Lai Sheng Xiao Jiu Guan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjMEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Little Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| [Laisheng Speakeasy](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Speakeasy](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Hub](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -4,20 +4,25 @@ type: about
sidebar:
exclude: true
---
#### HeXi 2077 / justlovemaki
#### Hey there! I'm Hexi 2077 / justlovemaki 👋
I've been coding for a decade, but felt something was missing. Now, with the AI revolution kicking off, I'm ready to dive in headfirst and make some waves!
A decade of code, fingers often cold,
Unspoken ambitions, stories untold.
Then AI's thunder, a wild, new beat,
I'm diving in, for a challenge, so sweet!
#### My Coding Philosophy
#### My Code Philosophy 🚀
Technology serves the people. 👍
Technology for the people! 💖
#### Featured Projects
#### My Cool Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**: This project? It's an AI image generation script, totally powered by Cloudflare Workers. Pretty neat, huh?
* **[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, all thanks to Cloudflare Workers. Every single day, it dishes out the freshest AI insights think industry news, hot open-source projects, cutting-edge academic papers, and even what tech bigwigs are buzzing about on social media. 🧠
* Wanna see more cool stuff? Peep my [GitHub](https://github.com/justlovemaki)!
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* AI Image Generation Script: This bad boy's built on Cloudflare Workers!
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* Content Aggregation & Generation Platform: Powered by Cloudflare Workers, this platform is your daily dose of AI awesomeness! It curates the latest industry news, trending open-source projects, cutting-edge academic papers, and insights from tech influencers. 🤯
* Wanna see more? Check out my [GitHub](https://github.com/justlovemaki)!
#### Current Explorations
#### What I'm Exploring Right Now 🌱
I'm super into LLM applications and website SEO right now, diving deep into learning and hands-on practice. It's an exciting journey! 🚀
LLM applications & website SEO: Seriously hyped about these! I'm totally diving deep into learning and getting my hands dirty with practice. Let's go! 🔥

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---
title: 11-19-Daily AI News Daily
slug: google-ai-coding-ide
description: ''
date: 2025-11-19 15:32:00
draft: false
comments: true
tags:
- Google Antigravity 是什么
- AI 编程
- Gemini 3.0 编程
- Google 新编程工具
- AI 开发环境
linkTitle: 11-19-Daily
---
Google's latest demo video totally just blew my mind. I'd been collecting a few things to talk about, planning to save them for later, but I simply couldn't hold back. Had to jot these thoughts down ASAP before they slipped away.
**Google Antigravity**, something DeepMind quietly unveiled a couple of days ago, has made quite a stir.
**Antigravity** initially comes off as an IDE (Integrated Development Environment), but the more I checked it out, the more I realized something was different. This tool doesn't quite feel like the Cursor or Copilot we're using now. Instead of just handing me a faster 'gun,' it feels like it's given me a capable 'spotter' to back me up.
So, I'll walk you through my thought process from watching the demo and share what's so cool about this thing.
## The UI is Kinda Wild, But I'm Game
I was honestly a bit confused when I first opened the video.
**Antigravity** totally breaks the mold of what we expect from an IDE. Instead of the usual left-side file tree and right-side code editor, it's rolled out three core interfaces, which it calls 'Three Surfaces'.
Beyond the familiar **Editor**, **Antigravity** also shoves in an **Agent Manager** and a **Browser**.
> Chrome is directly embedded in the IDE? Seriously? Isn't that just asking for memory to explode? 🤯... Then again, Chrome is Google's baby, so a deep integration totally makes sense.
The **Agent Manager** is pretty neat. You can actually see several AI agents doing their thing not just one, but a whole crew. You can tell one to crank out backend code and another to whip up some designs.
The built-in **Browser** isn't just for you to preview web pages. Here's the wild part: **it's for the AI.**
Once the AI's code is up and running, the AI itself takes control of that browser, clicking buttons, typing text, and scrolling pages just like a human tester. Honestly, watching the AI interact with its own self-written webpages gives you that heartwarming 'my kid finally learned to dress themselves' kind of feeling.
## Don't Ask, It's "Fully Automatic"
Most current AI programming tools still rely on that back-and-forth chat: 'help me write a function,' 'fix this bug for me,' and so on.
**Antigravity**, get this, has an **Auto mode**.
With this mode on, the AI just goes wild. If it figures it needs to install dependencies, it'll run terminal commands on its own. Needs to create a file? Done. It won't stop at every single step to ask you, 'Hey boss, mind if I run `npm install`?'
Of course, the video did mention it'll still ping you for sensitive operations.
> Right now, I'm at the point where I'm sometimes too lazy to even type a prompt. This 'I'll just watch and not lift a finger' vibe is seriously kinda sweet. As long as it doesn't go deleting my libraries, alright?
**Antigravity** also supports **multi-task parallelism**. In the demo, the presenter was having the AI write a backend API while simultaneously firing up a new conversation to get it to design a logo. Both tasks happened at the same time, without skipping a beat. Now *that's* what a multi-core CPU is made for!
## No More "Black Box": It Actually Writes Reports
What's everyone's biggest fear when using AI to code? It's getting a bunch of gibberish that won't run and is a total nightmare to debug.
**Antigravity** introduces a system called **Artifacts** here, and I think this idea is seriously on point.
Before getting to work, **Antigravity** will first lay out a **Task List**, telling you its game plan, step-by-step.
Then, listen up, it'll whip up an **Implementation Plan**. It's like it hands you a technical proposal doc first, and only when you give the green light does it actually get its hands dirty.
The coolest thing is that after it's done working, **Antigravity** generates a **Walkthrough** report.
> My Leader used to constantly hound me for daily reports. Now, get this, the AI writes my daily reports for me. What a time to be alive!
This report doesn't just show what code it changed; it even includes screen recordings! Remember that built-in browser I mentioned? It records its *own* testing process for you to watch: 'See? I typed in the flight number, clicked search, and boom, results popped up, all good.'
This totally puts your mind at ease.
## Paired with Gemini 3.0, It's Seriously Smart
**Gemini 3.0**, Google's latest model, is the brains behind all this.
The 'Flight Tracker' demo in the video really shows off what it can do.
To get the data sorted, the AI actually went and hunted down the "Aviation Stack API" docs all by itself. It didn't just pull a URL out of thin air; it genuinely *read* the documentation, and even ran a `curl` command in the terminal to verify the API Key and check out the data structure. How wild is that?
It even generated the logo right there using the Nano Banana model and casually tossed it into the project. And get this: it even integrated the flight info into Google Calendar at the end.
This isn't just code completion, folks. This is a full-blown 'digital employee' that's got the chops of a junior full-stack engineer, a test engineer, *and* a UI designer all rolled into one.
## It Even Handles My Commit Messages
Finally, here's another feature that totally hit a nerve for me: **Context-Aware Commit**.
When I usually commit code, my Commit Messages are often those super unhelpful words like `update`, `fix`, or `wip`.
Because **Antigravity** watches everything you (and it) do from start to finish, it can automatically whip up super detailed and accurate Git commit messages based on the context.
> This feature is an absolute lifesaver for anyone with OCD. Though, I gotta wonder, will it feel a bit strange seeing Git Logs full of AI's 'voice' down the line? 🤔
---
Anyway, after checking out that entire demo, my takeaway is that Google totally came prepared this time.
**Antigravity** teamed up with **Gemini 3.0** — the vision it's pushing isn't just about 'helping you type characters' anymore. It's about 'getting stuff done for you.' From understanding requirements, digging through docs, writing code, whipping up assets, running tests, and finally committing code — this end-to-end service really has some serious chops.
Alright, since you've made it this far, if you found this tech share pretty interesting, why not hit that **follow** and **like** button? Let me know there are plenty of fellow enthusiasts out here who love messing around with new toys! 👋

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exclude: true
---
# Contact Me
# Contact Me 👋
I'm super keen to hear from you! 👇 Whether you've got questions, collaboration ideas, or need support, just hit me up using the methods below.
When it comes to getting in touch, I'd absolutely love to hear your thoughts and suggestions! If you've got any questions, brilliant partnership ideas, or just need some support, hit me up via the methods below.
I promise to get back to your emails ASAP. 🚀
Regarding replies, I promise to get back to your emails ASAP. 🚀
---
## **How to Reach Me**
## **How to Reach Out**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **WeChat:**
* **Personal WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="My WeChat" subtitle="Let's 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:**
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends and public holidays are off-limits, sorry!)
* (Weekends & public holidays are for chilling!)

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---
# Privacy Policy
*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 outlines our policies and procedures for collecting, using, and disclosing your information when you use the Service. It also spills the beans on your privacy rights and how the law has your back! 🛡️
We use your personal data to provide and improve the Service. By using the Service, you agree to our collection and use of information in accordance with this Privacy Policy.
We're all about using your personal data to provide and improve this Service. By hopping on board and using the Service, you're agreeing to our collection and use of information as described in this Privacy Policy.
## Interpretation and Definitions
### Interpretation
Capitalized words 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.
Words capitalized in the following conditions have meanings defined below. 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:
- **Account** means a unique account created for you to access our Service or parts of our Service.
- **Account** refers to a unique account created for you to access our Service or parts of our Service.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for election of directors or other managing authority.
- **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 election of directors or other managing authority.
- **Company** (referred to as "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.
- **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.
- **Country** refers to: California, United States.
- **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 device 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 that relates to an identified or identifiable individual.
- **Service** refers to the Website.
- **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, either generated by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service, as applicable.
- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service, as applicable.
## Collecting and Using Your Personal Data
### Types of Data Collected
#### Personal Data
When using our Service, we may ask you to provide us with certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but is not limited to:
When you're using our Service, we might ask you to give us some personally identifiable information that we can use to contact or identify you. This personal identifiable information could include, but isn't limited to:
- Email address
- Usage Data
- Email address
- Usage Data
#### Usage Data
Usage Data is collected automatically when using the Service.
Usage Data is automatically collected when you use the Service.
Usage Data may include information such as your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
Usage Data might include your device's Internet Protocol address (like an 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 via a mobile device, we might automatically collect certain info. This includes, but isn't 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 may also collect information that Your browser sends whenever You visit our Service or when You access the Service by or through a mobile device.
We might also collect information that your browser sends whenever you visit our Service or when you access the Service through a mobile device.
### 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 keep an eye on activity on our Service and stash away certain information. The tracking technologies we use include beacons, tags, and scripts, which help us collect and track info, plus improve and analyze our Service. The tech we use might include:
- **Cookies or Browser Cookies.** A Cookie is a small file placed on Your Device. You can 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 or Browser Cookies**: A Cookie is a tiny file placed on your Device. You can tell your browser to ditch all Cookies or to give you a heads-up when a Cookie is being sent. However, if you don't accept Cookies, you might not be able to use some parts of our Service. Unless you've tweaked your browser setting to refuse Cookies, our Service might just use them!
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.
- **Web Beacons**: Certain sections of our Service and our emails might contain small electronic files called web beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These snazzy files let the Company, for example, count users who have hit those pages or opened an email, and for other related website stats (like noting the popularity of a certain section and verifying system and server integrity).
We use both Session and Persistent Cookies for the purposes set out below:
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies chill on your personal computer or mobile device even when you go offline, while Session Cookies vanish the moment you close your web browser. Poof! 💨
- **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.
We use both Session and Persistent Cookies for the following purposes:
- **Cookies Policy / Notice Acceptance Cookies**
- **Type:** Persistent Cookies
- **Administered by:** Us
- **Purpose:** These Cookies identify if users have accepted the use of cookies on the Website.
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are absolutely crucial to give you the services available through the Website and to let you use some of its cool features. They help authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services you've asked for simply can't be provided, and we only use these Cookies to deliver those services to you.
- **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.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies figure out if users have given the thumbs-up to the use of cookies on 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.
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies help us remember the choices you make when you use the Website, like recalling your login deets or language preferences. The whole point of these Cookies is to give you a more personalized experience and save you the hassle of re-entering your preferences every single time you use the Website.
For more information about the Cookies we use and your options regarding Cookies, hit up 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:
The Company might use Personal Data for the following purposes:
- **To provide and maintain our Service**, including monitoring the usage of our Service.
- **To manage Your Account**: to manage Your registration as a user of the Service. The Personal Data You provide can give You access to different functionalities of the Service that are available to You as a registered user.
- **For the performance of a contract**: the development, compliance and undertaking of the purchase contract for the products, items or services You have purchased or of any other contract with Us through the Service.
- **To contact You**: To contact You by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products or contracted services, including 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 provide and maintain our Service**, including keeping an eye on how our Service is being used.
- **To manage Your Account**: This involves managing your registration as a user of the Service. The Personal Data you provide gives you access to various functionalities of the Service that are available to you as a registered user.
- **For the performance of a contract**: To develop, comply with, and undertake the purchase contract for the products, items, or services you've bought, or any other contract with Us through the Service.
- **To contact You**: We might reach out to you via email, telephone calls, SMS, or other equivalent forms of electronic communication (like push notifications from a mobile app). This is for updates or informative communications related to functionalities, products, or contracted services, including security updates, when it's necessary or reasonable.
- **To provide You with news**, special offers, and general info about other goods, services, and events that we offer and that are similar to those you've already purchased or enquired about, unless you've opted not to receive such information.
- **To manage Your requests**: To attend to and manage your requests to Us.
- **For business transfers**: We might use your info to evaluate or carry out a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets. This could be as a going concern or as part of bankruptcy, liquidation, or similar proceedings, in which Personal Data held by Us about our Service users is among the assets transferred.
- **For other purposes**: We might use your info for other purposes like data analysis, spotting usage trends, figuring out how effective our promotional campaigns are, and to evaluate and improve our Service, products, marketing, and your overall experience.
We may share Your personal information in the following situations:
We might share your personal information in these scenarios:
- **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 info with Service Providers to monitor and analyze the use of our Service, and to get in touch with You.
- **For business transfers**: We may share or transfer your personal information during, or in anticipation of, any merger, sale of Company assets, financing, or acquisition of all or a portion of our business by another company.
- **With Affiliates**: We may share your info with our Affiliates, in which case we'll require those Affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us.
- **With business partners**: We may share your info with our business partners to offer you certain products, services, or promotions.
- **With other users**: When you share personal info or otherwise interact in public areas with other users, that info might be viewable by all users and could be publicly distributed outside.
- **With Your consent**: We may spill your personal info 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 only keep your Personal Data for as long as it's needed for the purposes outlined in this Privacy Policy. We'll retain and use your Personal Data to the extent necessary to fulfill our legal obligations (for example, if we need to hang onto your data to comply with applicable laws), sort out disputes, and enforce our legal agreements and policies.
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally 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 time periods.
The Company will also hang onto Usage Data for internal analysis. Usage Data is generally kept for a shorter period, unless it's used to beef up the security or improve the functionality of our Service, or if we're legally bound to keep 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) gets processed at the Company's operating offices and in any other spots where the parties involved in the processing are located. This basically means that your info might be transferred to — and maintained on — computers located outside of your state, province, country, or other governmental jurisdiction, where data protection laws could differ from those in your jurisdiction.
Your consent to this Privacy Policy followed by Your submission of such information represents Your agreement to that transfer.
By agreeing to this Privacy Policy and submitting such information, you're giving a thumbs-up 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 reasonably necessary steps to ensure your data is treated securely and in line with this Privacy Policy. We won't transfer your Personal Data to any organization or country unless there are adequate controls in place, including the security of your data and other personal 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.
### Deleting Your Personal Data
You have the right to delete or request that we help delete the Personal Data we've collected about you.
Our Service may give You the ability to delete certain information about You from within the Service.
Our Service might give you the ability to delete certain info about yourself right 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 can always log in to Your Account (if you have one) and hit up the account settings section that lets you manage your personal info to update, modify, or delete your information. You can also reach out to us to request access to, correct, or delete any personal information you've given us.
Please note, however, that We may need to retain certain information when we have a legal obligation or lawful basis to do so.
But hey, keep in mind, we might need to hang onto certain info when we have a legal obligation or a lawful basis to do so.
### Disclosure of Your Personal Data
#### Business Transactions
If the Company is involved in a merger, acquisition, or asset sale, Your Personal Data may be transferred. We will provide notice before Your Personal Data is transferred and becomes subject to a different Privacy Policy.
If the Company gets involved in a merger, acquisition, or asset sale, your Personal Data might get transferred. We'll give you a heads-up before your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law enforcement
Under certain circumstances, the Company may be required to disclose Your Personal Data if 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 might have to spill your Personal Data if required by law or in response to valid requests by public authorities (like 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
- Protect the personal safety of Users of the Service or the public
- Protect against legal liability
The Company may disclose your Personal Data in good faith, believing that such action is necessary to:
- Stay compliant with a legal obligation
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing related to the Service
- Protect the personal safety of Service users or the public
- Shield against legal liability
### Security of Your Personal Data
The security of Your Personal Data is important to Us, but remember that no method of transmission over the Internet, or method of electronic storage is 100% secure. While We strive to use commercially acceptable means to protect Your Personal Data, We cannot guarantee its absolute security.
The security of your Personal Data is super important to us! However, please remember that no method of transmission over the Internet or method of electronic storage is ever 100% secure. While we totally strive to use commercially acceptable means to protect your Personal Data, we just can't 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 isn't aimed at anyone under the age of 13. We don't knowingly collect personally identifiable information from anyone under 13. If you're a parent or guardian and you know that your child has provided us with Personal Data, please get in touch with us. If we figure out that we've collected Personal Data from anyone under the age of 13 without verifiable parental consent, we'll take steps to delete that info 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.
If we need to lean on consent as a legal basis for processing your information, and your country requires consent from a parent, we might ask for 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 might contain links to other websites that we don't operate. If you click on a third-party link, you'll get whisked away to that third-party's site. We seriously recommend you check out 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.
We have zero 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.
## Changes to This Privacy Policy
We might update our Privacy Policy from time to time. We'll give you a heads-up about any changes by posting the new Privacy Policy right here 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.
Before the changes actually kick in, we'll let you know via email and/or a prominent notice on our Service, and we'll update the "Last updated date" at the top of this Privacy Policy.
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.
We totally recommend you review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they're posted on this page. 🔄
## Contact Us
If you have any questions about this Privacy Policy, You can contact us:
Got any questions about this Privacy Policy? Feel free to hit us up:
- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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Hey there! Welcome to **ai.hubtoday** (which we'll call 'the Site' or 'we' from now on). Before you dive into using our services, please take a moment to read these Terms of Service. By just visiting or using the Site, you're totally agreeing to and accepting these terms. 😉
Hey there! 👋 Welcome to **ai.hubtoday** (hereinafter "the Site" or "We"). Before you jump into our services, please take a moment to carefully read these Terms of Service. By accessing or using the Site, you're agreeing to and accepting these terms. Let's make sure we're all on the same page! 😊
## 1. Service Overview
The Site offers users paid subscription content and membership services. Think blog posts, exclusive resources, e-books, and community interaction, to name a few. Heads up, some content is only accessible to our awesome subscribers! 🌟
**The Site** offers users paid subscription content and membership services, such as blog posts, exclusive resources, e-books, and community interaction. Some content is exclusively for subscribers. ✨
## 2. User Registration & Accounts
- Users need to provide a valid email address and set up a password to register for an account. Easy peasy! 👍
- Users are responsible for the security of their accounts and all activities that happen under them. Seriously, **no transferring or sharing** your account—that's a big no-no! 🚫
- The Site reserves the right to **suspend or terminate** a user's account if they ever violate these terms. Just sayin'! ⚠️
* **Users** are required to provide a valid email address and set a password for account registration.
* **Users** are responsible for their account's security and all activities; transferring or sharing accounts is strictly **forbidden**! 🙅‍♀️
* **The Site** reserves the right to **suspend or terminate** a user's account in the event of a violation of these terms.
## 3. Paid Subscription Services
- Subscription services are billed on a monthly/annual basis. Don't worry, all fees are clearly laid out on the checkout page before you commit. 💸
- All payments are processed securely through third-party payment platforms like Stripe or PayPal. P.S. The Site never stores your payment information—your privacy is key! 🔒
- Subscriptions will **automatically renew**, so keep that in mind! Make sure to cancel before your current billing cycle ends if you want to stop. 🗓️
- Our **14-day refund policy** is pretty sweet: If you're a first-time subscriber and not stoked with our service, you can request a full refund within 14 days of your purchase. Just hit us up via the contact email at the end of these terms and tell us why you're not happy. Each user gets one shot at a refund. After 14 days, or if it's not your first rodeo with us, payments are generally **non-refundable**, unless the law absolutely says otherwise. Fair warning! 💸🔙
* **Subscription services** are billed on a monthly/annual basis, with fees clearly displayed on the checkout page. No hidden surprises! 💰
* **All payments** are processed via third-party platforms (like Stripe, PayPal); the Site will never store your payment information. Your security is our priority. 🛡️
* **Subscriptions** will **auto-renew** unless you cancel prior to the end of the current billing cycle. Don't forget to mark your calendar if you want to stop! 🗓️
* **Our 14-Day Refund Policy** allows first-time subscribers to request a full refund within 14 days from the purchase date if they are unsatisfied with the service. Just reach out to us via the email provided at the end of these terms and explain your reason for the refund. Each user is eligible for one refund only. For purchases made beyond 14 days or by non-first-time subscribers, **no refunds** will be issued after payment unless legally mandated. We want you to be happy with your choice! 👍
## 4. Content Usage & Intellectual Property
- All original content is **copyrighted by the Site (hubtoday)**. That means you can't copy, reproduce, or use it for commercial purposes without our permission. Capiche? ©
- Users only get a **non-exclusive, non-transferable right to access** our content, purely for personal learning and reading. No sharing your login, folks! 📚
- For commercial use or if you plan to cite us extensively, please reach out to the Site to get proper authorization. We're usually pretty chill, just ask! 📧
* **All original content** is **copyrighted by the Site (hubtoday)**; unauthorized copying, reproduction, or commercial use is strictly prohibited. Let's respect intellectual property! 🚫
* **Users** are granted only **non-exclusive, non-transferable access rights** for personal learning and reading.
* **For commercial use or extensive citation**, please contact the Site to obtain authorization. We're happy to discuss! 😊
## 5. User Conduct Guidelines
- **It is strictly prohibited** to upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Let's keep things positive and respectful, alright? 🙏
- It is also **strictly prohibited** to use technical means to bulk download, crawl, or crack our member-exclusive content. Seriously, play fair! 🙅‍♀️
- The Site has the right to remove inappropriate content and **ban any violating users**. We're not messing around here! 🚫🔨
* **Users** are **prohibited** from uploading, publishing, or disseminating any illegal, harassing, false, offensive, or rights-infringing content. Keep it clean and respectful, folks! 🙏
* **Users** are **prohibited** from using technical means to bulk download, scrape, or crack member content. Play fair! 🚫
* **The Site** reserves the right to remove inappropriate content and **ban violating users**. We're serious about maintaining a positive community. 🚨
## 6. Service Changes & Interruptions
- We reserve the right to change, suspend, or terminate any part or all of our services at any time, without giving you prior notice. Just a heads up! 🔄
- The Site **will not be held liable for compensation** if content becomes temporarily inaccessible due to force majeure, server failures, or third-party service interruptions. Sometimes, stuff just happens beyond our control! 🤷‍♀️
* **We** reserve the right to change, suspend, or terminate part or all of our services at any time, without prior notice. Think of it as evolving! 🚀
* **The Site** **bears no liability for compensation** if content becomes temporarily inaccessible due to force majeure, server failure, or third-party service interruptions. Sometimes things are just out of our control! 🤷‍♀️
## 7. Disclaimer
- The information provided by the Site is for reference only and **does not constitute** any professional advice (like financial, legal, or medical, for example). Always consult a pro for that! 🚨
- The Site **is not responsible** for any direct or indirect losses users might incur from using our content or services. Just keeping it real! 🛑
* **Information provided by the Site** is for reference only and **does not constitute** any professional advice (e.g., financial, legal, medical). Always consult a pro for that! 🧑‍💼
* **The Site** **is not responsible** for any direct or indirect losses users incur from using our content or services. Use your best judgment! 🤔
## 8. Governing Law
- These Terms of Service are governed by and interpreted in accordance with the laws of the State of California, USA, without regard to its conflict of law principles. So, California law rules! 🇺🇸⚖️
- Any disputes arising from or related to these terms should first be resolved through friendly negotiation between us. If that doesn't work out, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California. Let's try to be friends first, though! 🤝
* **These Terms of Service** are governed by and construed in accordance with the laws of the State of California, USA, without regard to its conflict of law principles. Keeping things legally clear! ⚖️
* **Any disputes** arising from or related to these terms shall first be resolved through friendly negotiation; if negotiation fails, you agree to submit to the exclusive jurisdiction of the courts in Santa Clara County, California. Let's try to talk it out first, okay? 🤝
## 9. Contact Us
- If you have any questions about these terms, feel free to reach out to us using the info below. We're here to help! 👇
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
* **For any questions** about these terms, please contact us via: We're here to help! 💬
* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)