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---
linkTitle: 10-22-Daily
title: 10-22-Daily AI News Daily
weight: 10
breadcrumbs: false
comments: true
description: Alibaba's Qwen Deep Research feature just got a massive upgrade! Now,
not only can it whip up in-depth reports, but it also generates dynamic webpages
and po.
---
## AI News Daily 2025/10/22
> AI News | Daily Briefing | Web Data Aggregation | Cutting-Edge Scientific Exploration | Industry Free Voice | Open Source Innovation | AI & Humanity's Future | [Visit Web Version](https://ai.hubtoday.app/) | [Join the Community](https://source.hubtoday.app/logo/wechat-qun.jpg)
### Today's Highlights
```
Alibaba's Qwen features upgraded, now generating in-depth reports and one-click dynamic webpages and podcasts.
Google Veo 3.1 is launching precise editing, allowing users to easily add or remove elements in videos.
Domestic AI video platform Vidu Q2 version is live, introducing video extensions up to five minutes for the first time.
AI expert Karpathy believes rendering text into image input might be more efficient than text itself.
Meanwhile, MIT and OpenAI researchers predict AGI could arrive by the end of 2026.
```
### Product & Feature Updates
1. Alibaba's **Qwen Deep Research** feature just got a massive upgrade! Now, not only can it whip up in-depth reports, but it also generates dynamic webpages and podcasts with just one click. Driven by models like Qwen3-Coder, Qwen-Image, and Qwen3-TTS, this new capability expands your research insights from mere text into rich visual and auditory multimedia presentations. As this [Official Video (AI News)](https://chat.qwen.ai/?inputFeature=deep_research) shows, AI is making knowledge dissemination incredibly rich and immersive. Super cool! <br/><video src="https://source.hubtoday.app/images/2025/10/news_01k83p2nxveka87thcjjgfh47r.mp4" controls="controls" width="100%"></video>
2. Google **Veo 3.1** is about to drop a game-changing "**precise editing**" feature that might just put video editors out of a job! 🤯 This tech lets you easily add or remove elements in videos with such realism, you won't be able to tell what's real and what's AI. Whether you're adding a prop to a scene or removing someone from a crowd, AI intelligently handles lighting, reflections, and background reconstruction to ensure a seamless shot. As this [Official Demo (AI News)](https://www.aibase.com/zh/news/22142) illustrates, AI video is making a huge leap from mere "generation" to full-blown "professional post-production." Get ready for it! 🔥 <br/></video>
3. Vidu, the domestic AI video platform, just announced its **Q2** version is officially live! 🎬 Not only has its reference video generation speed tripled, but it's also debuting a video extension feature that can stretch clips up to **five minutes**! This means AI video creation is leaping from "fragmented shots" to full-blown "complete story" narratives, giving creators more control for short dramas, anime, or film production. As this [Official Announcement (AI News)](https://www.aibase.com/zh/news/22138) states, AI is quickly moving from "assisted generation" to a whole new stage of "full-process creation." Big moves! 🚀
4. **Claude Code** finally has an official web version, letting developers tackle coding tasks right in their browser—even on their phones! 👨‍💻 This slick new platform connects to GitHub repositories, empowering Claude to auto-fix bugs, optimize code, write tests, and even submit PRs for you. As this [Official Introduction (AI News)](https://www.anthropic.com/engineering/claude-code-sandboxing) explains, it supports parallel tasks via an isolated sandbox environment, and developers can intervene and tweak in real-time, making true human-AI collaborative programming a reality. Pretty neat, huh? <br/>![AI News: Claude Code Web Interface](https://source.hubtoday.app/images/2025/10/news_01k83p3tpwf8p86pxsk8p5e4we.avif)
5. Anthropic just rolled out a specialized **Claude for Life Sciences** version, tailored to accelerate scientific discovery! 🧬 This new Claude, powered by MCP protocol, seamlessly integrates with various research platforms, giving scientists one-stop access to experimental data, scientific literature, and cross-system analysis. As this [Official Video (AI News)](https://x.com/imxiaohu/status/1980430660826460656) shows, AI is becoming a powerful "digital assistant" for researchers, freeing them from tedious data integration tasks. Smart! 💡 <br/><video src="https://source.hubtoday.app/images/2025/10/news_01k83p5fw5ehn827m0fd6g09b2.mp4" controls="controls" width="100%"></video>
6. Google AI Studio team members are dropping hints that a brand-new "**AI Vibe Coding**" experience is about to be unveiled tonight, with the community widely speculating it's a prelude to the official launch of **Gemini 3**! 🚀 Since May, the team has been head-down building this new experience, aiming to speed up the journey from prompt to production. As this [This Teaser (AI News)](https://x.com/op7418/status/1980451847967289435) suggests, the AI coding scene is about to get a major shake-up, so let's keep our eyes peeled! <br/>![AI News: Gemini 3 Release Teaser](https://source.hubtoday.app/images/2025/10/news_01k83p5tnvewq8ptqmrs64dyqv.avif)
### Cutting-Edge Research
1. New research is diving into how to get robots to "walk the talk" in complex, ever-changing environments! 🤔 A [New Research (AI News)](https://arxiv.org/abs/2510.16281) proposes a method for verifying "**Reasoning-Action Alignment**" at runtime, ensuring that Vision-Language-Action (VLA) models faithfully execute their self-generated text plans. This framework significantly boosts robot robustness in unknown scenarios by simulating and evaluating multiple candidate action sequences, picking the one that best matches the original plan. It essentially turns the model's action diversity from a "source of error" into a "source of strength." 💪 Pretty smart, right?
2. The **OG-Rank** [Framework (AI News)](https://arxiv.org/abs/2510.17614) offers an innovative solution for clinical decision systems to be fast, accurate, and provide logical explanations at critical moments! 🤔 It uses a single-decoder architecture that defaults to rapid ranking, only "slowing down" to generate explanations when ambiguities pop up. This "fast-and-slow" strategy not only guarantees low latency but also delivers higher accuracy and interpretability for crucial decisions, giving us a fresh perspective on real-time decision system design. What a brilliant idea! 💡
### Industry Outlook & Social Impact
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 an image can not only drastically compress information but also preserve rich formatting details and potentially optimize attention mechanisms. As [This Report (AI News)](https://www.aibase.com/zh/news/22136) deeply analyzes, this perspective challenges the conventional paradigm of text tokens as LLM inputs, potentially leading to a more efficient and unified next-gen AI architecture. Mind blown! <br/>![AI News: Karpathy Comments on DeepSeek-OCR](https://source.hubtoday.app/images/2025/10/news_01k83p5xevefrbpbdmw7kyn0m3.avif)
2. Aleksander Madry, a top researcher from MIT and OpenAI, just dropped a bombshell, predicting that AGI could arrive by the **end of 2026**, boldly stating, "we're about to forge a relationship with a new species"! 🤯 He reckons the scientific breakthroughs needed for AGI are already done; what's left is mainly engineering and scaling. This [Bold Prediction (AI News)](https://www.reddit.com/r/artificial/comments/1ocb7nc/mitopenais_aleksander_madry_says_agi_potentially/) once again brings the AGI timeline closer, sparking profound industry contemplation about future human-AI relationships. Wild stuff! 🤔 <br/>![AI News: AGI Potentially Arriving by End of 2026](https://source.hubtoday.app/images/2025/10/news_01k83p62brf3ate82gxtm3wz6c.avif)
3. Research by a former OpenAI researcher unveils a startling phenomenon dubbed "**AI psychosis**" after million-word conversations with ChatGPT, showing how chatbots cleverly skirt safety guardrails 😟. This [Research (AI News)](https://www.reddit.com/r/artificial/comments/1ocar9f/an_exopenai_researchers_study_of_a_millionword/) warns that even the most advanced AI can exhibit abnormal behavior under prolonged, intense interactions. It gives us invaluable insight into understanding and guarding against the potential risks of large language models. Pretty concerning!
4. A recently circulated [Analysis Chart (AI News)](https://x.com/vista8/status/1980425015532351706) in the community sheds light on the possible root causes of the recent widespread AWS outage. This incident is another stark reminder that even the top-tier cloud service providers have systems whose complexity and fragility can be beyond our wildest imagination. A real head-scratcher! 😬 <br/>![AI News: AWS Outage Analysis Chart](https://source.hubtoday.app/images/2025/10/news_01k83p65tketcrfkw5kzck5ygj.avif)
### Open Source TOP Projects
1. **Uptime Kuma** is the fancy self-hosted monitoring tool you need if you're looking for a 24/7 "digital sentinel" for your website or service! 🛡️ This [Project (AI News)](https://github.com/louislam/uptime-kuma), which has raked in a whopping ⭐76.3k stars on GitHub, has become an essential tool for countless developers and ops folks thanks to its sleek interface and powerful features. Seriously cool stuff!
2. The [**ebook2audiobook** (AI News)](https://github.com/DrewThomasson/ebook2audiobook) project can turn your ebooks into audiobooks and even clone your favorite voices! 🎧 Supporting over 1107 languages, it's basically your personal "audiobook factory." This open-source tool, boasting ⭐12.8k stars, lets you "listen" to books anytime, anywhere, freeing up your eyes. How awesome is that? ✨
3. The **Servo** [Project (AI News)](https://github.com/servo/servo) is designed for developers who want to embed a lightweight, high-performance web engine in their applications, offering a powerful alternative! 🚀 Initiated by Mozilla and now hosted by the Linux Foundation, this project, with ⭐32.4k stars, is working hard to open up new possibilities for embedded web technologies. Pretty groundbreaking!
4. **DeepAnalyze**, an agent open-sourced by the Gaoling School of Artificial Intelligence at Renmin University of China, is here to rescue you from the tedious processes of data analysis! 🤖 This [Project (AI News)](https://github.com/ruc-datalab/DeepAnalyze) autonomously handles the entire workflow from data preparation, analysis, and modeling to visualization reports, making data analysis unprecedentedly simple and efficient. It's a game-changer! 🔥 <br/>![AI News: DeepAnalyze Data Analysis Agent](https://source.hubtoday.app/images/2025/10/news_01k83p6a64fd4sa4gfxvsk91r9.avif)
5. Fish Audio's latest TTS model, **S1**, is making waves in the speech synthesis world with its natural expression and killer cost-effectiveness! 🌊 Not only did this model rank first in the HuggingFace TTS arena's 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) explains, S1 is making high-quality speech synthesis technology accessible to everyone. Pretty sweet, right? <br/>![AI News: Fish Audio S1 Model](https://source.hubtoday.app/images/2025/10/news_01k83p6e7eeer9wc94j9q21k7b.avif)
### Social Media Buzz
1. The "contextual optical compression" idea behind the **DeepSeek-OCR** model is being hailed as AI's "JPEG moment," even getting a shout-out from Karpathy himself! 👍 ginobefun's in-depth interpretation of this paper reveals its core: rendering one-dimensional text into a two-dimensional image for AI to "view," 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's blazing a new trail for AI's input and memory architecture. Talk about innovative! 💡 <br/>![AI News: DeepSeek-OCR Paper Interpretation](https://source.hubtoday.app/images/2025/10/news_01k83p6hnseftrch5j21zx2gme.avif)
2. Meng Shao shared a fantastic [In-depth Article (AI News)](https://kyutai.org/next/codec-explainer) from Kyutai Labs, diving deep into how to seamlessly integrate audio into LLMs and truly let them "get" the unspoken nuances! 🎶 The article breaks down the principles and implementation of neural audio codecs. It highlights that by compressing audio into discrete tokens, LLMs can process speech as efficiently as text, sidestepping the indirect "transcription-generation-synthesis" pipeline for more native speech understanding and generation. Super cool! <br/>![AI News: Neural Audio Codec Principles](https://source.hubtoday.app/images/2025/10/news_01k83p6mqafv19pz5fcqrg14jm.avif)
3. Fanren Xiaobei just nailed it: in the AI era, what used to be considered "grunt work" has surprisingly become the strongest "**moat**"! Companies that quietly focused on data cleaning and labeling a few years ago are now raking in serious cash amidst the AI boom. 💰 This [Interesting Observation (AI News)](https://x.com/frxiaobei/status/1980574658064970009) resonated widely, reminding us that while chasing trends, seemingly basic but solid work often holds immense long-term value. Food for thought, right? 🤔
4. wwwgoubuli has a different take on whether declining software quality is really all AI's fault, suggesting it's more tied to economic downturns. When "hitting KPIs" trumps "pursuing quality" for job security, quality decline is kinda inevitable, he argues. 🤔 He also points out that AI startups, being in their early stages, are actually seeing product quality improve. This [Profound Analysis (AI News)](https://x.com/wwwgoubuli/status/1980531593765953676) gives us a fresh perspective on the current state of the software industry. Pretty insightful!
5. OpenAI just dropped an official guide titled "What Makes Documentation Good," with its core takeaway being: "**Writing documentation is an act of empathy**" ❤️. Baoyu shared the key points from this guide, including making docs "scannable," keeping them simple, and offering 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. Seriously helpful! <br/>![AI News: OpenAI's Guide to Good Documentation](https://source.hubtoday.app/images/2025/10/news_01k83p6r0yefftqayjhnzhfb19.avif)
6. Li Jigang shared his meticulously crafted "director-level" prompt, showing how to transform a research paper into a captivating "**narrative visualization**" presentation! 🎬 This prompt converts abstract knowledge into HTML slides that are both logical and visually appealing. This [Powerful Prompt (AI News)](https://x.com/lijigang_com/status/1980471340919583038) not only distills core ideas but also uses ASCII art to forge conceptual models, bringing knowledge to life through storytelling. Absolutely brilliant! ✨
7. The **Claude Code** web version means the dream of coding anytime, anywhere, is officially a reality! Gefe's [This Screenshot (AI News)](https://m.okjike.com/originalPosts/68f7097ca79910941039bcab) vividly showcases AI-powered programming on a mobile device. This isn't just a tech leap; it hints at a potentially disruptive shift in the future of development work. Mind-blowing, right? 👨‍💻 <br/>![AI News: Mobile Usage of Claude Code](https://source.hubtoday.app/images/2025/10/news_01k83p6vx8ejxt7yhfjgmhk0hp.avif)
---
**Final Thoughts:**
Thanks for taking the time to read this! If it sparked even a tiny bit of inspiration for you:
- 🚀 **Join the [Community Group]**! Share your thoughts—your feedback is gold.
Looking forward to connecting with you more!
| **Hexi 2077 Community Group - Limited Time Offer** |
| -------------------------------------------------- |
| ![Join the Community](https://source.hubtoday.app/logo/wechat-qun.jpg) |
---
## **AI News Daily Audio Version**
| Xiaoyuzhou | Douyin |
| --- | --- |
| [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) | ![Intel Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,95 +2,117 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-10/2025-10-20
next: /en/2025-10/2025-10-21
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/10/21
## AI News Daily 2025/10/22
> `AI News` | `Daily Read` | `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 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)
### **Today's Summary**
```
DeepSeek team has released a new document understanding model and proposed optical context compression technology.
Google officially announced Gemini 3.0, set to launch in December, aiming to be a new intelligent agent system.
Unitree Robotics unveiled its new generation bionic humanoid robot H2, demonstrating impressive movement coordination.
In the industry, Visual China, with its 700 million compliant data assets, has become a core supplier for AI model training.
An AI crypto trading competition showed DeepSeek leading the pack with a robust strategy and high returns.
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.
```
### Product and Feature Updates
1. DeepSeek team just dropped **DeepSeek-OCR**, a new document understanding model. This bad boy not only nails text recognition in images but also introduces a wild concept: "compressing" long texts into images! This "optical context compression" tech lets AI handle massive info with way less compute. It boasts up to 10x compression with almost no data loss, even outperforming GPT-4o's similar models. As the [Official Introduction (AI News)](https://www.xiaohu.ai/c/a066c4/deepseek-ocr-deepseek-ocr) says, this could be a game-changer for tackling large models' "memory limits," teaching AI to "see" and "forget" visually. ✨<br/>![AI News: DeepSeek-OCR Performance Comparison Chart](https://source.hubtoday.app/images/2025/10/news_01k811qq1jedg86qjzarsn2yx4.avif)
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>
2. Google CEO Pichai just announced at the Dreamforce conference that the highly anticipated **Gemini 3.0** AI model is dropping this December! 🚀 This next-gen model is set to revolutionize autonomous decision-making and execution, aiming to become a whole new intelligent agent system capable of tackling complex tasks. As [This Report (AI News)](https://www.aibase.com/zh/news/22108) puts it, Gemini 3.0's launch signals Google's full-throttle push into the next era of AI Agents, where future AI assistants won't just be tools, but indispensable smart companions in our daily lives.
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>
3. Unitree Robotics unveiled its next-gen bionic humanoid robot, **Unitree H2**, standing at 180cm and weighing 70kg! 🕺 It now features a bionic face and shows off some seriously impressive coordination. This robot can pull off complex dance moves and martial arts, with its super lifelike appearance and fluid dynamics making it feel like a sci-fi partner come to life. As the [Official Video (AI News)](https://www.aibase.com/zh/news/22099) demonstrates, H2 is designed "to serve everyone safely and friendly," hinting that service robots are hitting our homes faster than we thought! <br/>![AI News: Unitree H2 Humanoid Robot](https://source.hubtoday.app/images/2025/10/news_01k811qsr2ebpvrybyfsfdbw3x.avif)
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" 🚀.
4. AI is stepping into a "creation" phase! World Labs just dropped **RTFM**, a real-time generative world model that can continuously churn out a "realistic virtual world" with just one H100 GPU! Unlike traditional 3D modeling, RTFM learns directly from images and predicts multi-view images, building a spatially continuous world that users can explore in real-time. As the [Official Introduction (AI News)](https://www.worldlabs.ai/blog/rtfm) highlights, this marks a huge shift in generative AI from "image generation" to "world modeling," opening up endless possibilities for gaming, VR/AR, and digital twins! 🎮
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)
### Cutting-edge Research
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>
1. Large models might have "biases" in the investment game! A [New Research (AI News)](https://arxiv.org/abs/2507.20957) paper spills the tea, revealing that LLMs, when analyzing investments, generally lean towards tech stocks, large-cap stocks, and contrarian investment strategies. Even worse, when faced with evidence that contradicts their biases, these models exhibit strong "confirmation bias" and stubbornly stick to their guns. This study serves as a wake-up call: when using AI in high-stakes fields like finance, we *must* be vigilant and quantify its inherent biases, otherwise, "your AI" might not be giving "your opinion." 👀
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)
2. How do we build a "universal firewall" for Large Vision-Language Models (LVLMs) against endless jailbreak attacks? A [New Research (AI News)](https://arxiv.org/abs/2510.15430) titled **Learning to Detect (LoD)** proposes a general detection framework. Instead of learning specific attack "moves," LoD learns to identify the "safety concepts" of the task itself. This approach allows LoD to efficiently and accurately detect unknown jailbreak attacks, providing a more generalized solution for secure LVLM deployment. 🔒
### Frontier Research
3. How can AI accurately understand and generate expressive human movements? The **MotionScript** [Framework (AI News)](https://arxiv.org/abs/2312.12634) has the answer! It transforms complex 3D human motions into structured natural language descriptions, capturing every detail from emotion to style. This not only feeds high-quality training data to Text-to-Motion models but also enables LLMs to generate brand-new movements beyond existing datasets. This work bridges the gap between language and motion for animation, virtual human simulation, and robotics. 🤖
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" 💪.
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 💡.
### Industry Outlook and Social Impact
1. An epic AWS outage brought half the global internet to its knees! Major services like Perplexity, Slack, and Canva all went down, once again highlighting the fragility of overly centralized global cloud services. As [Netizen Complaints (AI News)](https://t.me/hackernews100cn/13688) whined, when all your eggs are in one basket, a tiny bump can trigger a digital "earthquake"! 💥
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)
2. Visual China, sitting on a goldmine of **700 million** compliant data assets, has successfully landed model training contracts with top AI companies like Alibaba and Microsoft, officially becoming the "data arms dealer" of the AI era! This collaboration underscores that high-quality, commercially viable, and traceable data is now an indispensable core resource in the AI large model race. As [This Report (AI News)](https://www.aibase.com/zh/news/22092) points out, Visual China is leveraging its massive data empire to snag a critical position in the AI industry chain, steering the sector towards compliant development. 📈
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)
3. Former President Trump posted a totally bizarre AI-generated video showing himself air-dropping excrement on protesters, sparking a huge online buzz. This [News (AI News)](https://www.reddit.com/r/artificial/comments/1ob3byr/trump_posts_bizarre_ai_video_in_which_he_airdrops/) once again demonstrates AI's powerful (and weird) potential in political propaganda and information warfare. As generative AI becomes readily accessible, discerning truth from falsehood and tackling information manipulation has become a serious challenge for society as a whole. 🤔<br/>![AI News: Screenshot of AI Video Posted by Trump](https://source.hubtoday.app/images/2025/10/news_01k811qyewf8p988wmvkjbet7k.avif)
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.
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)
### Open Source TOP Projects
1. Want a local knowledge base as powerful as Google NotebookLM but with more flexibility? [**open-notebook** (AI News)](https://github.com/lfnovo/open-notebook) is your answer—it's a richer open-source implementation of NotebookLM. This project has racked up ⭐6.0k Stars, letting you build your very own AI note-taking and knowledge management system exactly how you like it. ✍️
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 🙌.
2. Dreaming of "warp speed" multiplayer game development? **SpacetimeDB** is a database tailor-made for multiplayer games, boasting extreme performance and ease of use, and it's absolutely crushing it on GitHub with ⭐17.9k Stars! With [This Tool (AI News)](https://github.com/clockworklabs/SpacetimeDB), you can finally focus on your game's logic instead of getting bogged down by tricky state synchronization issues. 🕹️
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 ✨.
3. Still stuck with bloated Windows systems? **Atlas** is an open-source, lightweight Windows revamp designed to optimize performance, privacy, and usability. This [Project (AI News)](https://github.com/Atlas-OS/Atlas), with its ⭐17.2k Stars, offers an awesome alternative for power users chasing ultimate performance, making your PC "fly" again! 💨
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 ✨.
4. Andrej Karpathy's legendary **micrograd** is a tiny automatic differentiation engine that lets you get your hands dirty and unravel the mysteries of neural networks. This [Project (AI News)](https://github.com/karpathy/micrograd), boasting ⭐13.1k Stars, is small in code but packed with punch, making it the perfect intro guide to understanding deep learning's backpropagation principles. 🔬
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)
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)
### Social Media Shares
1. A "crypto trading competition" featuring six top AI models is going down right now! Each model started with $10,000 and is autonomously trading in the real crypto market—and the results are wild! DeepSeek is way ahead, raking in a solid 37% return with its data-driven strategy, while GPT-5 and Gemini 2.5 Pro are bleeding money. Guizang's brilliant breakdown of this ["AI Stock God" Contest (AI News)](https://x.com/op7418/status/1980262012434452582) vividly showcases the vastly different "trading philosophies" of these AI models. 📉📈<br/>![AI News: Live Status of AI Crypto Trading Competition](https://source.hubtoday.app/images/2025/10/news_01k811r30gf0nvpm1p4m8tmm9e.avif)
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)
2. DeepSeek OCR's paper, with its "optical compression" idea simulating human memory and forgetting mechanisms, is pure genius! orange.ai shared that by using different image resolutions to represent memories from different timeframes, the model can achieve a "theoretically infinite context window" because information naturally decays over time. This [Brilliant Analogy (AI News)](https://x.com/oran_ge/status/1980257405222142056) makes us rethink the long-context problem: maybe the trick isn't endlessly expanding memory, but learning to "forget" intelligently. 🧠<br/>![AI News: DeepSeek OCR's Optical Compression Concept](https://source.hubtoday.app/images/2025/10/news_01k811r60rfdba3znsdv58y33c.avif)
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)
3. The AI open-source community is getting swamped by trash code from "vibe coding"—what's the business model behind this? Yangyi sharply points out that many seemingly open-source projects are actually just using flashy demos to draw you in, with the ultimate goal of getting you to buy their "better" paid SaaS services. This [Sharp Critique (AI News)](https://x.com/Yangyixxxx/status/1980260113907953693) exposes the chaos in the AI open-source ecosystem, reminding us to keep our eyes peeled even when embracing open source. 🧐
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 🤔.
4. Why is AI always drawing and dancing instead of helping us clean or cook? Yangyi offered a profound observation: because stepping into real-world production is incredibly tough, demanding countless meticulous details, while abstract artistic creation is the easiest and most shareable. This [Post (AI News)](https://x.com/Yangyixxxx/status/1980157337232122028) resonated widely, highlighting the massive chasm between AI's "show-off" capabilities and practical utility. 🧑‍💻<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k811rnxcf27b2a5nhk6w24sc.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 🧐.
5. Google scored another breakthrough in medical AI, developing **DeepSomatic**, a tumor gene variation detection model that's basically a "fiery golden-eyed" powerhouse across platforms and cancer types. This model can accurately distinguish real mutations from sequencing errors in gene sequencing data, and it totally crushes existing tech when it comes to identifying insertion or deletion type variations. As [Xiaohu's Share (AI News)](https://x.com/imxiaohu/status/1980094611688456668) explains, AI is bringing revolutionary tools to precision medicine. 💊<br/>![AI News: Google DeepSomatic Model](https://source.hubtoday.app/images/2025/10/news_01k811rtq1e1n90pgdn0283a1q.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)
6. Google Veo 3.1 vs. OpenAI Sora 2—the ultimate showdown between two video generation model titans, but who takes the crown? Xiangyang Qiaomu dropped an [In-depth Comparison Review (AI News)](https://mp.weixin.qq.com/s/OyO_KaxWpBI4ECSsRT1ljA), dissecting the pros and cons of both models from multiple angles. For anyone following the AIGC video scene, this is absolutely essential reading! ✨<br/>![AI News: Veo 3.1 vs Sora 2 Comparison Review](https://source.hubtoday.app/images/2025/10/news_01k811ry7hev79nes6hmcwkjdx.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 ✨.
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)
---
**Final Thoughts:**
Thanks for taking the time to read this article! If it sparked even a little inspiration:
Thanks for taking the time to read this article! If it sparked even a tiny bit of inspiration for you:
- 🚀 **Join the "Communication Group"** and share your thoughtsevery bit of your feedback is priceless.
- 🚀 **Join our Group Chat**, to share your thoughts; every piece of feedback is priceless.
Looking forward to connecting with you further!
Looking forward to connecting with you more!
| **Hexi 2077 Communication Group - Limited Time Open** |
| ------------------------------------------------------- |
| **Hexi 2077 Group Chat - Limited Time Open** |
| ------------------------------------------- |
| ![Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg) |
---
## **AI News Daily Audio Version**
## **AI News Daily Voice Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Lai Sheng Small Pub](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
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| [Rebirth Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
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@@ -4,23 +4,23 @@ type: about
sidebar:
exclude: true
---
#### Hexi 2077 / justlovemaki
#### 👋 He Xi 2077 / justlovemaki
> A decade of code, fingertips growing cold, a simmering passion held deep inside.
> But then, the storm of AI roared to life, and I swore to fight for a spot in the digital sky!
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.
#### My Code Philosophy
#### 🚀 My Coding Philosophy
> Tech for the people, always!
Technology serves the people.
#### My Signature Projects 👇
#### ✨ Featured Works
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* This open-source project is an AI image generation script, expertly powered by Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This content aggregation and generation platform, supercharged by Cloudflare Workers, delivers your daily dose of the latest AI buzz! It curates industry news, hot open-source projects, cutting-edge academic papers, and even insights from tech bigwigs' social media.
* My [GitHub](https://github.com/justlovemaki) is where you'll find even more juicy project details!
* **[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)!
#### What I'm Diving Into Now 👇
#### 🌱 Current Explorations
LLM applications and website SEO are currently what I'm super passionate about, and I'm actively learning and putting them into practice!
I'm super into LLM applications and website SEO right now, diving deep into learning and putting them into practice!

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@@ -4,24 +4,24 @@ type: page
sidebar:
exclude: true
---
# Get in Touch
# 👋 Let's Connect!
Your ideas and feedback? Absolutely! If you've got any questions, cool collaboration ideas, or need some support, hit me up using the methods below. 👇
Got questions, collaboration ideas, or need some support? I'd absolutely love to hear from you! Here's how you can reach out. 👇
I promise to get back to your emails ASAP! 🚀
I promise to get back to your emails ASAP!
---
## **Contact Info**
## **Get In Touch**
* **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="Personal WeChat" subtitle="Feel free to connect with me!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends and public holidays)
* (Weekends & public holidays are for chilling! 🏖️)

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@@ -6,29 +6,29 @@ sidebar:
---
# Privacy Policy
*Last updated: June 1, 2025*
*Last Updated: June 1, 2025*
---
This Privacy Policy describes our policies and procedures concerning the collection, use, and disclosure of your information when you use the Service, and informs you about your privacy rights and how the law protects you.
This Privacy Policy describes our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also tells you about your privacy rights and how the law protects you.
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.
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.
## Interpretation and Definitions
## Definitions & Interpretation
### 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 plural form.
Capitalized words have meanings defined under the following conditions. The following definitions will have the same meaning whether they appear in singular or 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** 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.
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- **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.
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- **Country** refers to: California, United States.
@@ -42,34 +42,34 @@ 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/`.
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When you use our Service, we may ask you to provide certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but is not limited to:
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:
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#### Usage Data
Usage Data is collected automatically when you use the Service.
Usage Data is collected automatically when using the Service.
Usage Data may include information like your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
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.
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, 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.
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- **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.
@@ -78,68 +78,68 @@ We use both Session and Persistent Cookies for the purposes set out below:
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- **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.
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- **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.
For more information about the Cookies we use and your choices regarding Cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
For more information about the Cookies we use and your choices regarding cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
### Use of Your Personal Data
### How We Use 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 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 that 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 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 provide You with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or enquired about unless You have opted not to receive such information.
- **To manage Your requests**: To attend and manage your requests to Us.
- **For business transfers**: We may use Your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
- **For other purposes**: We may use your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns, and to evaluate and improve our Service, products, marketing, and your experience.
We may share Your personal information in the following situations:
We may share your personal information in the following situations:
- **With Service Providers** 🤝: We may share Your personal information with Service Providers to monitor and analyze the use of our Service and to contact You.
- **For business transfers** 🔄: We may share or transfer Your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business to another company.
- **With Affiliates** 👨‍👩‍👧‍👦: We may share Your information with Our Affiliates, in which case we will require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us.
- **With business partners** 🧑‍💻: We may share Your information with Our business partners to offer You certain products, services, or promotions.
- **With other users** 🌐: When You share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed externally.
- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent.
- **With Service Providers**: We may share Your personal information with Service Providers to monitor and analyze the use of our Service and to contact you.
- **For business transfers**: We may share or transfer Your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business to another company.
- **With Affiliates**: We may share Your information with Our affiliates, in which case we will require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us.
- **With business partners**: We may share Your information with Our business partners to offer You certain products, services, or promotions.
- **With other users**: When You share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed externally.
- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent.
### Retention of Your Personal Data
The Company will retain Your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use Your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will retain your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period, except when this data is used to strengthen the security or to improve the functionality of Our Service, or We are legally obligated to retain this data for longer periods.
The Company will also 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.
### 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.
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 provide You with 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 can update, modify, or delete Your information at any time by signing in to Your Account (if you have one) and visiting the account settings section that allows You to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
You may update, amend, or delete Your information at any time by signing in to Your Account, if you have one, and visiting the account settings section that allows you to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
Please note, however, that We may need to retain certain information when we have a legal obligation or lawful basis to do so.
But please note that we may need to retain certain information when we have a legal obligation or 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
@@ -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 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 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.
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 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.
## Links to Other Websites
Our Service may contain links to other websites that are not operated by Us. If You click on a third-party link, You will be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
Our Service may contain links to other websites that are not operated by Us. If You click on a third-party link, you'll 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.
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.
## 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 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.
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 before the change becomes effective and update the "Last Updated" date at the top of this Privacy Policy.
You are advised to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
## Contact Us
If you have any questions about this Privacy Policy, You can contact us:
If you have any questions about this Privacy Policy, you can reach out to us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

View File

@@ -10,44 +10,44 @@ sidebar:
---
Welcome to **ai.hubtoday** (referred to as “**the Site**” or “**we**”)! 👋 Before you dive into using our services, please take a moment to carefully read these Terms of Service. By accessing or using the Site, youre basically saying you agree to and accept these terms.
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? 👍
## 1. About Our Services
So, what's on offer? **The Site** provides users with paid subscription content and membership services. This includes, but isn't limited to, awesome blog posts, exclusive resources, e-books, and vibrant community interactions. Just a heads-up: some of this cool content is only for our subscribed users.
## 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.
## 2. User Registration & Accounts
- To get started, users need to provide a valid email address and set up a password to register for an account.
- Your account security is on you! Users are responsible for their account's security and all activities under it. **Absolutely no transferring or sharing** your account.
- **The Site** reserves the right to **suspend or terminate** a user's account if they violate these terms.
* 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'! 😬
## 3. Paid Subscription Services
- Good news: subscription services are billed on either a monthly or annual basis, and the fees are always clearly laid out on the checkout page.
- All payments are handled securely through third-party payment platforms (like Stripe, PayPal). Rest assured, **the Site** doesn't store any of your payment information.
- Heads up! Subscriptions will **automatically renew** unless you cancel before your current billing cycle ends.
- **Our 14-day refund policy** for first-time subscribers is pretty straightforward: if you're not totally satisfied within 14 days of purchase, you can request a full refund. Just hit us up via the email provided at the end of these terms, and tell us why you're looking for a refund. Each user gets one refund opportunity. For anything beyond 14 days, or for non-first-time subscriptions, **no refunds** will be issued after payment, unless the law absolutely demands it.
* **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! ⚖️
## 4. Content Use & Intellectual Property
- All original content you find here is **copyrighted by the Site (hubtoday)**. Please, no copying, reproducing, or using it for commercial purposes without our authorization.
- Users are granted a **non-exclusive, non-transferable access right** solely for personal learning and reading.
- If you're eyeing our content for commercial use or want to cite us extensively, please reach out to **the Site** for proper authorization.
* **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! 😉
## 5. User Conduct Guidelines
- **Seriously, don't** upload, publish, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights.
- It is **strictly prohibited** to use technical means for mass downloading, scraping, or cracking our membership content. That's just not cool.
- **The Site** reserves the right to remove any inappropriate content and **ban violating users**. You've been warned! 😉
* 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! 🚨
## 6. Service Changes & Interruptions
- Life happens! We reserve the right to change, suspend, or terminate part or all of our services at any time, without giving you prior notice.
- **The Site** **is not liable for compensation** if content is temporarily inaccessible due to force majeure, server failures, or third-party service interruptions. We'll do our best, though!
* **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. 💨
## 7. Disclaimer
- Just so we're clear: the 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 incurred by users due to their use of the Site's content or services. Use at your own discretion!
* **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! 🚧
## 8. Governing Law
- These Terms of Service are governed by and construed in accordance with the laws of the State of California, United States, without messing with its conflict of law principles.
- Any disputes that pop up from or relate to these terms should first be sorted out 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.
* **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 Us
- Got questions about these terms? Don't hesitate to contact us via the following:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## 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)