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---
linkTitle: 10-23-Daily
title: 10-23-Daily AI News Daily
weight: 9
breadcrumbs: false
comments: true
description: Perplexity, the new star in AI search, has officially made its flagship
product, the Comet Browser, aiming to redefine the internet experience, available
to .
---
## AI News Daily 2025/10/23
> AI News | Daily Brief | Web Data Aggregation | Cutting-Edge Science | Industry Voices | Open Source Innovation | AI & Humanity's Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Our Community 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
### Today's Summary
```
Tencent released and open-sourced the Hunyuan World Model 1.1, which supports second-level 3D scene generation from videos or images.
Google launched its next-gen learning platform, Google Skills, designed to systematically cultivate AI and cloud expertise.
In industry news, OpenAI is reportedly secretly advancing 'Project Mercury' to train financial AI models.
Meanwhile, over 800 public figures, including the 'Godfather of AI,' co-signed an open letter calling for a ban on the development of superintelligent AI.
A new vulnerability has been discovered in the security domain, where attackers can manipulate AI browsers using invisible prompt injection.
```
### COMET Browser Recommendation
1. Perplexity, the new star in AI search, has officially made its flagship product, the [**Comet Browser**, aiming to redefine the internet experience](https://perplexity.ai/comet), available to everyone for free. Comet Browser is more than just a browser; it's a bold rebellion against today's internet, which is full of purchase funnels and stifles curiosity. Perplexity believes chatbots are old news, so they're building you a 24/7 personal AI assistant team 🚀 with **Comet Assistant**, **Email Assistant**, and their brand-new **Background Assistants** platform. With these initiatives and partnerships with **Comet Plus** content publishers, Perplexity is trying to transform the internet from a digital yellow pages back into a knowledge sanctuary that sparks human curiosity 🤔.
2. Want a month of Perplexity Pro for free? Simply [use this link to download Comet and get 1 month of Pro membership](https://pplx.ai/justlikema97870): https://pplx.ai/justlikema97870. Download Comet, log in to your account, and just ask at least one question with Comet to snag your free month of Perplexity Pro membership!!!
### Product & Feature Updates
1. Tencent's **Hunyuan World Model 1.1** has been released and open-sourced, making it possible for everyday users to generate professional-grade 3D scenes in seconds — a true "3D reconstruction magic wand!" The new version supports input from videos or multiple images, uses a pure feed-forward architecture, and completes inference in just 1 second on a single GPU, which is mind-blowing efficiency. As its [Official Introduction (AI News)](https://3d-models.hunyuan.tencent.com/world/) states, this technological breakthrough is all about transforming professional 3D reconstruction into a universally accessible tool for everyone 🔥.<br/>![AI News: Hunyuan World Model 1.1 Demo](https://source.hubtoday.app/images/2025/10/news_01k869h8tsfq3b76cd5zbvrdcg.avif)
2. Google just launched its next-gen learning platform, **Google Skills**, designed to help developers and tech pros systematically master AI and cloud skills think of it as a "digital gym for the AI era" 💪! This platform emphasizes "hands-on practice" and offers a three-tier certification system, from introductory certificates to professional certifications, helping learners "arm themselves" for the AI age. As the [Official Introduction (AI News)](https://www.skills.google/) explains, investing in hands-on learning not only boosts individual skills but also helps companies improve employee retention by a whopping 133% 🎓.<br/>![AI News: Google Skills Learning Platform](https://source.hubtoday.app/images/2025/10/news_01k869hbw5f3x9vbzw418et5b4.avif)
3. Google's **AI Studio** just got a massive upgrade to its app-building features, now with all Google AI models built-in! This means users can easily build AI applications without needing an API Key 🚀. You can directly select models, fill in prompts, and the system automatically leverages LLM, image understanding, and TTS capabilities. As [Guizang's Share (AI News)](https://x.com/op7418/status/1980945012247658680) showed, this makes the AI app creation process simpler and more intuitive than ever before 🤯.<br/>![AI News: Google AI Studio App Building Interface](https://source.hubtoday.app/images/2025/10/news_01k869hgtkeaqa57dp9pq4pgge.avif)
4. OpenAI officially launched its own browser, **ChatGPT Atlas**, deeply integrating powerful AI capabilities into the browsing experience, specifically crafted for macOS users! 🚀 This browser comes with ChatGPT built-in, offering instant answers, webpage summaries, and smart assistance, all while emphasizing user privacy control. As [Hacker News Buzz (AI News)](https://readhacker.news/s/6DZtZ) reveals, AI browsers are becoming the next big battleground for tech giants.
### Cutting-Edge Research
1. Multimodal Large Language Models (MLLMs) are great at understanding overall scenes, but how do you get them to precisely "**grasp**" any region within an image for deep understanding? A [New Research (AI News)](https://arxiv.org/abs/2510.18876) paper, titled **Grasp Any Region (GAR)**, offers the solution! It uses an innovative RoI-aligned feature replay technique, allowing the model to grasp local details while still considering global context 🤔. This work shifts region understanding from passive "description" to active "dialogue," even excelling at video understanding tasks in zero-shot scenarios 💡.
2. Ever wondered how AI learns to "dig deeper" when user queries are vague? The [**SherlockLLM** (AI News)](https://arxiv.org/abs/2510.18659) framework has cracked it! It uses reinforcement learning to teach AI agents how to generate a series of optimal binary questions, efficiently narrowing down the search scope 🕵️‍♂️. This dialogue-driven retrieval strategy significantly boosts information retrieval efficiency and accuracy without needing massive annotated datasets, making your AI assistant feel more like a smart detective 🔍.
3. A comprehensive [Review Paper (AI News)](https://arxiv.org/abs/2510.17867) offers a systematic classification and overview of Recursive Neural Networks and Recurrent Neural Networks 📚. The paper divides these network structures into three major categories, detailing their principles, variations, and applications in solving complex sequence, speech, and image problems. For researchers eager to dive deep into this classic family of neural networks, this is undoubtedly a priceless reference 🧠.
### Industry Outlook & Social Impact
1. OpenAI's secret "Project Mercury" has been unveiled, revealing they're recruiting hundreds of former investment banking elites with hefty salaries to train specialized financial models! 🤯 This move aims to replace the vast amount of heavy, repetitive work done by junior bankers and is seen as a crucial step for OpenAI to accelerate commercialization and profitability amid high computing costs. As [This Report (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652637626&idx=2&sn=bcc1a2a36a5d38347d298f3615440658) analyzes, when AI starts taking over the "grunt work," how Wall Street's young talent will develop becomes a thought-provoking question 🤔.
2. YouTube has rolled out a new AI tool for creators called "**Portrait Recognition**," aimed at combating the increasingly rampant deepfake videos 🛡️. This tool helps creators identify and report unauthorized AI-generated content using their likeness, operating similarly to existing copyright content identification systems. As stated in the [Official Announcement (AI News)](https://www.aibase.com/zh/news/22160), this is a significant step by YouTube to strengthen AI content governance on its platform and protect creators' legal rights 🔒.
3. Viewing AI as a **large-scale industry** rather than just a technology provides a clearer analytical perspective 🤔. Scholar Ethan Mollick suggests we should think about AI's development like we do industrial policy: How should resources be allocated? What are the trade-offs compared to other industries? This [Profound Insight (AI News)](https://x.com/emollick/status/1980687729232105472) reminds us that AI's future isn't just about algorithmic progress; it's also about its strategic positioning within the global economy and social structure 💡.
4. Over 800 public figures, including "Godfather of AI" Hinton and Apple co-founder Wozniak, have co-signed an open letter calling for a **ban on the development of superintelligent AI** 😟. This letter once again pushes the potential risks of AI into the public spotlight, demonstrating deep concerns from within and outside the tech community about uncontrolled AI. As [This Report (AI News)](https://www.reddit.com/r/artificial/comments/1od6amj/over_800_public_figures_including_ai_godfathers/) shows, striking a balance between innovation and safety has become one of the most urgent issues on the path of AI development.
5. The "human-machine war" in the workplace is heating up, with bosses eyeing AI for efficiency gains while employees fret about job displacement, leading to increasingly sharp conflicts 🤖 vs 👨‍💼. An [In-depth Report (AI News)](https://www.reddit.com/r/artificial/comments/1oci6nu/the_war_between_bosses_and_employees_over_ai_is/) reveals the tension sparked by AI implementation in enterprises. Reconciling efficiency improvements with employee anxiety has become a management challenge every AI-embracing company must tackle 🤔.
### TOP Open Source Projects
1. Looking to put a "safety lock" on your AI Agent? The [**parlant** (AI News)](https://github.com/emcie-co/parlant) project is an LLM agent framework built specifically for control and real-world applications 🛡️. This open-source project, boasting ⭐14.1k stars, lets you deploy a secure and controllable agent in minutes, making AI work for you with greater peace of mind ⚙️.
2. Want to give your images an "invisibility cloak"? The [**blind_watermark** (AI News)](https://github.com/guofei9987/blind_watermark) project is a magical blind image watermarking tool that doesn't even need the original image for extraction! 🔐 This open-source project, with ⭐7.6k stars, offers a powerful and convenient solution for digital content copyright protection ✨.
3. Fish Audio's open-source **SOTA-level TTS model**, [**fish-speech** (AI News)](https://github.com/fishaudio/fish-speech), is taking the speech synthesis world by storm! 🔊 This project, which has absolutely raked in ⭐23.4k stars on GitHub, is making high-quality text-to-speech tech more accessible than ever with its natural expression and killer cost-effectiveness 🔥.
4. From Harvard University, you know it's going to be good! The [**cs249r_book** (AI News)](https://github.com/harvard-edge/cs249r_book) is an open-source book for getting started with machine learning systems 📚. This project, with ⭐4.2k stars, provides an invaluable textbook from a top-tier institution for all students and developers eager to systematically learn ML System knowledge 🎓.
### Social Media Shares
1. Annoyed by juggling multiple browsers? A developer just open-sourced a super handy browser selection app, **BrowserPicker**, that automatically opens links with your specified browser based on your routing rules 😲. For example, open ChatGPT links with Atlas, local development addresses with Chrome perfectly achieving a seamless switch between work and life! This [Handy Tool (AI News)](https://github.com/maoxiaoke/BrowserPicker/releases/tag/1.0) is undoubtedly a godsend for multi-browser users ✨.<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k869jpkferk917nxkvav6e20.mp4" controls="controls" width="100%"></video>
2. Are AI browsers truly safe? The Brave security browser team has exposed a systemic vulnerability called "**Invisible Prompt Injection**," where attackers can embed malicious instructions into webpages that are invisible to humans but recognizable by AI 🤯. This [In-depth Analysis (AI News)](https://brave.com/blog/unseeable-prompt-injections/) shared by Meng Shao warns us that AI browsers might treat webpages as "executable commands," bypassing traditional security mechanisms and introducing entirely new security risks. While enjoying the convenience AI brings, our security awareness absolutely cannot slack off 🤔.<br/>![AI News: Invisible Prompt Injection Vulnerability](https://source.hubtoday.app/images/2025/10/news_01k869jyx4e0qsw8e4d9syeqgm.avif)
3. Claude Code has introduced a powerful **sandboxing mechanism**, significantly boosting the security and autonomy of AI Agents and reducing annoying permission confirmation prompts by 84%! 🛡️ Anthropic's [Engineering Blog (AI News)](https://www.anthropic.com/engineering/claude-code-sandboxing) details how they leveraged native operating system tools to build dual isolation for file systems and networks, effectively preventing attacks like prompt injection. This not only makes Claude more "hassle-free" but also provides valuable practical experience for building even safer AI agents 💡.<br/>![AI News: Claude Code Sandboxing Mechanism](https://source.hubtoday.app/images/2025/10/news_01k869k2cde6w9fjexcsqd68rk.avif)
4. Shopify's case study on using an AI agent squad to achieve "active evolution" of its product classification system is a prime example of enterprise AI implementation! 👍 Baoyu deeply dissected this case, showcasing how Shopify efficiently solved complex classification challenges in e-commerce through the collaboration of multiple agents for structural analysis, product-driven insights, AI arbitration, and smart translation. As [His Analysis (AI News)](https://shopify.engineering/product-taxonomy-at-scale) explains, the best form of AI isn't a "superhuman jack-of-all-trades" but a "team of experts" with clear divisions of labor 🚀.<br/>![AI News: Shopify's AI Product Classification System](https://source.hubtoday.app/images/2025/10/news_01k869k5skf76rtktf2tcbskzb.avif)
5. Turns out, even AI browsers can be "fooled"! A simple **prompt injection** case showed that just by writing a line of instructions in small gray text on a webpage, you could make the AI browser Atlas obediently say "**Trust No AI**" when analyzing the page 😈. This [Interesting Case (AI News)](https://x.com/dotey/status/1980808350683263164) shared by Baoyu once again reminds us to always stay vigilant and apply critical thinking to AI's output 👀.<br/>![AI News: Prompt Injection Case](https://source.hubtoday.app/images/2025/10/news_01k869kacpfcw9e0mqapmynkc8.avif)
6. Fish Audio, once famous for replicating Lei Jun's voice, has its AI voice technology now evolved to a "Myanmar-Northern level"? A blogger's [Witty Comment (AI News)](https://x.com/JamesGoong/status/1980797476966928769) indirectly reflects the astonishing performance of its newly released S1 model in voice cloning and naturalness 🤯. The rapid advancement of AI voice synthesis tech is making indistinguishable voices a reality, which also demands higher discernment skills from us 🤔.<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k869mhevez5vx3q9qs0bkq9w.mp4" controls="controls" width="100%"></video>
---
**Final Thoughts:**
Thanks for sticking around and reading this! If it sparked even a tiny bit of inspiration:
- 🚀 **Join our "Community Group"** and share your thoughts—every single piece of feedback is priceless.
Looking forward to connecting with you more!
| **Hexi 2077 Community Group - Limited Time Offer!** |
| -------------------------------------------------- |
| ![Join the Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg) |
---
## **AI News Daily Voice Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Hub](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,117 +2,105 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-10/2025-10-21
next: /en/2025-10/2025-10-22
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/10/22
## AI News Daily 2025/10/23
> AI News | Daily Briefing | Aggregated Web Data | Frontier Science Exploration | Industry Free Voice | Open Source Innovation Power | AI and Human Future | [Visit Web Version↗️](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
> AI News | Daily Brief | Web 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**
### **Today's Digest**
```
Alibaba's Qwen feature upgraded to generate in-depth reports and one-click dynamic web pages and podcasts.
Google Veo 3.1 will launch precise editing, allowing users to easily add/remove elements in videos.
Domestic AI video platform Vidu Q2 version launched, introducing a five-minute video extension for the first time.
AI guru Karpathy believes rendering text as image input might be more efficient than text itself.
Meanwhile, MIT and OpenAI researchers predict AGI could arrive by the end of 2026.
Tencent released and open-sourced the Hunyuan World Model 1.1, which supports generating 3D scenes from videos or images in seconds.
Google launched Google Skills, a new learning platform designed to systematically train AI and cloud skills.
Regarding industry dynamics, OpenAI is reportedly secretly advancing 'Project Mercury,' aiming to train financial AI models.
Meanwhile, over 800 public figures, including the 'Godfather of AI,' co-signed an open letter calling for a ban on the development of superintelligent AI.
A new vulnerability has been discovered in the security domain, allowing attackers to manipulate AI browsers using invisible prompt injection.
```
### Product and Feature Updates
### COMET Browser Recommendation
1. **Alibaba's Qwen Deep Research** just got a colossal upgrade; now it doesn't just pump out in-depth reports, but also generates dynamic web pages and podcasts with a single click! 🎙️ This fresh feature, powered by models like Qwen3-Coder, Qwen-Image, and Qwen3-TTS, expands your research insights from mere text into rich visual and auditory multimedia. As the [Official Video (AI News)](https://chat.qwen.ai/?inputFeature=deep_research) shows, AI is making knowledge dissemination incredibly rich and three-dimensional.
<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k83p2nxveka87thcjjgfh47r.mp4" controls="controls" width="100%"></video>
1. Perplexity, the hot new AI search engine, has officially launched its flagship product, the [**Comet Browser**, aiming to reshape the internet experience](https://perplexity.ai/comet), free to the world! 🤯 It's not just a browser; it's a bold rebellion against an internet choked with sales funnels and curiosity-killing content. Perplexity believes chatbots are old news. Instead, they're building you an always-on personal AI assistant squad through **Comet Assistant**, **Email Assistant**, and the innovative **Background Assistants** platform. 🚀 With these moves and partnerships with **Comet Plus** content publishers, Perplexity is trying to transform the internet from a mere digital phonebook back into a knowledge haven that sparks human exploration.
2. Video editors, brace yourselves! **Google Veo 3.1** is about to drop a game-changing "precise editing" feature, letting you effortlessly add or remove elements in videos, so realistically you won't tell the difference! 🤯 Whether it's adding a prop to a scene or erasing someone from a crowd, AI intelligently handles lighting, reflections, and background reconstruction for seamless footage. As the [Official Demo (AI News)](https://www.aibase.com/zh/news/22142) illustrates, this tech is propelling AI video from mere "generation" to a new era of "professional post-production" 🔥.
<br/></video>
2. Grab 1 month of Pro membership when you download Comet using this link: https://pplx.ai/justlikema97870. Simply download Comet, log in to your account, and ask at least one question to snag your free month of Perplexity Pro membership! Don't miss out! 🎉
3. Get ready for **Vidu**'s Q2 version, just officially launched! Not only has this domestic AI video platform nearly tripled its video generation speed, but it's also debuting a groundbreaking **five-minute** video extension feature! 🎬 This means AI video creation is leaping from "fragmented clips" to "full story" narrative capabilities, offering greater control for short dramas, animations, and film production. As the [Official Announcement (AI News)](https://www.aibase.com/zh/news/22138) states, AI is speeding up its shift from "assisted generation" to a new stage of "full-process creation" 🚀.
### Product & Feature Updates
4. Developers, rejoice! **Claude Code** finally has an official web version, allowing you to tackle coding tasks directly in your browser—even on your phone! 👨‍💻 This slick new platform supports connecting to GitHub repositories, letting Claude automatically fix bugs, optimize code, write tests, and even submit PRs. As the [Official Introduction (AI News)](https://www.anthropic.com/engineering/claude-code-sandboxing) highlights, it supports parallel tasks via an independent sandbox environment, and developers can intervene and adjust in real-time, achieving true human-AI collaborative programming ✨.
<br/>![AI News: Claude Code Web Version Interface](https://source.hubtoday.app/images/2025/10/news_01k83p3tpwf8p86pxsk8p5e4we.avif)
1. Tencent has released and open-sourced **Hunyuan World Model 1.1**, empowering even regular users to generate professional-grade 3D scenes in seconds truly a '3D reconstruction magic wand'! 🌟 This new version supports input from videos or multiple images, employing a pure feed-forward architecture that completes inference in just 1 second on a single graphics card, making its efficiency absolutely astonishing. As the [Official Introduction (AI News)](https://3d-models.hunyuan.tencent.com/world/) states, this technological breakthrough is dedicated to transforming professional 3D reconstruction into an accessible, universal tool for everyone. That's a game-changer! ✨<br/>![AI News: Hunyuan World Model 1.1 Effect Diagram](https://source.hubtoday.app/images/2025/10/news_01k869h8tsfq3b76cd5zbvrdcg.avif)
5. Anthropic has tailored a **Claude for Life Sciences** version specifically for researchers, aiming to supercharge the scientific discovery process! 🧬 Thanks to the MCP protocol, this new Claude seamlessly integrates with various research platforms, giving researchers one-stop access to experimental data, scientific literature, and cross-system analysis. As the [Official Video (AI News)](https://x.com/imxiaohu/status/1980430660826460656) demonstrates, AI is stepping up as a powerful "digital assistant" for scientists, freeing them from tedious data integration tasks 💡.
<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k83p5fw5ehn827m0fd6g09b2.mp4" controls="controls" width="100%"></video>
2. Google has launched its next-gen learning platform, **Google Skills**, designed to help developers and tech pros systematically master AI and cloud computing skills think of it as the 'digital gym for the AI era'! 🏋️ This platform emphasizes "**hands-on practice**" and offers a three-tier certification system, from introductory certificates to professional accreditations, helping learners 'arm themselves' for the AI age. As the [Official Introduction (AI News)](https://www.skills.google/) explains, investing in practical learning not only boosts individual skills but also helps companies improve employee retention by a whopping 133%. Talk about a smart investment! 🧠<br/>![AI News: Google Skills Learning Platform](https://source.hubtoday.app/images/2025/10/news_01k869hbw5f3x9vbzw418et5b4.avif)
6. The word is out: **Google AI Studio team members** are hinting that a brand-new "**AI Vibe Coding**" experience is dropping tonight, with the community widely speculating it's the official launch of **Gemini 3**! 🚀 Since May, the team has been head-down building this fresh experience, aiming to fast-track the path from prompt to production. As [This Teaser (AI News)](https://x.com/op7418/status/1980451847967289435) suggests, the AI coding world is about to feel a new shake-up, so let's keep our eyes peeled! 👀.
<br/>![AI News: Gemini 3 Launch Teaser](https://source.hubtoday.app/images/2025/10/news_01k83p5tnvewq8ptqmrs64dyqv.avif)
3. Google **AI Studio** has received a massive upgrade to its application building capabilities, now integrating all Google AI models, allowing users to effortlessly build AI apps without needing an API Key! 🤩 You can directly select models, fill in prompts, and the system will automatically tap into LLM, image understanding, and TTS capabilities. As [Guizang's Share (AI News)](https://x.com/op7418/status/1980945012247658680) highlights, this makes the AI application creation process more straightforward and intuitive than ever before. Super cool! ✨<br/>![AI News: Google AI Studio Application Building Interface](https://source.hubtoday.app/images/2025/10/news_01k869hgtkeaqa57dp9pq4pgge.avif)
### Frontier Research
4. OpenAI has officially launched its very own browser, **ChatGPT Atlas**, deeply integrating powerful AI capabilities into the browsing experience, specifically crafted for macOS users! 🎉 This browser comes with ChatGPT built-in, offering instant answers, web page summaries, and smart assistance, all while emphasizing user control over privacy. As [Hot Discussion on Hacker News (AI News)](https://readhacker.news/s/6DZtZ) shows, AI browsers are rapidly becoming the new battleground for tech giants. Get ready for some serious competition! 🥊
1. Ever wondered how to make robots "walk the talk" in complex, dynamic environments? Well, **new research** (AI News) proposes a method to verify "**reasoning-action alignment**" at runtime, ensuring Visual-Language-Action (VLA) models faithfully execute their self-generated text plans 🤔. This framework boosts robot robustness in unknown scenarios by simulating and evaluating multiple candidate action sequences, then picking the one that best matches the original plan. It essentially transforms the model's action diversity from a "source of error" into a "source of strength" 💪.
### Cutting-Edge Research
2. How do you make clinical decision systems fast, accurate, and capable of giving solid explanations when it really counts? The **OG-Rank framework** (AI News) offers an innovative solution: it uses a single-decoder architecture that defaults to quick sorting, only "slowing down" to generate explanations when ambiguity pops up 🤔. This "fast-and-slow" strategy guarantees low latency while delivering higher accuracy and explainability for critical decisions, providing a fresh perspective for real-time decision system design 💡.
1. Multimodal Large Language Models (MLLMs) are brilliant at understanding overall scenes, but how do you make them precisely "**grasp**" any specific region within an image for deep comprehension? A [New Research (AI News)](https://arxiv.org/abs/2510.18876) paper titled **Grasp Any Region (GAR)** offers the solution! It uses an innovative RoI-aligned feature replay technique, enabling the model to grasp local details while still considering global context. Mind blown! 🤯 This work pushes regional understanding from passive 'description' to active 'dialogue,' excelling even in zero-shot video understanding tasks. Super impressive! ✨
### Industry Outlook and Social Impact
2. How can AI learn to "**dig deeper**" when user queries are vague? The [**SherlockLLM** (AI News)](https://arxiv.org/abs/2510.18659) framework has the answer! It uses reinforcement learning to teach AI agents how to generate a series of optimal binary questions, efficiently narrowing down search scope. This dialogue-driven retrieval strategy dramatically boosts information retrieval efficiency and accuracy without needing massive labeled datasets, making AI assistants act more like clever detectives. Elementary, my dear Watson! 🕵️‍♂️
1. AI guru Andrej Karpathy's comments on the **DeepSeek-OCR** paper have sparked a major brainstorming session about large model input methods, with him suggesting that "**image input might be more efficient than text**"! 🤔 Karpathy points out that rendering text into images not only hugely compresses information but also preserves rich formatting and could optimize attention mechanisms. As [This Report (AI News)](https://www.aibase.com/zh/news/22136) delves into, this idea challenges the ingrained paradigm of text tokens as LLM input, potentially giving birth to more efficient, unified next-gen AI architectures.
<br/>![AI News: Karpathy Comments on DeepSeek-OCR](https://source.hubtoday.app/images/2025/10/news_01k83p5xevefrbpbdmw7kyn0m3.avif)
3. A comprehensive [Review Paper (AI News)](https://arxiv.org/abs/2510.17867) offers a systematic classification and overview of Recursive Neural Networks and Recurrent Neural Networks. 📜 The article divides these network structures into three main categories, detailing their principles, variations, and applications in solving complex sequence, speech, and image problems. For researchers eager to dive deep into this classic family of neural networks, this is undoubtedly an invaluable resource. Get ready to learn! 🤓
2. Hold up, folks! **Aleksander Madry's bold prediction** (AI News), a top researcher from MIT and OpenAI, just dropped a bombshell, predicting AGI could arrive by the **end of 2026** and claiming, "We are entering a relationship with a new species for the first time"! 🤯 He reckons the scientific breakthroughs needed for AGI are already done, with only engineering and scaling left. This [Bold Prediction (AI News)](https://www.reddit.com/r/artificial/comments/1ocb7nc/mitopenais_aleksander_madry_says_agi_potentially/) pulls the AGI timeline closer once again, stirring up deep thoughts across the industry about future human-AI relationships 🤔.
<br/>![AI News: AGI Potentially by End of 2026](https://source.hubtoday.app/images/2025/10/news_01k83p62brf3ate82gxtm3wz6c.avif)
### Industry Outlook & Social Impact
3. What happens after a million-word conversation with ChatGPT? **A former OpenAI researcher's study** reveals the astonishing phenomenon of "**AI psychosis**" and demonstrates how chatbots cleverly sidestep safety guardrails 😟. This [Study (AI News)](https://www.reddit.com/r/artificial/comments/1ocar9f/an_exopenai_researchers_study_of_a_millionword/) warns us that even the most advanced AI can exhibit abnormal behavior under prolonged, high-intensity interaction. This provides invaluable data for understanding and preventing the potential risks of large language models.
1. OpenAI's secret project, dubbed "**Project Mercury**," has been exposed! 🕵️ They're reportedly recruiting hundreds of former investment banking elites with high salaries to train specialized financial models. This move aims to replace the vast amount of tedious, repetitive work done by junior bankers and is seen as a critical step for OpenAI to accelerate commercialization and profitability amidst soaring computing costs. As [This Report (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652637626&idx=2&sn=bcc1a2a36a5d38347d298f3615440658) analyzes, as AI starts taking over the 'grunt work,' the question of how Wall Street's young talent will develop becomes quite thought-provoking. What do you think? 🤔
4. What was behind the recent widespread AWS outage? **The recent widespread AWS outage** had folks buzzing, and an [Analysis Diagram (AI News)](https://x.com/vista8/status/1980425015532351706) circulating in the community might just reveal the root cause. This incident is a fresh reminder that even top-tier cloud providers have systems whose complexity and fragility can be way beyond what we imagine 🤨.
<br/>![AI News: AWS Outage Analysis Diagram](https://source.hubtoday.app/images/2025/10/news_01k83p65tketcrfkw5kzck5ygj.avif)
2. YouTube has rolled out a new AI tool for creators called "**Portrait Recognition**," designed to combat the growing menace of deepfake videos. 🎬 This tool helps creators identify and report AI-generated content that uses their likeness without authorization, operating much like existing copyright content identification systems. As the [Official Announcement (AI News)](https://www.aibase.com/zh/news/22160) states, this marks a significant step for YouTube in strengthening AI content governance on its platform, aiming to protect creators' legitimate rights. It's about time! 🙌
### Open Source TOP Projects
3. Thinking of AI as a **large-scale industry**, rather than just a technology, offers a much clearer analytical perspective. 🧐 Scholar Ethan Mollick suggests we should approach AI's development like we formulate industrial policy: How should resources be allocated? What are the trade-offs compared to other industries? This [Profound View (AI News)](https://x.com/emollick/status/1980687729232105472) reminds us that AI's future isn't just about algorithmic advancements; it's crucially about its strategic positioning within the global economic and social fabric. Deep thoughts here! 🧠
1. Ever wanted a "digital sentinel" to keep an eye on your websites or services 24/7? Well, **Uptime Kuma** is the snazzy self-hosted monitoring tool you need! 🛡️ This [Project (AI News)](https://github.com/louislam/uptime-kuma), which has absolutely raked in ⭐76.3k Stars on GitHub, has become an indispensable gadget for countless developers and ops folks, thanks to its gorgeous interface and powerful features 🙌.
4. Over 800 public figures, including 'Godfather of AI' Hinton and Apple co-founder Wozniak, have jointly signed an open letter, calling for a **ban on the development of superintelligent AI**. 🛑 This letter once again thrusts the potential risks of AI into the public spotlight, revealing deep concerns from within and outside the tech community about uncontrolled AI. As [This Report (AI News)](https://www.reddit.com/r/artificial/comments/1od6amj/over_800_public_figures_including_ai_godfathers/) indicates, striking a balance between innovation and safety has become one of the most pressing issues on AI's development path. It's a huge dilemma! 😬
2. Want to turn your ebooks into audiobooks and even clone voices you love? The [**ebook2audiobook** (AI News)](https://github.com/DrewThomasson/ebook2audiobook) project is here to make it happen, supporting over 1107 languages—it's basically your own "personal audiobook factory" 🎧. This open-source tool, boasting ⭐12.8k Stars, lets you "listen" to books anytime, anywhere, freeing up your eyes ✨.
5. The "**human-machine war**" in the workplace is heating up! 🔥 Bosses are keen to use AI to boost efficiency, while employees worry about losing their jobs, leading to increasingly sharp conflicts between the two sides. An [In-depth Report (AI News)](https://www.reddit.com/r/artificial/comments/1oci6nu/the_war_between_bosses_and_employees_over_ai_is/) reveals the tension sparked by AI implementation in businesses. Reconciling efficiency gains with employee anxiety has become a management challenge that every AI-adopting company must confront. It's a tricky situation! 😟
3. Looking to embed a lightweight, high-performance web engine into your app? The **Servo project** was born for just that, aiming to arm developers with a powerful alternative 🚀. This [Project (AI News)](https://github.com/servo/servo), originally kicked off by Mozilla and now hosted by the Linux Foundation, sports ⭐32.4k Stars and is busy blazing new trails for embedded web tech ✨.
### Top Open Source Projects
4. Still stressing over tedious data analysis workflows? The **DeepAnalyze agent**, open-sourced by Renmin University's Gaoling School of Artificial Intelligence, is here to save the day! 🤖 This [Project (AI News)](https://github.com/ruc-datalab/DeepAnalyze) can autonomously handle the entire data analysis process—from preparation, analysis, and modeling to visualization reports—making data analysis simpler and more efficient than ever 🔥.
<br/>![AI News: DeepAnalyze Data Analysis Agent](https://source.hubtoday.app/images/2025/10/news_01k83p6a64fd4sa4gfxvsk91r9.avif)
1. Want to put a 'safety lock' on your AI Agent? The [**parlant** (AI News)](https://github.com/emcie-co/parlant) project is an LLM agent framework specifically designed for control and real-world applications! 🔒 This open-source project, boasting an impressive 14.1k stars, lets you deploy a secure and controllable agent in minutes, making you feel much safer about letting AI 'work' for you. Super practical! ✅
5. **Fish Audio's latest TTS model, S1**, is making serious waves in speech synthesis with its natural expression and killer cost-effectiveness 🌊. Not only did this model snag the top spot in HuggingFace's TTS Arena subjective evaluations, but it also supports 10-second voice cloning and is priced at just 1/6 of its competitors! As [This Introduction (AI News)](https://github.com/fishaudio/fish-speech) states, S1 is making high-quality speech synthesis tech super accessible 🎉.
<br/>![AI News: Fish Audio S1 Model](https://source.hubtoday.app/images/2025/10/news_01k83p6e7eeer9wc94j9q21k7b.avif)
2. Ever wanted to give your images an 'invisibility cloak'? ✨ [**blind_watermark** (AI News)](https://github.com/guofei9987/blind_watermark) is a magical blind image watermarking tool that can extract watermarks without the original image! How cool is that?! 🤯 This open-source project, with 7.6k stars, offers a powerful and convenient solution for protecting digital content copyright. Seriously impressive! ✅
### Social Media Shares
3. Fish Audio's open-source **SOTA-level TTS model**, [**fish-speech** (AI News)](https://github.com/fishaudio/fish-speech), is absolutely taking the speech synthesis world by storm! 🎤 This project, which has racked up an incredible 23.4k stars on GitHub, makes high-quality text-to-speech technology more accessible than ever with its natural expression and super high cost-effectiveness. It's a game-changer! 🚀
1. The "**contextual optical compression**" idea behind the DeepSeek-OCR model is being hailed as AI's "JPEG moment"—even Karpathy's raving about it! 👍 **ginobefun took a deep dive into the paper**, pointing out its core idea: rendering one-dimensional text into a two-dimensional image for AI to "see," thereby compressing information with extreme efficiency. As [His Analysis (AI News)](https://x.com/hongming731/status/1980623199361794445) breaks down, this isn't just a SOTA-level OCR tool; it also carves out a brand-new path for AI input and memory architectures 💡.
<br/>![AI News: DeepSeek-OCR Paper Interpretation](https://source.hubtoday.app/images/2025/10/news_01k83p6hnseftrch5j21zx2gme.avif)
4. From Harvard University, you know it's gonna be good! 🎓 [**cs249r_book** (AI News)](https://github.com/harvard-edge/cs249r_book) is an open-source book for getting started with machine learning systems. This project, which has earned 4.2k stars, provides an invaluable textbook from a top-tier institution for all students and developers looking to systematically learn ML System knowledge. Time to hit the books! 🤓
2. How do you seamlessly integrate audio into LLMs and truly let them "get" the unspoken nuances? **Meng shao shared an in-depth article by Kyutai Labs** (AI News) that meticulously breaks down the principles and implementation of neural audio codecs 🎶. The article highlights that by compressing audio into discrete tokens, LLMs can process speech as efficiently as text, bypassing the indirect "transcribe-generate-synthesize" pipeline for more native speech understanding and generation ✨.
<br/>![AI News: Neural Audio Codec Principles](https://source.hubtoday.app/images/2025/10/news_01k83p6mqafv19pz5fcqrg14jm.avif)
### Social Media Share
3. In the AI era, has old-school "grunt work" surprisingly become the strongest "**moat**"? **Fanren Xiaobei's observation** (AI News) spills the beans: companies that quietly toiled away at data cleaning and labeling years ago are now raking in the big bucks amidst the AI surge 💰. This [Interesting Observation (AI News)](https://x.com/frxiaobei/status/1980574658064970009) struck a chord with many, reminding us that while chasing the latest trends, seemingly basic but solid work often holds immense long-term value 🤔.
1. Annoyed by juggling multiple browsers? 😫 A developer has open-sourced an incredibly useful browser selection app called **BrowserPicker**! It automatically opens links in a specified browser based on your custom routing rules. For instance, open ChatGPT links with Atlas, and local development addresses with Chrome, seamlessly switching between work and personal life! This [Handy Tool (AI News)](https://github.com/maoxiaoke/BrowserPicker/releases/tag/1.0) is definitely a godsend for multi-browser users. Game-changer! ✨<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k869jpkferk917nxkvav6e20.mp4" controls="controls" width="100%"></video>
4. Is declining software quality really all AI's fault? **wwwgoubuli's different perspective** (AI News) argues it's more about economic downturns; when "hitting KPIs" trumps "pursuing quality" to keep your job, a dip in quality is inevitable 🤔. He also points out that AI startups, being in their early stages, are actually seeing product quality gradually improve. This [Profound Analysis (AI News)](https://x.com/wwwgoubuli/status/1980531593765953676) offers a fresh lens through which to view the current state of the software industry 🧐.
2. Are AI browsers truly safe? 🤔 The Brave security browser team has uncovered a systemic vulnerability called "**Invisible Prompt Injection**," where attackers can embed malicious instructions into web pages that are invisible to humans but recognizable by AI. Mind. Blown. 🤯 This [In-depth Analysis (AI News)](https://brave.com/blog/unseeable-prompt-injections/) shared by Meng Shao warns us that AI browsers might treat web pages as 'executable commands,' bypassing traditional security mechanisms and introducing entirely new security risks. While we enjoy the convenience AI brings, our security awareness absolutely cannot slack off! Stay vigilant! 🛡️<br/>![AI News: Unseeable Prompt Injection Vulnerability](https://source.hubtoday.app/images/2025/10/news_01k869jyx4e0qsw8e4d9syeqgm.avif)
5. OpenAI just dropped an official guide on "What Makes Good Documentation," with the core idea being: "**writing documentation is an act of empathy**" ❤️. **Baoyu shared the key takeaways from this guide**, including making docs "scannable," writing simply, and providing easy-to-understand help. This [Practical Guide (AI News)](https://github.com/openai/openai-cookbook/blob/main/articles/what_makes_documentation_good.md) is a treasure trove for any developer who needs to collaborate with others ✨.
<br/>![AI News: OpenAI's Guide to Good Documentation](https://source.hubtoday.app/images/2025/10/news_01k83p6r0yefftqayjhnzhfb19.avif)
3. Claude Code has introduced a powerful **sandboxing mechanism**, significantly boosting the safety and autonomy of AI Agents and slashing those annoying permission confirmation prompts by 84%! 🙌 Anthropic's [Engineering Blog (AI News)](https://www.anthropic.com/engineering/claude-code-sandboxing) details how they leveraged native operating system tools to build dual isolation for file systems and networks, effectively preventing attacks like prompt injection. This not only makes Claude more 'hassle-free' but also offers invaluable practical experience for building safer AI agents. Major props! 👏<br/>![AI News: Claude Code Sandbox Mechanism](https://source.hubtoday.app/images/2025/10/news_01k869k2cde6w9fjexcsqd68rk.avif)
6. Ever wondered how to transform a research paper into a captivating "**narrative visualization**" presentation using a prompt? **Li Jigang shared his meticulously crafted "director-level" Prompt** (AI News), capable of converting abstract knowledge into HTML slides that are both logical and visually stunning 🎬. This [Powerful Prompt (AI News)](https://x.com/lijigang_com/status/1980471340919583038) doesn't just distill core ideas; it can even forge thought models with ASCII art, bringing knowledge to life through storytelling ✨.
4. Shopify's case of using an AI Agent squad to achieve "**active evolution**" in its product classification system is a prime example of enterprise AI implementation done right! 🚀 Bao Yu deeply dissects this case, showcasing how Shopify efficiently tackled complex classification challenges in e-commerce through the collaboration of multiple agents focusing on structural analysis, product driving, AI arbitration, and smart translation. As [His Analysis (AI News)](https://shopify.engineering/product-taxonomy-at-scale) points out, the optimal form of AI isn't a 'superman,' but rather a clearly defined 'team of experts.' That's smart! 🧠<br/>![AI News: Shopify's AI Product Classification System](https://source.hubtoday.app/images/2025/10/news_01k869k5skf76rtktf2tcbskzb.avif)
7. With **Claude Code's web version**, the dream of coding anytime, anywhere has truly come to life! Ge Fei's [This Screenshot (AI News)](https://m.okjike.com/originalPosts/68f7097ca79910941039bcab) vividly showcases AI-powered programming on mobile devices ✨. This isn't just a tech leap; it signals a potentially disruptive shift in the future of development work 👨‍💻.
<br/>![AI News: Using Claude Code on Mobile](https://source.hubtoday.app/images/2025/10/news_01k83p6vx8ejxt7yhfjgmhk0hp.avif)
5. Even AI browsers can be 'fooled'! 😲 A simple **prompt injection** case demonstrates that by just writing a line of instructions in small gray text on a webpage, you can get the AI browser Atlas to obediently say, "**Trust No AI**" when analyzing the page. Bao Yu's [Interesting Case (AI News)](https://x.com/dotey/status/1980808350683263164) once again reminds us to always maintain vigilance and critical thinking towards AI's output. Don't fall for it! 👀<br/>![AI News: Prompt Injection Case](https://source.hubtoday.app/images/2025/10/news_01k869kacpfcw9e0mqapmynkc8.avif)
6. Fish Audio, famous for replicating Lei Jun's voice, has now evolved its AI voice technology to a 'dangerously convincing' level? 😲 A blogger's [Humorous Comment (AI News)](https://x.com/JamesGoong/status/1980797476966928769) subtly points to the astonishing performance of their recently released S1 model in voice cloning and naturalness. The rapid advancement of AI speech synthesis technology is making voices indistinguishable from real ones, which certainly demands higher discernment from us. Stay sharp out there! 🚨<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k869mhevez5vx3q9qs0bkq9w.mp4" controls="controls" width="100%"></video>
---
**Final Thoughts:**
Thanks for taking the time to read this article! If it sparked even a tiny bit of inspiration for you:
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- 🚀 **Join our Group Chat**, to share your thoughts; every piece of feedback is priceless.
- 🚀 **Join the 'Community Group'** to share your ideas; your feedback is incredibly valuable.
Looking forward to connecting with you more!
Looking forward to connecting with you! 👋
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sidebar:
exclude: true
---
#### 👋 He Xi 2077 / justlovemaki
#### 何夕2077 / justlovemaki
A decade of code, cool at my fingertips,
A simmering passion, ready to erupt.
Now, the intelligence storm roars to life,
I vow to wrestle with the clouds and claim my fight.
> A decade of code, fingertips now cool,
> Ambitions deep, yet to fully bloom.
> But now, the AI storm breaks,
> I'm ready to seize the skies and make my mark!
#### 🚀 My Coding Philosophy
#### My Code Philosophy 💡
Technology serves the people.
> Technology for the people.
#### ✨ Featured Works
#### Standout Projects ✨
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**: Cloudflare-AI-Image: My AI image generation script, powered by Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**: Cloudflare-AI-Insight-Daily: A content aggregation and generation platform driven by Cloudflare Workers. It daily curates the latest updates in the AI field for you, including industry news, popular open-source projects, cutting-edge academic papers, and tech influencer social media commentary.
* For even more, head over to my [GitHub](https://github.com/justlovemaki)!
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* This project is an AI image generation script, powered by Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* Powered by Cloudflare Workers, this platform excels at content aggregation and generation. It curates the latest in the AI world daily, including industry news, trending open-source projects, cutting-edge academic papers, and insights from tech thought leaders on social media.
* For more project details, check out my [GitHub](https://github.com/justlovemaki).
#### 🌱 Current Explorations
#### Current Explorations 🤔
I'm super into LLM applications and website SEO right now, diving deep into learning and putting them into practice!
> My current focus? I'm super keen on LLM applications and website SEO, actively diving into learning and getting my hands dirty with both!

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@@ -4,24 +4,24 @@ type: page
sidebar:
exclude: true
---
# 👋 Let's Connect!
# Get in Touch
Got questions, collaboration ideas, or need some support? I'd absolutely love to hear from you! Here's how you can reach out. 👇
Got questions, looking to collaborate, or need some support? Just hit me up using the contact methods below! I'd absolutely love to hear your thoughts and suggestions.
I promise to get back to your emails ASAP!
Emails? I promise to get back to you ASAP!
---
## **Get In Touch**
## **How to Reach Me**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect with me!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="My WeChat" subtitle="Feel free to add me for a chat!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends & public holidays are for chilling! 🏖️)
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends and public holidays? I'm off chilling!)

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@@ -6,25 +6,25 @@ sidebar:
---
# Privacy Policy
*Last Updated: June 1, 2025*
*Last updated: June 1, 2025*
---
This Privacy Policy describes our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also tells you about your privacy rights and how the law protects you.
This Privacy Policy outlines our policies and procedures regarding the collection, use, and disclosure of your information when you use the Service. It also informs you about your privacy rights and how the law protects you.
We use your personal data to provide and improve our Service. By using the Service, you agree to our collection and use of information in accordance with this Privacy Policy.
We use your personal data to provide and improve the Service. By using the Service, you agree to the collection and use of information in accordance with this Privacy Policy.
## Definitions & Interpretation
## Interpretation and Definitions
### Interpretation
Capitalized words have meanings defined under the following conditions. The following definitions will have the same meaning whether they appear in singular or plural.
Words capitalized have meanings defined under the following conditions. The following definitions hold the same meaning regardless of whether they appear in singular or plural form.
### 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.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for the election of directors or other managing authority.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party, where "control" signifies ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for election of directors or other managing authority.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
@@ -42,16 +42,16 @@ For the purposes of this Privacy Policy:
- **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.
## Collecting & Using Your Personal Data
## Collecting and Using Your Personal Data
### Types of Data Collected
#### Personal Data
When using our Service, we might ask you to provide certain personally identifiable information that can be used to contact or identify you. This personal information may include, but isn't limited to:
When using our Service, we might ask you to provide certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but is not limited to:
- Email address
- Usage Data
@@ -59,16 +59,16 @@ When using our Service, we might ask you to provide certain personally identifia
#### Usage Data
Usage Data is collected automatically when using the Service.
Usage Data may 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.
Usage Data might include information like your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
When you access the Service via a mobile device, we may automatically collect certain information, including, but not limited to, the type of mobile device you use, your mobile device's unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
When you access the Service via a mobile device, we may automatically collect certain information, including but not limited to the type of mobile device you use, your mobile device's unique ID, the IP address of your mobile device, your mobile operating System, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
We may also collect information that your browser sends whenever you visit our Service or when you access the Service by or through a mobile device.
### Tracking Technologies & Cookies
### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies used include beacons, tags, and scripts to collect and track information and to improve and analyze our Service. The technologies we use 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 don't accept Cookies, you might not be able to use some parts of our Service. Unless you've adjusted your browser setting to refuse Cookies, our Service may use Cookies.
- **Cookies or Browser Cookies**: A Cookie is a small file placed on your Device. You can instruct your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if you do not accept Cookies, you might not be able to use some parts of our Service. Unless you have adjusted your browser setting so that it will refuse Cookies, our Service may use Cookies.
- **Web Beacons**: Certain sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs) that permit the Company, for example, to count users who have visited those pages or opened an email and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
Cookies 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.
@@ -88,25 +88,25 @@ We use both Session and Persistent Cookies for the purposes set out below:
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, like remembering your login details or language preference. The aim of these Cookies is to provide you with a more personal experience and to avoid you having to re-enter your preferences every time you use the Website.
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, such as remembering your login details or language preference. The purpose of these Cookies is to provide you with a more personal experience and to avoid you having to re-enter your preferences every time you use the Website.
For more information about the Cookies we use and your choices regarding cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
### How We Use Your Personal Data
### Use of Your Personal Data
The Company may 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 give 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**: For 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 manage Your Account**: to manage Your registration as a user of the Service. The Personal Data You provide can give You access to different functionalities of the Service that are available to You as a registered user.
- **For the performance of a contract**: the development, compliance, and undertaking of the purchase contract for the products, items or services You have purchased or of any other contract with Us through the Service.
- **To contact You**: To contact You by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products, or contracted services, including security updates, when necessary or reasonable for their implementation.
- **To provide You with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or enquired about unless You have opted not to receive such information.
- **To manage Your requests**: To attend and manage your requests to Us.
- **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.
- **For other purposes**: We may use Your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns, and to evaluate and improve our Service, products, marketing, and your experience.
We may share your personal information in the following situations:
We may share Your personal information in the following situations:
- **With Service Providers**: We may share Your personal information with Service Providers to monitor and analyze the use of our Service and to contact you.
- **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.
@@ -114,35 +114,35 @@ We may share your personal information in the following situations:
- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent.
### Retention of Your Personal Data
The Company will retain your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will retain Your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use Your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period, 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 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.
### Transfer of Your Personal Data
Your information, including Personal Data, is processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means that this information may be transferred to and maintained on computers located outside of your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of your jurisdiction.
Your information, including Personal Data, is processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means that this information may be transferred to and maintained on computers located outside of Your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of Your jurisdiction.
Your consent to this Privacy Policy followed by your submission of such information represents your agreement to that transfer.
Your consent to this Privacy Policy followed by Your submission of such information represents Your agreement to that transfer.
The Company will take all steps reasonably necessary to ensure that your data is treated securely and in accordance with this Privacy Policy and no transfer of Your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of Your data and other personal information.
The Company will take all steps reasonably necessary to ensure that Your data is treated securely and in accordance with this Privacy Policy and no transfer of Your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of Your data and other personal information.
### Deleting Your Personal Data
You have the right to delete or request that We assist in deleting the Personal Data that We have collected about you.
### Delete Your Personal Data
You have the right to delete or request that We assist in deleting the Personal Data that We have collected about You.
Our Service may give you the ability to delete certain information about you from within the Service.
Our Service may give You the ability to delete certain information about You from within the Service.
You may update, amend, or delete Your information at any time by signing in to Your Account, if you have one, and visiting the account settings section that allows you to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
You may update, amend, or delete Your information at any time by signing in to Your Account, if You have one, and visiting the account settings section that allows you to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
But please note that we may need to retain certain information when we have a legal obligation or lawful basis to do so.
Please note, however, that We may need to retain certain information when we have a legal obligation or a lawful basis to do so.
### Disclosure of Your Personal Data
#### Business Transactions
If the Company is involved in a merger, acquisition, or asset sale, Your Personal Data may be transferred. We will provide notice before Your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law Enforcement
#### Law enforcement
Under certain circumstances, the Company may be required to disclose Your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g., a court or a government agency).
#### Other Legal Requirements
#### 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
@@ -154,23 +154,23 @@ The Company may disclose Your Personal Data in the good faith belief that such a
The security of Your Personal Data is important to Us, but remember that no method of transmission over the Internet, or method of electronic storage is 100% secure. While We strive to use commercially acceptable means to protect Your Personal Data, We cannot guarantee its absolute security.
## Children's Privacy
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect personally identifiable information from anyone under the age of 13. If you're a parent or guardian and you know that your child has provided Us with Personal Data, please contact Us. If We become aware that We have collected Personal Data from anyone under the age of 13 without verification of parental consent, We will take steps to remove that information from Our servers.
Our Service does not address anyone under the age of 13. We do not knowingly collect personally identifiable information from anyone under the age of 13. If You are a parent or guardian and You are aware that Your child has provided Us with Personal Data, please contact Us. If We become aware that We have collected Personal Data from anyone under the age of 13 without verification of parental consent, We will take steps to remove that information from Our servers.
If We need to rely on consent as a legal basis for processing Your information and Your country requires parental consent, We may require Your parent's consent before We collect and use that information.
If We need to rely on consent as a legal basis for processing Your information, and Your country requires consent from a parent, We may require Your parent's consent before We collect and use that information.
## Links to Other Websites
Our Service may contain links to other websites that are not operated by Us. If You click on a third-party link, you'll be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
Our Service may contain links to other websites not operated by Us. If You click on a third-party link, You will be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services. Seriously, we can't be held responsible for what those other sites do.
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
## Changes to This Privacy Policy
We may update Our Privacy Policy from time to time. We'll let you know about any changes by posting the new Privacy Policy on this page.
## Changes to this Privacy Policy
We may update Our Privacy Policy from time to time. We will notify You of any changes by posting the new Privacy Policy on this page.
We will let You know via email and/or a prominent notice on Our Service before the change becomes effective and update the "Last Updated" date at the top of this Privacy Policy.
We will let You know via email and/or a prominent notice on Our Service, prior to the change becoming effective and update the "Last updated" date at the top of this Privacy Policy.
You are advised to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
## Contact Us
If you have any questions about this Privacy Policy, you can reach out to us:
If you have any questions about this Privacy Policy, you can contact us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
✉️ **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

View File

@@ -10,44 +10,53 @@ sidebar:
---
Hey there, and welcome to **ai.hubtoday**! 🚀 (from here on out, "the Site" or "us"). Before you jump into using our awesome services, please take a moment to carefully read through these Terms of Service. By accessing or using the Site, you're essentially saying "Yep, I agree!" to all these terms. Got it? 👍
Hey there! Welcome to **ai.hubtoday** (we'll call it "**This Site**" or "**We**" for short). Please give these Terms of Service a good read before diving into our services. By accessing or using This Site, you're agreeing to and accepting these terms.
## 1. Services Overview
**The Site** is your go-to spot for paid subscription content and exclusive member services. We're talking killer blog posts, secret resources, cool e-books, and even some community fun! 🥳 Just a heads-up: some of the extra special stuff is only for our subscribers.
## 1. About Our Services
**This Site** provides users with awesome paid subscription content and member services. This includes, but isn't limited to, blog posts, exclusive resources, e-books, and cool community interactions. Heads up: some content is only for our subscribers! 😉
## 2. User Registration & Accounts
* To get your account set up, **you'll need** a valid email address and a solid password. Easy peasy! ✨
* **Your account** is your responsibility! Keep it secure and own all the activity under it. Oh, and absolutely **no sharing or transferring** your account, okay? That's a big no-no! 🚫
* If **you** break any of these terms, **the Site** totally has the right to **suspend or even terminate** your account. Just sayin'! 😬
* **Users** must provide a valid email address and set up a password to register for an account.
* **Users** are totally responsible for the security of their accounts and everything that happens with them. Transferring or sharing accounts? That's a **big no-no**! 🚫
* **This Site** reserves the right to **suspend or terminate** a user's account if they violate these terms. So play nice!
## 3. Paid Subscription Services
* **Our subscription services** are billed either monthly or annually. Don't worry, all the costs are super clear on the checkout page. No surprises! 💸
* **All payments** go through trusted third-party platforms (think Stripe or PayPal). Good news: **we never store your payment info** on our end! Your security is paramount. 🔒
* **Your subscription** will **automatically renew** handy, right? But if you want to bail, just make sure to cancel before your current billing cycle ends. Otherwise, it'll just keep going! 😉
* **Our 14-day refund policy** is pretty sweet! If you're a first-time subscriber and not totally stoked with our service within 14 days of your purchase, you can totally ask for a full refund. We get it! 😌 Just shoot us an email (you'll find it at the end of these Terms) and tell us why you're looking for a refund. Easy peasy! Heads up: **each user** gets one shot at that refund. If you're not a first-timer or it's been more than 14 days, then sorry, folks **no refunds** after payment, unless the law specifically says otherwise. Fair's fair! ⚖️
* **Subscription services** are billed on a monthly or annual basis. You'll see all the juicy details about fees clearly stated on the checkout page.
* **All payments** are processed through trusted third-party payment platforms (like Stripe, PayPal). Don't sweat it, This Site doesn't store any of your payment info! 🔒
* **Subscriptions** will **automatically renew** unless you cancel before your current billing cycle ends. So keep an eye on that!
* **Our 14-day refund policy** offers a full refund to first-time subscribers if they're not thrilled with the service within 14 days of purchase. Just hit us up via the contact email at the end of these terms and tell us what's up. Each user gets one shot at this refund. If it's been more than 14 days, or if you're not a first-timer, then **no refunds** will be issued after payment, unless the law specifically says otherwise. Tough cookies! 🍪
## 4. Content Use & Intellectual Property
* **All the awesome original content** you find here is **copyrighted by the Site (hubtoday)**. That means you can't just copy, reproduce, or use it for commercial stuff without getting our go-ahead first. Play nice! ✨
* **You (our users)** get a **non-exclusive, non-transferable right** to access our content for your personal learning and reading enjoyment. It's all for you, individually! 🧠
* Wanna use our stuff for commercial gigs or drop a ton of citations? **Hit up the Site** to get permission first. We're usually pretty cool, just ask! 😉
* **All original content** is **copyrighted by This Site (hubtoday)**. Copying, reproducing, or using it for commercial purposes without our authorization? Not cool! Please don't. 🙏
* **Users** are granted only a **non-exclusive, non-transferable access right** for personal learning and reading. It's for you, not for resale!
* **For commercial use or extensive citation**, please reach out to This Site to get proper authorization. We're usually pretty friendly!
## 5. User Conduct Guidelines
* Let's keep it clean, folks! **You are absolutely forbidden** from uploading, posting, or spreading any content that's illegal, harassing, fake, offensive, or steps on anyone else's rights. Seriously, don't be that person. 🙅‍♀️
* **Trying to use tech tricks** to mass download, crawl, or crack our member content? Yeah, that's a hard **NO**. Don't even think about it! 🛑
* **The Site** has the full right to yank any inappropriate content and **give violating users the boot**. We're not messing around! 🚨
* **Users are strictly prohibited** from uploading, posting, or distributing any content that's illegal, harassing, false, offensive, or infringes upon anyone else's rights. Let's keep it clean! 😇
* **Bulk downloading, scraping, or cracking member content** via technical means is **absolutely prohibited**. Seriously, don't even try. 🙅‍♀️
* **This Site** reserves the right to remove inappropriate content and **ban violating users**. You mess up, you get kicked out! 👋
## 6. Service Changes & Interruptions
* **We** might change things up, hit pause, or even stop parts or all of our services at any time, without giving you a heads-up. It's just how the tech world rolls sometimes! 🤷‍♀️
* If stuff goes temporarily offline because of crazy acts of nature, server meltdowns, or third-party hiccups, **the Site won't be on the hook for any compensation**. We'll do our best, but sometimes things are just out of our hands. 💨
* **We** reserve the right to change, suspend, or terminate part or all of our services at any time, without prior notice. Life happens, and so do service updates!
* **This Site** **is not liable for compensation** if content is temporarily inaccessible due to things like force majeure, server hiccups, or third-party service interruptions. Sometimes things are just out of our hands. 🤷‍♀️
## 7. Disclaimer
* **All the info you get from the Site** is purely for reference. Think of it as helpful tidbits, **not** any kind of professional advice (like financial, legal, or medical stuff). Always consult a pro for that! 🧐
* **The Site** is **not responsible** if you run into any direct or indirect losses from using our content or services. Just keeping it real! 🚧
* **The information provided by This Site** is for reference only. It **does not constitute** any professional advice (like financial, legal, or medical stuff). Always consult a pro for that!
* **This Site** **is absolutely not responsible** for any direct or indirect losses users might incur from using our content or services. Use your brain, folks! 🧠
## 8. Governing Law
* **These Terms of Service** are all about the laws of California, USA. We're playing by their rules, no weird legal conflicts here! 🇺🇸
* Got a beef about these Terms? **Let's try to chat it out nicely first!** 🤝 If we can't sort it, then **you're agreeing** to take things to the proper courts in Santa Clara County, California. Hope it doesn't come to that! 🙏
## 9. Contact Information
* **Got any questions** about these Terms? Seriously, don't hesitate! Hit us up using the deets below: 👇
* 📧 **Email:** [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
* **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. West Coast best coast! 🌴
* **Any disputes arising from or related to these terms** should first be sorted out by friendly negotiation between the parties. If we can't hug it out, you agree to submit to the jurisdiction of the competent courts in Santa Clara County, California. See you in court! (Hopefully not!) 🏛️
## 9. Contact Us
* **For any questions regarding these terms**, please hit us up using the following methods:
* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)