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---
linkTitle: 10-20-Daily
title: 10-20-Daily AI News Daily
weight: 12
breadcrumbs: false
comments: true
description: Manus, an AI development tool, has undergone a "system-level reconstruction"
and launched its powerful 1.5 version, now capable of building, configuring, and.
---
## AI News Daily 2025/10/20
> AI News | Daily Morning Read | Aggregated Web Data | Cutting-Edge Scientific Exploration | Industry Free Speech | Open Source Innovation | AI and Human Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Digest**
```
AI development tool Manus released a new version, capable of autonomously building and deploying complete applications from scratch.
Uber announced it would offer drivers new gig work in AI data labeling, opening up a brand new labor market.
AI guru Karpathy believes LLMs' perfect memory hinders generalization; forgetting is a feature, not a bug.
Meanwhile, an OpenAI researcher's claim of solving math problems with GPT-5 was confirmed to be a false alarm.
Google's Veo 3.1 video model demonstrated astonishing control, marking AI video generation's shift towards precise direction.
```
### Product & Feature Updates
1. **Manus**, an AI development tool, has undergone a "system-level reconstruction" and launched its powerful 1.5 version, now capable of building, configuring, and deploying complete web applications from scratch! 🤯 This isn't just a static page generator anymore; it's a full-stack intelligent development framework that handles backend, databases, user authentication, and deployment autonomously. The new engine also boasts a nearly 4x speed increase, marking AI's evolution from a "code generator" to a "SaaS-level application builder" 🚀, as highlighted in its [Official Introduction (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/manus-1-5-web).<br/>![AI News: Top 10 Development Features of Manus 1.5](https://source.hubtoday.app/images/2025/10/news_01k7yhfrd1e9x9hd4z6xep1f6a.avif)
2. Got a specific domain you want Claude to master? Now there's a "one-click feeding" tool for that! An open-source project called **Skill_Seekers** can automatically scrape and organize any technical documentation website, enhance it with AI, and finally package it into a ".zip skill pack" that Claude can directly load. As the [Project Introduction (AI News)](https://www.xiaohu.ai/c/a066c4/claude-skill) states, this enables automatic knowledge integration, a crucial step for AI moving from "passive Q&A" to "active learning" 💡.<br/>![AI News: Skill_Seekers Workflow Diagram](https://source.hubtoday.app/images/2025/10/news_01k7yhfwg2fz4befcmqs19tvnm.avif)
### Industry Outlook & Social Impact
1. **Uber** is reshaping the future of the gig economy by announcing a new gig for its drivers beyond driving: **AI data labeling** 🤖. This means drivers can now earn extra income by completing data labeling tasks on their phones during idle times between rides, simultaneously opening up a massive, new labor market for the AI industry. As [This Report (AI News)](https://www.cnbc.com/2025/10/16/uber-will-offer-us-drivers-more-gig-work-including-ai-data-labeling.html) reveals, AI's development is creating increasingly fascinating synergies with traditional industries 🤔.
2. **Elon Musk** challenged AI guru Andrej Karpathy to a "man-machine programming battle," aiming for an AI version of the "Deep Blue moment," but Karpathy shrewdly declined. Karpathy stated he'd prefer to collaborate with **Grok 5** rather than compete, as his value as a human "approaches zero" in extreme scenarios. This [Interesting Event (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247833918&idx=2&sn=3e028e83379fa093736f63bc0413368d) sparked discussions about human-AI collaboration versus confrontation, and was also interpreted by some as Musk's creative way of "recruiting" his former employee 🤔.<br/>![AI News: Musk and Karpathy's Interaction](https://source.hubtoday.app/images/2025/10/news_01k7yhfzmffmfa82kz29kxs8fz.avif)
### TOP Open Source Projects
1. Want to train your own GPT model from scratch? The [**minimind** (AI News)](https://github.com/jingyaogong/minimind) project is your "express starter guide," demonstrating how to train a small GPT with 26 million parameters from the ground up in just 2 hours! 🚀 This project, boasting ⭐30.1k Stars, offers an excellent practical case for anyone keen to delve deeper into the large model training process.
2. The ultimate perk for programmers has arrived! The [**free-programming-books** (AI News)](https://github.com/EbookFoundation/free-programming-books) GitHub project is a digital library collecting a massive amount of freely available programming books 📚. With an astounding ⭐373.3k Stars, it has become a knowledge treasure trove maintained by developers worldwide. Whatever language or technology you want to learn, you'll find the resources you need here! ✨
3. Still struggling with API testing? **yaak** is an intuitively designed desktop API client supporting various protocols like REST, GraphQL, and WebSockets 🦬. This [Project (AI News)](https://github.com/mountain-loop/yaak), with ⭐8.3k Stars on GitHub, has become a go-to debugging tool for many developers, thanks to its clean interface and powerful features.
4. Want AI to automate repetitive tasks on web pages? The [**Skyvern** (AI News)](https://github.com/Skyvern-AI/skyvern) project leverages LLMs and computer vision to automate any browser-based workflow 🤖. This open-source tool, boasting ⭐14.7k Stars, can free you from tedious web operations, effortlessly handling everything from data scraping to process automation 🔥.
5. **micrograd**, the classic work by AI guru Andrej Karpathy, is a tiny auto-differentiation engine that lets you personally unveil the mysteries of neural networks 🧠. This [Project (AI News)](https://github.com/karpathy/micrograd), with ⭐13.0k Stars, is small in code but complete in functionality, making it the best introductory textbook for understanding deep learning's backpropagation principles.
### Social Media Shares
1. **Andrej Karpathy's** latest podcast is nothing short of a "thought explosion," where he dropped a series of groundbreaking ideas like "**We are in the decade of agents**" and "**Forgetting is a feature, not a bug**" 🤯. He posits that humanity's poor memory forces us into abstract thinking, while LLMs' perfect memory paradoxically hinders generalization. Perhaps what we need aren't larger models, but models better at "forgetting." These [Highlights Compiled by orange.ai (AI News)](https://x.com/oran_ge/status/1979704983265456362) have sparked profound reflections on the very nature of AI 🤔.<br/>![AI News: Karpathy Podcast Core Views](https://source.hubtoday.app/images/2025/10/news_01k7yhg3k6e60rdsjywxdama3k.avif)
2. The AI community witnessed a "major blunder" over the weekend when an **OpenAI researcher** grandly announced that GPT-5 had "solved" 10 long-unanswered math problems, only for it to be revealed that it merely retrieved existing literature 😂. DeepMind's CEO escalated the situation with a simple, "That's embarrassing," while LeCun sharply ridiculed the self-inflicted wound, leading to the eventual deletion of the related tweets. Baoyu's [Gossip Summary (AI News)](https://x.com/dotey/status/1979640848041071097) provides a full recap of this PR disaster, triggered by an overstatement of AI capabilities.<br/>![AI News: Screenshots of the GPT-5 Math Problem Debacle](https://source.hubtoday.app/images/2025/10/news_01k7yhg756fmcvesq5gqs37pg3.avif)
3. The leap in **AI Agent capabilities** isn't about model intelligence; it's about the "**cognitive processes**" designed for them! An [In-depth Article (AI News)](https://mp.weixin.qq.com/s/tewBKHgbyrjxUjAOmkXI7A) shared by a former Manus team member highlights that structured processes like planning, iteration, and interaction can effectively counteract LLM's divergent thinking and forgetting. This article, recommended by ginobefun, profoundly reveals that we're shifting from pursuing LLMs' one-off "fast thinking" to designing verifiable "slow thinking," trading more computational steps for higher certainty results 💡.
4. Just how realistic are AI-generated ASMR sounds? **Higgsfield AI's** latest work redefines "realism," producing whispers, breathing sounds, and other subtle audio effects that are virtually indistinguishable from human-made ones 🤯. This [Reddit Hot Post (AI News)](https://www.reddit.com/r/artificial/comments/1oapvpe/this-asmr-isnt-human-higgsfield-ai-just-redefined/) sparked heated discussion: when AI can simulate such nuanced human sensory experiences, how far are we from AI that can "feel" emotions? 🤔<br/>![AI News: Higgsfield AI Redefines "Realism"](https://source.hubtoday.app/images/2025/10/news_01k7yhgaaafn4rhswhf2mcqwwk.avif)
5. **Google's Veo 3.1** video model showcased its astonishing control, with a "one-shot" video introducing ancient Rome going viral on social media—it was incredibly smooth and stunning! ✨ This video achieved precise camera control and scene continuity by utilizing only the model's start and end frame reference features. As [This Share (AI News)](https://x.com/op7814/status/1979822641038160135) demonstrates, AI video generation is moving from an era of "random draws" to "precise direction."<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7yhgq5wfrca145kegbs48kv.mp4" controls="controls" width="100%"></video>
6. Are **AI summaries** killing deep learning? Yubo shared his reflections, believing that AI summaries are like "watching a movie in five minutes"—efficient but losing the richness of original information and personal perspective 🤔. He cited Karpathy's podcast view, emphasizing that original content is the "yeast" and users are the "dough"; true understanding needs time to "ferment." This [Thought-Provoking Post (AI News)](https://m.okjike.com/originalPosts/68f452243ea7571a78e788ca) reminds us that AI's ceiling still lies with humans, urging us not to let the convenience of tools replace the depth of thought.
7. Generate an interactive 3D world in just 7 seconds! The open-source model **FlashWorld** has achieved astonishing breakthroughs in speed and quality, rapidly generating high-quality 3D Gaussian splatting from a single image or a sentence 🫨. Through an innovative "**dual-mode training + cross-modal distillation**" mechanism, this model strikes a perfect balance between rendering quality, spatial consistency, and inference speed. As [This Introduction (AI News)](https://t.co/CildGfyJck) suggests, FlashWorld is pushing 3D generation into a new era of "real-time creation" 🔥.<br/></video>
8. What does AI need most? Not bigger models, but "**evaluation**"! Blogger Yangyi acutely points out that behind evaluation lies a mission and vision, forming AI's reward function—its "original intention" 🎯. As [What He Said (AI News)](https://x.com/Yangyixxxx/status/1979761955947864142) illustrates, both humans and AI constantly refine their methods and goals through interactions and feedback with the world, ultimately achieving growth 💡.
9. How can you make AI "smarter" when programming collaboratively? Baoyu shared a practical trick: **tell the AI how to verify results**, not just point out errors 🛠️. By providing clear validation methods (e.s., input, actual output, expected output), AI can initiate a self-correction loop, continuously debugging until the problem is solved. This [Simple Trick (AI News)](https://x.com/dotey/status/1979684614949007460) can significantly boost the reliability and efficiency of AI Coding Agents.<br/>![AI News: AI Programming Validation Trick Example](https://source.hubtoday.app/images/2025/10/news_01k7yhgxqnf5ere6fam97ehwev.avif)
10. Still scratching your head over translating obscure technical articles? Baoyu shared an excellent translation prompt trick: add the requirement to "**interpret appropriately**" ✨. This way, during translation, AI will automatically add annotations for difficult jargon or cultural nuances that hinder understanding, making the translated text more reader-friendly. This [Simple Yet Powerful Prompt (AI News)](https://x.com/dotey/status/1979688852718752144) can significantly boost the readability of technical articles. <br/>![AI News: Translation Prompt Optimization](https://source.hubtoday.app/images/2025/10/news_01k7yhh2qpep4bqzpx2wzcnrd6.avif)
11. "Vibe Coding" might feel great in the moment, but an API Key leak can lead to a funeral pyre! A [Dark Humor Joke (AI News)](https://m.okjike.com/originalPosts/68f46facf7aa6d1438ba0c0f) once again reminds developers: while enjoying the convenience of AI programming, always pay attention to code security. Carelessly committing an API key to a public repository is like hanging your house keys online—don't let this "free shopping" tragedy happen to you 😂.<br/>![AI News: Vibe Coding Security Warning](https://source.hubtoday.app/images/2025/10/news_01k7yhh5vjfx7vjkhvz8d7wj7q.avif)
12. Is the **WeChat Official Accounts ecosystem** about to undergo a shake-up? News suggests WeChat will heavily promote short visual content and alter the push mechanism for long-form articles, sparking heated discussions among content creators 🤔. This [Share (AI News)](https://x.com/ZHO_ZHO_ZHO/status/1979795739321762053) reflects a widespread anxiety among creators: in an era dominated by quick, digestible content, the space for in-depth long-form articles is being further squeezed. This isn't just a WeChat adjustment; it's a microcosm of the broader content industry trend.<br/>![AI News: WeChat Official Accounts Push Mechanism Adjustment Discussion](https://source.hubtoday.app/images/2025/10/news_01k7yhh8dbec9ts1ee1h0msbs0.avif)
---
**Final Thoughts:**
Thanks for taking the time to read this article! If it offered you even a little inspiration:
- 🚀 **Join the "Community Group"** to share your thoughts; every piece of your feedback is invaluable.
Looking forward to connecting with you more!
| **Hexi 2077 Community Group - Limited Time Open** |
| --------------------------------------------------------------- |
| ![Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg) |
---
## **AI News Daily Audio Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| ------------------------------------ | ------------------------------------------------------------------ |
| [Laisheng Xiaojiuguan (Next Life Tavern)](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intel Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,98 +2,95 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-10/2025-10-18
next: /en/2025-10/2025-10-19
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/10/19
## AI News Daily 2025/10/20
> `AI News` | `Daily Briefing` | `Web Data Aggregation` | `Frontier Science Exploration` | `Industry Voice` | `Open Source Innovation` | `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 | Aggregated Data | Cutting-Edge Science | Industry Voice | Open Source Innovation | AI & Human Future | [Visit Web Version 🌐](https://ai.hubtoday.app/) | [Join the Group Chat 👋](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
### Today's Rundown
```
Anthropic launched a "Skills" system for its Claude model, while Gemini API officially integrated with Google Maps.
Frontier research quantified counting hallucinations in AI image generation and proposed improvements for accuracy.
OpenAI founding member Andrej Karpathy highlighted significant challenges remaining for achieving reliable AI agents.
Fields Medalist Terence Tao believes AI will primarily serve as an efficient research assistant for human experts in the short term.
As AI capabilities grow, human core competencies will shift towards unique aesthetics, insights, and creative guidance.
Manus, an AI development tool, just dropped a new version that can build and deploy full apps from scratch.
Uber is now offering a new gig for drivers: AI data labeling, opening up a fresh labor market.
AI legend Karpathy thinks perfect LLM memory hinders generalization; forgetting might actually be a feature, not a bug.
Meanwhile, an OpenAI researcher's claim of GPT-5 solving math problems turned out to be a total misunderstanding.
Google's Veo 3.1 video model wowed everyone with its insane control, hinting at an era of precise AI video direction.
```
### Product & Feature Updates
### Product & Feature Drops
1. Anthropic has just introduced a brand-new "Skills" system for its Claude models, essentially giving the AI a customizable skill tree! 🚀 Renowned developer Simon Willison believes this paradigm could be even more disruptive than the MCP concept, enabling Claude to learn and [master and improve specific task capabilities](https://readhacker.news/s/6DM4B). This is a monumental leap, shifting the model from being "all-knowing" to "all-capable."
1. **Manus**, an AI development tool, just got a massive "system-level overhaul" with its powerful 1.5 release! This isn't your old toy that only generates static pages; Manus 1.5 can now build, configure, and deploy entire web applications from scratch. This intelligent development framework autonomously handles the full stack, from backend and databases to user authentication and deployment. According to the [Official Introduction (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/manus-1-5-web), the new engine also boasts nearly 4x faster execution speeds. This signals a major leap, with AI evolving from mere "code generator" to a full-blown "SaaS-level application builder." 🔥<br/>![AI News: Top 10 Development Features of Manus 1.5](https://source.hubtoday.app/images/2025/10/news_01k7yhfrd1e9x9hd4z6xep1f6a.avif)
2. Gemini API is now officially integrated with Google Maps, forging a deep connection between the powerful reasoning capabilities of large models and the real world! 🥳 By tapping into **over 250 million real-world locations**, developers can now build brand-new AI applications with cutting-edge geospatial awareness, as showcased in this [official announcement](https://x.com/googleaidevs/status/1979277829750821178). It's literally like equipping Gemini with eyes to understand the globe and feet to traverse it! 📍
### Frontier Research
1. Why do AI artists always mess up fingers? 🤔 A research team from the University of Adelaide, Meituan, and Shanghai Jiao Tong University has, for the first time, systematically quantified the **counting hallucination** problem in diffusion models. 🔥 Not only did they build the first evaluation benchmark, **CountHalluSet**, but they also made the astonishing discovery that common optimization techniques, like increasing sampling steps, can actually *worsen* these hallucinations! They've also proposed a [joint diffusion model solution](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247833874&idx=5&sn=968fe6f37ad7ca8b697723484e609982) that significantly reduces errors, with its [paper](https://arxiv.org/pdf/2510.13080) and [code](https://github.com/ShyFoo/CountHallu-Diff) both publicly available. This groundbreaking research is a massive leap forward, pushing AI generation from merely 'looking real' to 'being accurate'!
<br/>![AI News: Joint Diffusion Model Architecture Diagram](https://source.hubtoday.app/images/2025/10/news_01k7vy96mbekz8k1a4gnmdcq3j.avif)
<br/>![AI News: CountHalluSet Dataset Example](https://source.hubtoday.app/images/2025/10/news_01k7vy9dtgeyf9rwphz61918pk.avif)
2. **Skill_Seekers**, an open-source project, offers a "one-click feeding" tool for Claude to master specific domain knowledge! It can automatically crawl, organize, and AI-enhance any technical documentation website, finally packaging it into a ".zip skill pack" that Claude can directly load. As the [Project Introduction (AI News)](https://www.xiaohu.ai/c/a066c4/claude-skill) puts it, this enables automatic knowledge integration, marking a crucial step for AI to move from "passive Q&A" to "active learning." 💡<br/>![AI News: Skill_Seekers Workflow Diagram](https://source.hubtoday.app/images/2025/10/news_01k7yhfwg2fz4befcmqs19tvnm.avif)
### Industry Outlook & Social Impact
1. OpenAI founding member Andrej Karpathy has thrown a bucket of cold water on the feverish AI Agent market, sharply pointing out that we're in the 'Decade of Agents,' not the 'Year One of Agents' 🥶. He uses the example of autonomous driving's "**march of the nine nines**" to emphasize the chasm between a 90% demo and a 99.999% reliable product, highlighting the need to overcome huge failure costs and countless long-tail problems. This [in-depth analysis](https://m.okjike.com/originalPosts/68f3163dcc3970b79d9ac1bd) reminds us that in the age of AI, patience is far more valuable than excitement.
<br/>![AI News: Analogy between Autonomous Driving and AI Agents](https://source.hubtoday.app/images/2025/10/news_01k7vy9gdtfdtbs7zdq486y6kd.avif)
1. **Uber** is reshaping the future of the gig economy by offering its drivers a new hustle beyond driving: **AI data labeling**! 🤖 This means drivers can now rake in extra cash by completing data labeling tasks on their phones during downtime between rides. Plus, it carves out a massive, entirely new labor market for the AI industry. As [This Report (AI News)](https://www.cnbc.com/2025/10/16/uber-will-offer-us-drivers-more-gig-work-including-ai-data-labeling.html) highlights, AI's evolution is sparking increasingly fascinating reactions with traditional sectors. 🧐
2. When AI can execute ideas at astonishing speed, the real bottleneck isn't technology anymore—it's the commercial insight of 'what to do' and 'how to do it.' An [incisive post](https://x.com/Yangyixxxx/status/1979335089445310601) suggests that instead of just dreaming, it's better to talk to real customers and even collect deposits. That's because the process of taking on projects is where you uncover true pain points and willingness to pay 💰. For independent developers, pursuing multiple paid demands in parallel is the best way to amplify chances of success.
2. **Elon Musk** challenged AI guru Karpathy to a "human-AI coding war," aiming for an AI-era "Deep Blue moment," but Karpathy shrewdly declined. 😅 Karpathy stated he'd rather collaborate with **Grok 5** than compete, as his value as a human "approaches zero" in extreme scenarios. This [Interesting Event (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247833918&idx=2&sn=3e028e83379fa093736f63bc0413368d) didn't just spark debates on human-AI collaboration versus confrontation; it was also seen by many as Musk's elaborate attempt to "recruit" his former employee. 🤔<br/>![AI News: Elon Musk and Karpathy's Interaction](https://source.hubtoday.app/images/2025/10/news_01k7yhfzmffmfa82kz29kxs8fz.avif)
3. Fields Medalist Terence Tao believes that AI's short-term value in mathematics isn't about tackling top-tier problems, but rather acting as an efficient research assistant, helping experts handle tedious tasks like literature retrieval 💡. This "**AI-assisted + human confirmation**" model has already successfully helped uncover existing solutions to at least six of Erdős's 'unsolved mysteries,' showcasing the immense potential of human-machine collaboration. As this [brilliant interpretation](https://x.com/dotey/status/1979341540028715202) puts it, AI is liberating mathematicians from repetitive labor, allowing them to focus on genuine innovation.
### Top Open Source Projects
4. As AI becomes increasingly powerful, human core competitiveness will pivot from execution to creation. Our unique **aesthetics and insights** will become the sole moat 🌊. We'll transform into directors, chief editors, and concept creators, providing context to AI with our life experience and professional knowledge, co-creating magnificent works. As this [thought-provoking tweet](https://x.com/vista8/status/1979389046234415165) suggests, your distinctive taste is truly your most valuable asset in the future.
1. **minimind** is your ultimate "quick-start guide" if you're looking to train your own GPT model from scratch! The [**minimind** (AI News)](https://github.com/jingyaogong/minimind) project brilliantly demonstrates how to train a small 26-million-parameter GPT in just two hours. 🚀 Racking up an impressive ⭐30.1k Stars, this project offers a fantastic practical case study for anyone eager to dive deep into the large model training process. 🤩
5. A sharp comment reveals a bizarre phenomenon within some big tech companies: middle managers are meticulously weaving 'dreamlands' for executives, letting decision-makers sleep soundly in a false sense of prosperity 🤔. The author in [this post](https://x.com/oran_ge/status/1979542805799465379) sardonically points out that these companies aren't even relying on AI to survive, hinting at the massive crisis lurking behind such outdated work practices. Dreams, after all, eventually come to an end—we just don't know when.
2. **free-programming-books**, this GitHub project, is a developer's ultimate perk, a digital library overflowing with tons of freely available programming books! 📚 Boasting an astounding ⭐373.3k Stars, it has become a globally maintained treasure trove of knowledge for developers worldwide. Whatever language or tech you're itching to learn, you'll definitely find what you need here! 🎉
### TOP Open Source Projects
3. **yaak**, an intuitively designed desktop API client, supports multiple protocols like REST, GraphQL, and WebSockets. Still scratching your head over API testing? This [Project (AI News)](https://github.com/mountain-loop/yaak), with its ⭐8.3k Stars on GitHub, has become a debugging powerhouse for countless developers thanks to its clean interface and robust features.
1. `claude-cookbooks` is a must-see 'kung fu manual' if you're looking to master Claude models, having already garnered a whopping ⭐21.2k stars on GitHub! This resource compiles tons of engaging and efficient tutorials, guiding you step-by-step on how to unleash Claude's full potential ✨. Whether you're a newbie or a seasoned pro, you'll find inspiration to level up in [this treasure trove](https://github.com/anthropics/claude-cookbooks).
4. **Skyvern**, an open-source project, utilizes LLMs and computer vision to automate any browser-based workflow! 🤖 Wanna ditch those repetitive web tasks and have AI handle them for you? This tool, sporting ⭐14.7k Stars, will liberate you from tedious web operations, effortlessly tackling everything from data scraping to process automation. 🔥
2. `Hands-On-Large-Language-Models` is the official code repository for the renowned O'Reilly book, 'Hands-On Large Language Models,' and it's racked up an impressive ⭐16.6k stars. It provides readers with a complete set of practical code to build and understand large language models from scratch, making it the ultimate textbook for combining theory with practice 📚. Want to peel back the mysterious veil of LLMs yourself? Then [start with this project](https://github.com/HandsOnLLM/Hands-On-Large-Language-Models)!
5. **micrograd**, a classic by AI legend Andrej Karpathy, is a tiny auto-differentiation engine that lets you personally peel back the curtain on neural networks! 🧠 This [Project (AI News)](https://github.com/karpathy/micrograd), with its ⭐13.0k Stars, might have a small codebase but it's packed with everything you need, making it the ultimate introductory textbook for understanding deep learning's backpropagation principles.
3. Want to turn your e-books into audiobooks? The `ebook2audiobook` project makes it a breeze, attracting ⭐11.8k stars on GitHub thanks to its powerful features. It not only supports **voice cloning**, letting you listen to books in familiar voices, but also covers over **1107 languages** truly a godsend for book lovers 🎧. Go ahead and check out [its codebase](https://github.com/DrewThomasson/ebook2audiobook) to give your eyes a break!
### Social Buzz
4. `storybook` is widely recognized as the 'armory' of frontend development, allowing developers to build, test, and document UI components in isolation. It currently boasts an astonishing ⭐88k stars. This tool significantly boosts development efficiency and component quality, making the creation of complex UIs as simple and fun as building with LEGOs 🎨. Every UI developer should definitely take a look at [this industry-standard project](https://github.com/storybookjs/storybook).
1. **Andrej Karpathy's** latest podcast is nothing short of a "thought explosion," dropping a series of game-changing ideas like "**We are in the decade of agents**" and "**Forgetting is a feature, not a bug**"! 🤯 He argues that humanity's poor memory forces us into abstract thinking, while LLMs' perfect recall actually hinders generalization. Perhaps what we need isn't bigger models, but models that are better at "forgetting." These [Highlights Compiled by orange.ai (AI News)](https://x.com/oran_ge/status/1979704983265456362) have sparked deep reflection on the very essence of AI. 🤔<br/>![AI News: Karpathy's Podcast Core Views](https://source.hubtoday.app/images/2025/10/news_01k7yhg3k6e60rdsjywxdama3k.avif)
5. Looking to equip your personal world with a powerful AI smart assistant? The `deepchat` project was born for exactly that, aiming to securely connect top-tier AI models with your personal data 🤖. This [smart assistant project](https://github.com/ThinkInAIXYZ/deepchat), which has earned ⭐4.3k stars on GitHub, is all about creating a truly private AI companion that genuinely understands you. Imagine having a super-brain dedicated solely to your needs how cool is that?
2. A "comedy of errors" played out in the AI community over the weekend! An OpenAI researcher boldly declared that GPT-5 had "solved" ten unsolved math problems, only for it to be revealed they had merely retrieved existing literature. 😂 DeepMind's CEO's "That's embarrassing" comment escalated the whole affair, and LeCun sharply quipped about them "shooting themselves in the foot," leading to the eventual deletion of the related tweets. Baoyu's [Gossip Summary (AI News)](https://x.com/dotey/status/1979640848041071097) provides a full recap of this PR disaster, triggered by an overblown claim about AI capabilities. 🤦‍♀️<br/>![AI News: Screenshots related to the GPT-5 Math Problem Incident](https://source.hubtoday.app/images/2025/10/news_01k7yhg756fmcvesq5gqs37pg3.avif)
6. `deepdarkCTI` is a treasure trove repository specifically dedicated to collecting cyber threat intelligence from the **deep and dark web**, making it invaluable for cybersecurity professionals. This project has secured ⭐5.8k stars on GitHub, providing security analysts and white-hat hackers with crucial 'frontline reports' 🕵️‍♂️. By leveraging [this open-source intelligence source](https://github.com/fastfire/deepdarkCTI), you can gain a deeper understanding of the threats lurking in the internet's shadows.
3. The secret to a leap in **AI Agent capabilities** isn't just about model intelligence; it's all about the "**cognitive processes**" designed for them! A brilliant [In-depth Article (AI News)](https://mp.weixin.qq.com/s/tewBKHgbyrjxUjAOmkXI7A), shared by a former Manus team member, highlights that structured processes like planning, iteration, and interaction can effectively combat LLM's scattered thinking and forgetfulness. This piece, recommended by ginobefun, deeply reveals that we're shifting from chasing LLM's one-off "fast thinking" to designing a verifiable "slow thinking," trading more computational steps for higher certainty results. 💡
### Social Media Shares
4. **Higgsfield AI's** latest work just redefined "realism" with its AI-generated ASMR sounds! 🤯 How lifelike are they? The whispers, breaths, and other subtle sound effects are so convincing, you can barely tell if it's human or machine. This [Reddit Hot Post (AI News)](https://www.reddit.com/r/artificial/comments/1oapvpe/this-asmr-isnt-human-higgsfield-ai-just-redefined/) sparked a heated discussion: when AI can simulate such intricate human sensory experiences, how far are we from AI that can actually "feel" emotions? 🧐<br/>![AI News: Higgsfield AI Redefines "Realism"](https://source.hubtoday.app/images/2025/10/news_01k7yhgaaafn4rhswhf2mcqwwk.avif)
1. Claude Code's potential extends far beyond just writing code; it's a powerful general-purpose agent! A list containing **over 20 advanced use cases** is currently going viral 🔥. From 'mentor-style' programming with custom output formats, to integrating with Telegram for alerts, and even automatically generating SEO traffic, these tricks will absolutely revolutionize your workflow. Go check out this [ultimate application guide](https://x.com/shao__meng/status/1979211629914132700) to unleash Claude's full power!
<br/>![AI News: Claude Code Advanced Usage Examples](https://source.hubtoday.app/images/2025/10/news_01k7vy9tpte9yre8e3s9q0sw2g.avif)
<br/>![AI News: Claude Code Application Cases](https://source.hubtoday.app/images/2025/10/news_01k7vy9ykyfrd8vjbx5v7vcr1v.avif)
5. **Google's Veo 3.1** video model flexed its astonishing control, with a "one-shot" video introducing ancient Rome going viral on social media—it's incredibly smooth and stunning! ✨ This video achieved precise camera control and scene continuity by simply leveraging the model's start and end frame reference feature. As [This Share (AI News)](https://x.com/op7814/status/1979822641038160135) demonstrates, AI video generation is transitioning from "random lottery" to an era of "precise direction." 🎬<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7yhgq5wfrca145kegbs48kv.mp4" controls="controls" width="100%"></video>
2. Why do we dream? 🤔 A brilliant hypothesis from *Cell* suggests that dreams are an evolutionary mechanism to **prevent the brain from 'overfitting' to real life** 🤯. By injecting bizarre, incoherent 'noise' into dreams, the brain is forced to learn more generalized representations instead of rote memorization of daytime experiences. This [thought-provoking post](https://m.okjike.com/originalPosts/68f36542cc3970b79da16cc8) explains that the unreality of dreams is precisely their greatest value.
6. **Yu Bo** shared his reflections: Are AI summaries killing deep learning? 🤔 He argues that AI summaries are like "watching a movie in five minutes"—efficient, sure, but they strip away the richness of the original information and personal perspective. Citing Karpathy's podcast, he stresses that the original content is the "yeast," and users are the "dough"; true understanding needs time to "ferment." This [Thought-provoking Post (AI News)](https://m.okjike.com/originalPosts/68f452243ea7571a78e788ca) reminds us that the human element remains AI's ultimate ceiling, and we shouldn't let the convenience of tools replace the depth of our thinking.
3. The Chinese translation project for the important work 'Agent Design Patterns' is seeing a surge in popularity on GitHub, having already garnered over ⭐1.2k stars and formed a dedicated reading and discussion group 🌟. The project initiators invite everyone interested in AI Agents to join, discuss insights, and even participate in future live events. Because reading alone is nowhere near as good as discussing in a group, jump into this feast of knowledge via [this translation project](https://x.com/hongming731/status/1979368036399485145)!
<br/>![AI News: Project GitHub Star Count Screenshot](https://source.hubtoday.app/images/2025/10/news_01k7vya76reatvt52hba4vwx67.avif)
7. **FlashWorld**, an open-source model, has achieved an astounding breakthrough in speed and quality: generating an interactive 3D world in just 7 seconds! 🤩 It can rapidly create high-quality 3D Gaussian splatting from a single image or a simple sentence. This model leverages an innovative "**dual-mode training + cross-modal distillation**" mechanism to strike a perfect balance between rendering quality, spatial consistency, and inference speed. As [This Introduction (AI News)](https://t.co/CildGfyJck) states, FlashWorld is pushing 3D generation into a new era of "real-time creation." 🚀<br/></video>
4. AI chefs are battling it out online: whose braised pork belly do you prefer? 🤤 An interesting post asks netizens: which video of braised pork, generated by **veo3.1** or **sora 2 pro**, makes your mouth water more? This unique 'cooking competition' isn't just mouth-watering; it also vividly demonstrates the astonishing capabilities of top-tier video generation models. Come [check out this showdown](https://x.com/vista8/status/1979485269549371745) and crown your AI food god!
<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7vyaf8ke3fbvrcc9prq4rga.mp4" controls="controls" width="100%"></video>
8. What does AI need most? Not bigger models, but "**evaluation**"! Blogger **Yangyi** hits the nail on the head, pointing out that behind evaluation lies a mission and vision, which forms AI's reward function—its "original intention." 🎯 As [He Said (AI News)](https://x.com/Yangyixxxx/status/1979761955947864142), both humans and AI continuously refine their means and ends through interaction and feedback with the world, ultimately achieving growth. 💡
9. How do you make AI "smarter" when coding collaboratively? **Baoyu** shared a super practical tip: **tell the AI how to verify results**, instead of just pointing out errors! 🛠️ By providing clear verification methods (like input, actual output, expected output), the AI can kick off a self-correction loop, constantly debugging until the problem is solved. This [Simple Trick (AI News)](https://x.com/dotey/status/1979684614949007460) can massively boost the reliability and efficiency of AI Coding Agents. 🚀<br/>![AI News: Example of AI Programming Verification Technique](https://source.hubtoday.app/images/2025/10/news_01k7yhgxqnf5ere6fam97ehwev.avif)
10. Still pulling your hair out over translating complex technical articles? **Baoyu** shared an awesome translation prompt trick: just add the requirement to "**interpret appropriately**"! ✨ This makes the AI automatically annotate tricky jargon or cultural nuances that might hinder understanding, making the translated text much more reader-friendly. This [Simple Yet Powerful Prompt (AI News)](https://x.com/dotey/status/1979688852718752144) can significantly boost the readability of technical articles. 🌟<br/>![AI News: Translation Prompt Optimization](https://source.hubtoday.app/images/2025/10/news_01k7yhh2qpep4bqzpx2wzcnrd6.avif)
11. "Vibe Coding" feels great until your API key gets leaked and it's a total disaster! A [Hellish Joke (AI News)](https://m.okjike.com/originalPosts/68f46facf7aa6d1438ba0c0f) serves as another stark reminder to developers: while enjoying the convenience of AI programming, always pay attention to code security. Casually committing API keys to a public repository is like hanging your house keys online—don't let this "zero-dollar shopping" tragedy happen to you! 😱<br/>![AI News: Security Warning for Vibe Coding](https://source.hubtoday.app/images/2025/10/news_01k7yhh5vjfx7vjkhvz8d7wj7q.avif)
12. The **WeChat Official Accounts** ecosystem might be in for a shake-up! Rumor has it that WeChat is set to heavily promote short graphic content and alter the push mechanism for long-form articles. This has sparked heated discussions among content creators. 🤔 This [Share (AI News)](https://x.com/ZHO_ZHO_ZHO/status/1979795739321762053) reflects the widespread anxiety among creators: in an era where short, snappy content reigns supreme, the space for in-depth, long-form articles is being further squeezed. This isn't just a WeChat adjustment; it's a microcosm of the broader content industry trend.<br/>![AI News: Discussion on WeChat Official Account Push Mechanism Adjustment](https://source.hubtoday.app/images/2025/10/news_01k7yhh8dbec9ts1ee1h0msbs0.avif)
---
**Final Thoughts:**
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Thanks a bunch for taking the time to read this article! If it sparked even a tiny bit of inspiration:
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- 🚀 **Join the Group Chat** to share your thoughts; every piece of feedback you give is super valuable.
Looking forward to connecting with you further!
Looking forward to connecting with you more!
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---
## **AI News Daily Audio Version**
## **AI News Daily Audio Edition**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Laisheng Little Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
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| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
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sidebar:
exclude: true
---
#### Hey there! 👋 何夕2077 / justlovemaki
#### HeXi2077 / justlovemaki
> After a decade of coding, I was itching for something new. Then the AI storm hit, and now I'm totally ready to jump in and make some noise!
> Ten years of coding, fingertips grown numb, a silent angst within.
> Then, the AI storm began to hum, I'm ready for the fight to win!
#### My Code Philosophy
#### My Code Philosophy
> Tech for the people!
> Tech for the People!
#### My Spotlights 🌟
#### 🚀 Featured Projects
* **[Open-Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* Cloudflare-AI-Image: This is an AI image generation script built on Cloudflare Workers.
* **[Open-Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/Cloudflare-AI-Insight-Daily)**:
* Cloudflare-AI-Insight-Daily: This platform, driven by Cloudflare Workers, aggregates and generates content. Daily, it curates the latest updates in the AI field, including industry news, trending open-source projects, cutting-edge academic papers, and insights from tech big shots on social media.
* For more project details, check out my [GitHub](https://github.com/justlovemaki).
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* It's an AI image generation script, powered by Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This platform, supercharged by Cloudflare Workers, aggregates and generates content. Every day, it dishes out the freshest AI insights just for you, covering industry news, hot open-source projects, cutting-edge academic papers, and even social media buzz from big-shot tech influencers!
* For more project details, hit up my [GitHub](https://github.com/justlovemaki).
#### What I'm Digging Into Right Now 🧐
#### 🌱 What I'm Digging Into Now
Currently, I'm super into LLM applications and website SEO, actively diving into learning and practical projects.
I'm super keen on LLM applications and website SEO right now, totally diving deep into learning and hands-on practice.

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@@ -4,24 +4,24 @@ type: page
sidebar:
exclude: true
---
# Contact Me 📧
# Get in Touch! 👋
I'd absolutely love to hear from you! Whether you've got questions, brilliant ideas for collaboration, or need some support, please don't hesitate to reach out using the methods below.
Your thoughts and suggestions? I'd absolutely love to hear 'em! If you've got any questions, brilliant collaboration ideas, or need a hand with something, just hit me up using the methods below.
I promise to get back to your emails ASAP!
Emails? I'm super committed to replying to them as quickly as humanly possible. 🚀
---
## **Contact Info**
## **How to Reach Me**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **Personal 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!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* My working hours are Monday to Friday, 9:00 AM - 6:00 PM (GMT+8).
* (I'm off on weekends and public holidays.)
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends and public holidays)

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@@ -10,75 +10,75 @@ sidebar:
---
This Privacy Policy explains our policies and procedures concerning the collection, use, and disclosure of your information when you use our service, informing you about your privacy rights and how the law safeguards you.
This Privacy Policy describes our policies and procedures regarding 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.
We use your personal data to provide and improve our service. By using our service, you agree to the collection and use of information in accordance with this Privacy Policy.
We use your personal data to provide and improve the Service. By using the Service, you agree to the collection and use of information in accordance with this Privacy Policy.
## Explanation and Definitions
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When You access the Service by or through a mobile device, We may collect certain information automatically, including, but not limited to, the type of mobile device You use, Your mobile device unique ID, the IP address of Your mobile device, Your mobile operating system, the type of mobile Internet browser You use, unique device identifiers and other diagnostic data.
When you visit our Service or access it via a mobile device, we may also collect information that your browser sends.
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### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to track activity on our service and store certain information. The tracking technologies we employ include beacons, tags, and scripts, utilized to collect and track information and to improve and analyze our service. The technologies we use might include:
We use Cookies and similar tracking technologies to track the activity on Our Service and store certain information. Tracking technologies used are beacons, tags, and scripts to collect and track information and to improve and analyze Our Service. The technologies We use may include:
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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 (for example, recording the popularity of a certain section and verifying system and server integrity).
Cookies can be either "Persistent" or "Session" Cookies. Persistent Cookies remain on your personal computer or mobile device when you go offline, while Session Cookies are deleted as soon as you close your web browser.
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies remain on Your personal computer or mobile device when You go offline, while Session Cookies are deleted as soon as You close Your web browser.
We use both Session and Persistent Cookies for the purposes outlined below:
We use both Session and Persistent Cookies for the purposes set out below:
- **Necessary / Essential Cookies**
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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 you have asked for cannot be provided, and we only use these Cookies to provide you with those services.
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- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
@@ -88,59 +88,59 @@ We use both Session and Persistent Cookies for the purposes outlined below:
- **Functionality Cookies**
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- **Administered by**: Us
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, such as remembering your login details or language preference. The purpose of these Cookies is to provide you with a more personalized experience and to avoid you having to re-enter your preferences every time you use the Website.
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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.
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### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
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- **To manage Your Account**: to manage Your registration as a user of the Service. The Personal Data You provide can give You access to different functionalities of the Service that are available to You as a registered user.
- **For the performance of a contract**: the development, compliance and undertaking of the purchase contract for the products, items or services You have purchased or of any other contract with Us through the Service.
- **To contact You**: To contact You by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products or contracted services, including the security updates, when necessary or reasonable for their implementation.
- **To provide You with news**, special offers and general information about other goods, services and events which we offer that are similar to those that you have already purchased or enquired about unless You have opted not to receive such information.
- **To manage Your requests**: To attend and manage Your requests to Us.
- **For business transfers**: We may use Your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
- **For other purposes**: We may use Your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns and to evaluate and improve our Service, products, marketing and Your experience.
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 outside.
- **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 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 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 than those from 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.
### 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.
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 provide You the ability to delete certain information about You from within the Service.
You may update, modify, or delete your information at any time by logging into your Account (if you have one) and visiting the account settings section that allows you to manage your personal information. You can 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 a lawful basis to do so.
Please note, however, 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.
If the Company is involved in a merger, acquisition or asset sale, Your Personal Data may be transferred. We will provide notice before Your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law enforcement
Under certain circumstances, the Company may be required to disclose Your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g., a court or a government agency).
Under certain circumstances, the Company may be required to disclose Your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g. a court or a government agency).
#### Other Legal Requirements
The Company may disclose Your Personal Data in the good faith belief that such action is necessary to:
@@ -151,26 +151,26 @@ The Company may disclose Your Personal Data in the good faith belief that such a
- Protect against legal liability
### Security of Your Personal Data
The security of Your Personal Data is important to us. However, remember that no method of transmission over the Internet or method of electronic storage is 100% secure. While we strive to use commercially acceptable means to protect Your Personal Data, we cannot guarantee its absolute security.
The security of Your Personal Data is 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 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 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 a parent's 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 not operated by Us. If you click on a third-party link, you will be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
Our Service may contain links to other websites that are not operated by Us. If You click on a third party link, You will be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
We have no control over and assume no responsibility for the content, privacy policies or practices of any third party sites or services.
## Changes to This Privacy Policy
We may update our Privacy Policy from time to time. We will notify you of any changes by posting the new Privacy Policy on this page.
## 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)
- 📧 **By email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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@@ -10,44 +10,51 @@ sidebar:
---
Welcome to **ai.hubtoday** (aka "**This Site**" or "**We**")! By using This Site, you're agreeing to our Terms of Service. So, please give them a quick read before you dive in. Seriously, it's important!
Hey there! Welcome to **ai.hubtoday** (which we'll call "the Site" or "we"). Before you get started, we kindly ask you to carefully read through these Terms of Service. Your access or use of the Site means you agree to and accept these terms. So, let's get into it! 👇
## 1. About Our Services
**This Site** is your go-to spot for paid subscription content and exclusive member services! Think blog posts, special resources, e-books, and even community vibes. Just a heads-up: some content is only for our awesome subscribers.
## 2. Your Account & Registration
* To snag an account, you'll need to give us a valid email address and pick a password. Easy peasy!
* You're totally responsible for keeping your account secure and for whatever happens on it. Sharing or transferring your account? **That's a big NO!**
* If you break these rules, **This Site** has the right to **pause or even close** your account. Just sayin'!
The Site offers users paid subscription content and membership services. This includes cool stuff like blog posts, exclusive resources, e-books, and community interactions, to name a few. Just a heads up, some of this awesome content is only accessible to our subscribers. ✨
## 3. Paid Subscriptions: The Lowdown
* Our subscriptions are billed monthly or annually, and you'll see all the costs upfront on the checkout page. No hidden surprises! 😉
* **All your payments** go through awesome third-party platforms like Stripe or PayPal. Phew! That means **This Site** never stores your payment deets. Your privacy is safe with us! 🔒
* Your subscription will **auto-renew** like clockwork, unless you cancel it before your current billing period ends. Keep an eye on that calendar! 🗓️
* **Our 14-day refund policy** is pretty sweet for first-timers! If you're not totally thrilled within 14 days of your first purchase, you can snag a full refund. Just hit us up at the email address below and tell us what went wrong. Remember, it's a one-time thing per user. After 14 days, or if it's not your first rodeo, all payments are **final** (unless the law says otherwise, of course!).
## 2. User Registration & Account
## 4. Content & Who Owns What
* **All the awesome original content** you find here is **copyrighted by This Site (hubtoday)**. Please don't copy, repost, or use it for commercial stuff without getting our permission first. That's just how we roll! 🤓
* You get a **non-exclusive, non-transferable access pass** to our content for your personal learning and reading. Think of it as your personal library card! 📚
* Wanna use our stuff for commercial gigs or quote us extensively? Just ping **This Site** to get permission. We're usually pretty cool about it! 😉
* **Users** need to provide a valid email address and set up a password to register for an account. Once your account is set up, you're responsible for its security and all activities that happen under it. Seriously, don't even think about transferring or sharing your account that's a big no-no! 🚫
* **The Site** holds the right to suspend or terminate your account if you violate these terms. So, play nice! 😉
## 5. User Code of Conduct
* Look, we're all about good vibes here. So, you're **not allowed to** upload, post, or share anything that's illegal, harassing, fake, offensive, or steps on someone else's toes. Seriously, don't do it! 🙅‍♀️
* Also, **no sneaky bulk downloads, scraping, or cracking** our member-exclusive content with tech tricks. Play fair, folks! 🚫
* **This Site** can totally remove any iffy content and **kick out users** who don't play by the rules. You've been warned! 🚨
## 3. Paid Subscription Services
## 6. Service Changes & Hiccups
* **We** might change, pause, or even stop some or all of our services at any time, without giving you a heads-up. That's just how the digital world rolls sometimes! 🤷‍♂️
* If things go haywire like an act of nature, a server crash, or a third-party service conks out and you can't access content, **This Site** **isn't on the hook for any damages**. It's just part of the digital deal!
* **Subscription services** are billed on a monthly or annual basis, and all fees are clearly shown on the checkout page. Payments are handled securely through third-party platforms like Stripe or PayPal; don't worry, we don't store your payment info.
* **Your subscription** will *automatically renew* unless you cancel it before your current billing cycle ends. Keep an eye on that! 🔔
* **Our 14-day refund policy** is pretty sweet: if you're a first-time subscriber and not totally thrilled with our services, you can request a full refund within 14 days of purchase. Just hit us up via the contact email at the end of these terms and tell us why. Heads up, though each user gets only *one* refund opportunity. After 14 days, or if it's not your first rodeo, payments are *non-refundable*, unless the law explicitly says otherwise. ⚖️
## 7. Disclaimer: Read This!
* **The info you get from This Site** is just for kicks and reference. It's **definitely NOT** professional advice (like for your money, legal stuff, or health). Always check with the pros for that! 🧑‍⚕️👩‍⚖️💰
* If you run into any direct or indirect losses from using our content or services, **This Site** **can't be held responsible**. Just sayin'!
## 4. Content Use & Intellectual Property
## 8. The Legal Stuff (Governing Law)
* Okay, so **these Terms of Service** are all about the laws of California, USA 🇺🇸. They'll be interpreted by those laws, no funny business with conflict of law rules!
* Got a beef with these terms? Let's try to chat it out first! If we can't sort it amicably, you agree that any legal showdown will go down in the courts of Santa Clara County, California. Fair's fair! 🧑‍⚖️
* **All original content** on this site is *copyrighted by us* (hubtoday). So, yeah, no unauthorized copying, reprinting, or using it for commercial purposes without permission that's a big no-no! 🙅‍♀️
* **Users** get a *non-exclusive, non-transferable access right* to our content, purely for personal learning and reading. It's all yours to enjoy personally!
* **Commercial use** or extensive quoting? If that's what you're after, please reach out to the Site to get proper authorization. We're happy to chat! 😊
## 9. Get In Touch!
* Questions about these terms? No sweat! Just reach out to us using the info below:
* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## 5. User Conduct Guidelines
* **Users**, listen up! It's *strictly forbidden* to upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Basically, let's keep it clean and respectful! 👍
* Also, **it's a no-go** to mass download, scrape, or crack member content using technical tricks. We've got our eyes on you! 👀
* **The Site** reserves the right to remove any inappropriate content and *ban* users who break these rules. Play by the rules, or face the consequences! 🚨
## 6. Service Changes & Interruptions
* **We** hold the right to change, suspend, or stop any part or all of our services at any time, without giving you a heads-up. Life happens, and so do service adjustments! 🔄
* **The Site** won't be held liable for any damages if content becomes temporarily unavailable due to things beyond our control, like acts of nature, server issues, or third-party service interruptions. Sometimes things just break, ya know? 🤷‍♀️
## 7. Disclaimer
* **The information** provided on this Site is purely for general reference. It's *not* professional advice (like financial, legal, or medical stuff), so please don't treat it as such! 🚫
* **The Site** *won't be responsible* for any direct or indirect losses users might experience from using our content or services. Basically, use your best judgment! 🤔
## 8. Governing Law
* **These Terms of Service** are governed by and interpreted under the laws of the State of California, USA, without regard to its conflict of law principles. So, California law is the boss here! 👑
* **Any disputes** arising from or related to these terms? First, let's try to sort it out friendly-friendly. If we can't hug it out, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California. Let the legal eagles fly! 🦅
## 9. Contact Info
* Got **questions** about these terms? No worries! Just hit us up via the contact info below. 👇
* **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)