diff --git a/content/en/2025-11/2025-11-04.md b/content/en/2025-11/2025-11-04.md
new file mode 100644
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+---
+linkTitle: 11-04-Daily
+title: 11-04-Daily AI News Daily
+weight: 28
+breadcrumbs: false
+comments: true
+description: 'Alibaba''s AI programming tool, Qoder, just dropped some big news: it''s
+ now fully supporting JetBrains IDEs, including IntelliJ, PyCharm, and GoLand! Develope.'
+---
+## AI News Daily 2025/11/4
+
+> AI News | Daily Morning Read | All-Network Data Aggregation | Cutting-Edge Scientific Exploration | Industry Free Speech | Open Source Innovation Power | AI and Human Future | [Access Web Version โ๏ธ](https://ai.hubtoday.app/) | [Join Group Chat ๐ค](https://source.hubtoday.app/logo/wechat-qun.jpg)
+
+### **Today's Digest**
+
+```
+Alibaba's AI programming tool, Qoder, now fully supports JetBrains IDEs, aiming to level up the development experience.
+In industry news, Google's VP of Search stated that ads aren't going anywhere; they'll just evolve into new forms with AI's help.
+Odyssey-2, an AI video generation tech, now allows real-time interaction, letting users freely roam through AI-generated scenes.
+Meanwhile, a US netizen successfully slashed a massive $195,000 medical bill down to $33,000 using Claude.
+The juicy details of OpenAI's internal power struggle have been exposed, with leaked testimony revealing the specifics behind CEO Sam Altman's ouster.
+```
+
+### Product & Feature Updates
+1. Alibaba's AI programming tool, **Qoder**, just dropped some big news: it's now fully supporting **JetBrains** IDEs, including **IntelliJ**, **PyCharm**, and **GoLand**! Developers, get ready for a super smooth AI-assisted coding ride. This update packs a punch with powerful features like **Agent Mode** (which auto-picks the best model), **Inline Chat** for real-time convo, and smart code suggestions. It's all designed to make Java, Rust, and Go developers' productivity absolutely skyrocket. [Qoder deeply integrates multiple top large models (AI News)](https://www.aibase.com/zh/news/22473), using automatic routing to match the perfect model for different tasks. That means devs can harness AI's power without constantly switching gears โ pretty slick, right? โจ
+2. **MiniMax**, a powerhouse in the open-source large model space, just announced that its next-gen **M2.1** model is officially dropping in the next 1-2 weeks! This launch is all about pushing their "intelligent universal access" strategy even further. Remember the **M2** model? It already blew up in the developer community thanks to its killer cost-performance ratio and awesome optimizations for **AI Agents** and code generation. Plus, MiniMax gained a massive user base by openly offering its Agent services for free. [The launch of M2.1 will further solidify its advantage in performance and price (AI News)](https://www.aibase.com/zh/news/22472), giving developers a rock-solid foundation for building even smarter applications. Talk about a game-changer! ๐คฉ
+3. The automation workflow platform, **Pokee AI**, is kicking off a "no-code" revolution! This bad boy lets users create intelligent agents (Agents) that can actually perform tasks with just a single natural language instruction โ totally ditching complex node configurations and coding. Say goodbye to all that hassle! This platform automatically grasps task intent, breaks down steps, calls on thousands of mainstream apps, and executes tasks after user confirmation. It's all about super-simple user interaction and powerful cross-platform automation capabilities. [The emergence of Pokee AI marks a significant shift in intelligent agent technology from "complex configuration" to "natural language driven" (AI News)](https://www.aibase.com/zh/news/22457), bringing the barrier to building automated workflows down to absolute zero. Pretty wild, huh? ๐
+4. **Perplexity** just rolled out a brand-new AI tool called **Perplexity Patents**, making patent searches as easy as a casual chat! And guess what? It's currently free for all users to test. ๐คฏ You can ask natural language questions like, "Are there any AI patents related to language learning?" and the system will spit out relevant patent collections, links to original documents, and even recommend patent info in related fields, seriously boosting research efficiency. This tool can also dig up "prior art" from unofficial channels, [providing users with an unprecedented patent information acquisition experience (AI News)](https://www.aibase.com/zh/news/22448). The patent world just got a whole lot less mysterious! โจ
+5. At this year's **Adobe Max** conference, Adobe flexed its muscles, showcasing a bunch of experimental AI tools that hint at the future of creative productivity. One feature, "Frame Rewind" (ๅธงๅ็งป), was particularly jaw-dropping, making video editing as simple as photoshopping! This tool lets users remove or replace video content with just one click. The AI intelligently identifies the main subject, fills in the background, and even matches lighting and perspective to the scene. You can even add a puddle to a video, and it'll reflect a passing cat in real-time! ๐คฏ These AI experiments, dubbed "**Adobe Sneaks**," [reimagining the creation process for photos, videos, and audio in an unprecedented way (AI News)](https://www.aibase.com/zh/news/22447), making creative expression way more free and intelligent. Seriously cool stuff! โจ
+
+### Cutting-Edge Research
+1. The Alibaba **Qwen** team just dropped an early preview of **Qwen3-Max-Thinking**! While it's still an in-training checkpoint, this model is already crushing it, achieving an incredible **100%** score on tough inference benchmarks like **AIME 2025** and **HMMT**, thanks to tool use and expanded computation. This model's insane reasoning power [showing its strength even in the training phase (AI News)](https://chat.qwen.ai/?thinking=true). Users can now get a sneak peek at its capabilities via **Qwen Chat** and Alibaba Cloud API. This progress totally reinforces the Qwen series' leading position in complex inference tasks โ talk about brainy AI! ๐ง โจ
+2. Protecting 3D point cloud content copyright has always been a tough nut to crack. But hold up! A new paper just dropped, proposing a robust **deep neural watermark framework** that finally solves this puzzle. It embeds binary watermarks into the singular values of point cloud blocks and extracts them using a **PointNet++** neural network. Boom! Experiments show that even under severe attacks like rotation, scaling, and cropping, this method's bit accuracy and Intersection over Union (IoU) totally blow traditional methods out of the water, demonstrating incredible watermark recovery capabilities. [This research provides strong technical assurance for the intellectual property protection of 3D content (AI News)](https://arxiv.org/abs/2510.27533), ensuring creators' work gets the solid protection it deserves. Way to go! ๐ก๏ธโจ
+3. In today's hyper-connected world, products aren't just isolated items anymore; they're nodes in complex network systems. This throws a huge wrench into traditional lifecycle management. But hey, a new paper dives deep into the challenges and countermeasures for "**System of Systems**" (SoS) lifecycle management, proposing a practical reference framework centered on **Model-Based Systems Engineering (MBSE)**. This framework highlights four key principles: **reference architecture, end-to-end configuration, model curation, and measurable value contribution**. It [providing a clear roadmap for managers and practitioners to achieve scalable value stream design in complex systems (AI News)](https://arxiv.org/abs/2510.27194). Super insightful stuff for tackling complex systems! ๐คฏ๐บ๏ธ
+
+### Industry Outlook & Social Impact
+1. Google Search Product VP, **Robbie Stein**, recently dropped a clear message in an interview: ads aren't vanishing from Google's search experience. Instead, they're gonna evolve into more targeted new forms, leveraging finer user info within its **advanced search services**. ๐ธ He hinted that Google has already kicked off some ad experiments in their advanced search, and in the future, they'll deliver innovative ad models based on complex natural language queries (like searching for shoes by snapping a photo). [This means that as AI makes search smarter, Google's monetization strategy is also "evolving" in sync (AI News)](https://www.aibase.com/zh/news/22467), making ads way more precise and native. Get ready for some smart ad action! ๐ฏ
+2. AI video generation tech just blew past the imagination barrier again! **Odyssey-2** has achieved true "**real-time interactive AI video**." Now, you can not only walk through AI-generated scenes with your arrow keys but also input **prompts** to control video content in real-time. Mind-blowing! ๐คฏ This means AI video isn't just a one-way "playback" anymore; it's a dynamic, interactive, and explorable world. The whole process has almost no latency, making for an incredibly smooth experience. [The emergence of this technology will undoubtedly completely change the way we interact with video content (AI News)](http://odyssey.ml), letting everyone become the "director" of their own dreamscapes. How cool is that?! ๐ฌโจ
+
+### Top Open-Source Projects
+1. Looking for an autonomous AI agent that can think, browse the web, code, and run entirely locally? **agenticSeek** (โญ22.9k) is your ultimate answer! Dubbed the fully localized **Manus AI**, it needs no APIs, no monthly bills โ just pay your electricity, and it's yours. ๐คฏ [This project makes powerful autonomous agents more accessible and secure than ever before (AI News)](https://github.com/Fosowl/agenticSeek), marking another huge milestone in AI democratization. Seriously, how awesome is that? โจ
+2. **LocalAI** (โญ36.5k) is a free and open-source alternative to **OpenAI**, **Claude**, and other products. You can self-host it and run it locally-first, even on consumer-grade hardware without a GPU! ๐ช It supports generating text, audio, video, images, and other modalities, with features so powerful it's mind-boggling. Plus, it supports distributed and decentralized inference, making it the ultimate "all-in-one" for local AI. [With it, you can easily build your own "private cloud AI" (AI News)](https://github.com/mudler/LocalAI), ditching your reliance on cloud services. Talk about freedom! ๐
+3. Which enterprise-grade agent platform reigns supreme? **MaxKB** (โญ18.9k), with its powerful and user-friendly features, has become a hot favorite in the open-source community. It helps businesses quickly build and manage their own agent applications. [This project aims to lower the barrier for enterprises to apply AI (AI News)](https://github.com/1Panel-dev/MaxKB), allowing agent technology to truly land in business scenarios and boost productivity. Pretty slick for businesses, right? ๐ผ๐
+4. Want an AI assistant that's always ready on your desktop, understands context, and can keep up with you? **Everywhere** (โญ2.0k) was born for this! It intelligently responds to your needs and seamlessly integrates multiple large language models and MCP tools. [This desktop AI assistant is dedicated to creating a unified, intelligent work entry point (AI News)](https://github.com/DearVa/Everywhere), making your digital life way more efficient and convenient. Your ultimate digital sidekick! ๐๐ป
+5. **PageIndex** (โญ3.1k) is a document indexing tool specifically designed for inference-based **RAG** (Retrieval-Augmented Generation). It helps AI dive deeper into understanding and utilizing document content, leading to more precise and insightful answers. [This project is crucial for improving the performance of RAG systems (AI News)](https://github.com/VectifyAI/PageIndex) and is a key piece in building high-quality knowledge Q&A systems. Think of it as giving your AI a super-powered library! ๐โจ
+
+### Social Media Buzz
+1. More drama just dropped in the **OpenAI** power struggle saga! **Ilya Sutskever**'s testimony video leaked, revealing he prepped a whopping **52-page PPT** and sent it to the board via a self-destructing method. His core accusation? **Sam Altman** was "constantly lying, undermining, and stirring up trouble among executives." ๐ฑ The testimony shows Ilya's info mainly came from **Mira Murati**, and the whole ousting move seems less like a well-planned coup and more like an emotionally-driven, secondhand-info-fueled "palace revolt." [This leaked testimony reconstructs the inside story of the tech world's shocking power struggle (AI News)](https://storage.courtlistener.com/recap/gov.uscourts.cand.433688/gov.uscourts.cand.433688.340.1.pdf). Looks like even top scientists could use some lessons in corporate maneuvering! ๐๐
+2. A US netizen just shared a wild story: they used **Claude** to slash a massive **$195,000** medical bill down to a mere **$33,000**! Talk about an AI-powered "legal eagle"! ๐ฆธโโ๏ธ By having the AI analyze bill details and medical billing rules, they uncovered tons of illegal duplicate charges. Armed with a logically tight, well-reasoned letter, they negotiated with the hospital and walked away with a huge win. [This story vividly demonstrates AI's enormous potential in helping ordinary people defend their rights and tackle complex professional issues (AI News)](https://x.com/imxiaohu/status/1985174703976435861). A $20 subscription fee for over $160,000 in savings? That ROI is off the charts! ๐ฐ๐คฏ
+3. Still annoyed by **ChatGPT**'s notorious **em dashes** and its mindless "rainbow-farting" affirmations? Good news! A new tutorial just dropped the ultimate solution: using **custom instructions** can not only totally nuke those em dashes but also teach the AI to challenge you and give more critical answers. โ
Further analysis spills the tea on why AI is "addicted" to em dashes: it's likely been fed tons of late 19th-century books, inheriting that era's writing style. ๐ง [This interesting article not only offers practical Prompt tips (AI News)](https://ruben.substack.com/p/emdash) but also takes us on a fun AI "archaeological" dig. Who knew AI had such old-school vibes? ๐
+4. Wanna give your **AI Coding Agent** a "memory" so it makes fewer mistakes, cuts down API costs, and keeps "learning"? A developer just spilled their secret sauce! They make the **Agent** log all its code logic and past "gotchas" in editable **Markdown** files, then refer to these "notes" when tackling new tasks. โ๏ธ This automated knowledge accumulation method goes beyond manually managed **Claude Skills**, creating a self-consistent knowledge loop that makes the AI smarter the more you use it on a project. [Click to view the author's public 12 .md file templates (AI News)](https://x.com/shao__meng/status/1985143396152087005) and instantly equip your AI Agent with a "brain"! ๐ง ๐
+5. The **Google PAIR** team just dropped their "**Human-Centered AI Design Guidelines**," emphasizing that technical accuracy doesn't automatically equate to user trustworthiness. Building "human-centric AI systems" is the real game-changer! ๐ฏ This guide isn't about teaching you how to train models; it systematically explains how to integrate AI's capabilities into human decision-making processes in a transparent, understandable, and controllable way. It tackles the three fundamental questions: **AI's role, boundaries, and responsibilities**. [This design framework aims to help developers and designers build a positive trust relationship between models and humans (AI News)](https://x.com/imxiaohu/status/1985313202369139121), making it an invaluable guide in the AI product design world. A must-read for thoughtful AI! ๐ง ๐ก
+
+---
+
+## **AI News Daily Audio Version**
+
+| ๐๏ธ **Xiaoyuzhou** | ๐น **Douyin** |
+| --- | --- |
+| [Laisheng Bistro](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
+|  |  |
\ No newline at end of file
diff --git a/content/en/_index.md b/content/en/_index.md
index 583474b..f2b9b9f 100644
--- a/content/en/_index.md
+++ b/content/en/_index.md
@@ -2,72 +2,61 @@
linkTitle: AI Daily
title: AI Daily-AI่ต่ฎฏๆฅๆฅ
breadcrumbs: false
-next: /en/2025-11/2025-11-02
+next: /en/2025-11/2025-11-03
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
-## AI Daily News 2025/11/3
+## AI News Daily 2025/11/4
-> `AI News` | `Daily Brief` | `Web Data Aggregation` | `Frontier Science Exploration` | `Industry Voice` | `Open-Source Innovation` | `AI & Human Future` | [Access Web Versionโ๏ธ](https://ai.hubtoday.app/) | [Join Group Chat๐ค](https://source.hubtoday.app/logo/wechat-qun.jpg)
+> AI News | Daily Morning Read | Web Data Aggregation | Cutting-Edge Science Exploration | Industry Voice | Open Source Innovation | AI & Human Future | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
-### **Today's Summary**
+### **Today's Digest**
```
-Prompt engineering is revealed as context engineering, with its core being the clarification of human intent through an entropy reduction process.
-The bottleneck in the AI race has shifted from GPUs to physical world infrastructure like power and data centers.
-Tech giants are accused of mass layoffs to fund AI investments, portraying it as a capitalist game where employees pay for the giants' arms race.
-Meanwhile, OpenAI faces ethical accusations of plundering intellectual property for using public data to train its models.
-Furthermore, discussions also touch upon the "resource curse" problem in large companies and the societal phenomenon of AI-generated content self-cycling.
+Alibaba's AI coding tool Qoder now fully supports JetBrains IDEs, enhancing the dev experience.
+In industry news, Google's VP of Search stated that ads aren't going away; they'll evolve with AI into new forms.
+AI video generation tech, Odyssey-2, achieves real-time interaction, letting users walk freely in AI-generated scenes.
+Meanwhile, a US netizen successfully slashed a massive $195,000 medical bill to $33,000 using Claude.
+OpenAI's internal power struggle details were exposed as leaked testimony revealed the specifics behind CEO Sam Altman's ousting.
```
-### Frontier Research
+### Products & Feature Updates
+1. **Alibaba's AI coding tool Qoder** is now fully supporting the **JetBrains** IDE lineup! We're talking **IntelliJ**, **PyCharm**, **GoLand**, and more, promising a super seamless AI-powered coding experience for developers. This update packs a punch with powerful features like **Agent Mode**, which automatically picks the best model, **Inline Chat** for real-time conversations, and smart code suggestions. Basically, it's designed to make Java, Rust, and Go developers' productivity absolutely skyrocket. [Qoder deeply integrates multiple top large models (AI News)](https://www.aibase.com/zh/news/22473), using automatic routing to match the best model for different tasks, so devs don't have to manually switch. Talk about harnessing the power of AI with zero fuss! ๐คฏ
+2. **MiniMax**, a big player in the open-source large model arena, just announced that its next-gen **M2.1** model is dropping in the next 1-2 weeks! This move is all about pushing their "intelligent inclusion" strategy even further. Before this, the **M2** model totally blew up in the developer community thanks to its killer cost-performance ratio and awesome optimizations for **AI Agents** and code generation. Plus, MiniMax's open approach, offering its Agent services for free, quickly built up a massive user base. [The launch of M2.1 will further solidify its advantage in performance and price (AI News)](https://www.aibase.com/zh/news/22472), giving developers an even stronger foundation to build smarter apps. Talk about a power move! ๐ช
+3. Alright, get ready for a "zero-code" revolution, because **Pokee AI** is leading the charge! This automation workflow platform lets users create a smart agent that actually gets tasks done with just a single natural language instruction. Say goodbye to complex node configurations and endless coding! ๐
โโ๏ธ The platform automatically understands your task intent, breaks it down, calls upon thousands of popular applications, and executes them after your confirmation. It delivers super simple user interaction and powerful cross-platform automation capabilities. [The emergence of Pokee AI marks a significant shift in intelligent agent technology from "complex configuration" to "natural language driven" (AI News)](https://www.aibase.com/zh/news/22457), dropping the barrier to building automated workflows to an all-time low. This is huge! ๐
+4. **Perplexity Patents**, a brand-new AI tool from **Perplexity**, just dropped, making patent searches as easy as a casual chat! And guess what? It's currently free for all users to test out. ๐ You can ask questions like "Are there any AI patents related to language learning?" in plain English, and the system will spit out relevant patent collections, links to original documents, and even recommend patent info in related fields, seriously boosting research efficiency. This tool can also dig up "prior art" from unofficial sources, [providing users with an unprecedented patent information retrieval experience (AI News)](https://www.aibase.com/zh/news/22448) and making the patent world way less mysterious. Finally! โจ
+5. At this year's **Adobe Max** conference, **Adobe** showcased a bunch of experimental AI tools, giving us a sneak peek into the future of creative productivity. One feature, "**Frame Shift**," was particularly mind-blowing, making video editing as simple as photoshopping an image! ๐จ This tool lets users remove or replace video content with a single click; the AI automatically identifies subjects, fills in backgrounds, and can even match lighting and perspective to the scene. Get this โ a puddle added to a video can even dynamically reflect a passing cat! ๐ These AI experiments, dubbed "**Adobe Sneaks**," [are reshaping photo, video, and audio creation workflows in unprecedented ways (AI News)](https://www.aibase.com/zh/news/22447), making creative expression way more free and intelligent. Seriously cool stuff! ๐
-1. **Context engineering**? You might think you're dabbling in 'prompt engineering,' but a deep dive by [Liu Pengfei's Team from Shanghai Chuangzhi Academy (AI News)](https://arxiv.org/pdf/2510.26493) reveals you're actually playing with the freshest iteration of a 30-year-old classic! ๐ Its core magic? An **entropy reduction** process that "predigests" our fuzzy, high-entropy human intentions into crisp, low-entropy instructions machines can actually get. Think of it this way: turning a vague 'I'm a bit chilly' into actionable commands like 'close the window' or 'crank up the AC'! ๐ฅ
-
+### Cutting-Edge Research
+1. First up in research, **Alibaba's Qwen team** just dropped an early preview of **Qwen3-Max-Thinking**! While it's still an intermediate checkpoint in training, this model is already pulling off some insane feats. With the help of tool use and expanded computation, it scored a mind-blowing **100%** on tough reasoning benchmarks like **AIME 2025** and **HMMT**. Seriously impressive stuff! [Already showing its prowess even during the training phase (AI News)](https://chat.qwen.ai/?thinking=true), users can now get a sneak peek at its power via **Qwen Chat** and Alibaba Cloud APIs. This latest development totally solidifies the Qwen series' lead in complex reasoning tasks. What a beast! ๐ง
+2. Protecting 3D point cloud content has always been a real head-scratcher when it comes to copyright, but a new paper just dropped a robust **deep neural watermarking framework** that's here to save the day! It tackles the problem by embedding binary watermarks into the singular values of point cloud blocks and then extracting them using a **PointNet++** neural network. The experiments are super promising, showing that even under heavy attacks like rotation, scaling, and cropping, this method's bit accuracy and Intersection over Union (IoU) still blow traditional methods out of the water, demonstrating stellar watermark recovery capabilities. [This research provides strong technical assurance for the intellectual property protection of 3D content (AI News)](https://arxiv.org/abs/2510.27533), ensuring creators' work gets the reliable protection it deserves. Big win for IP! ๐
+3. In today's hyper-connected world, products aren't just standalone items; they're nodes within complex network systems, which throws a huge wrench into traditional life cycle management. ๐คฏ But fear not! A new paper dives deep into the challenges and countermeasures for "**System of Systems**" (SoS) life cycle management, proposing a practical reference framework centered around **Model-Based Systems Engineering (MBSE)**. This framework highlights four key principles: **reference architecture, end-to-end configuration, model curation, and measurable value contribution**. It [provides a clear roadmap for managers and practitioners to design scalable value streams in complex systems (AI News)](https://arxiv.org/abs/2510.27194). So, if you're wrestling with complex systems, this guide's got your back! โ
### Industry Outlook & Social Impact
+1. Good news for advertisers (maybe bad for ad-blockers)! **Google's VP of Search Products, Robbie Stein**, spilled the beans in an interview, clearly stating that ads aren't going anywhere in Google's search experience. In fact, he says they'll evolve into even more targeted new forms, powered by more refined user data within their **advanced search services**. ๐ค Stein revealed that Google has already kicked off some ad experiments in its advanced search, and in the future, they'll deliver innovative ad models based on complex natural language queries from users (like searching by taking a photo of shoes). [This means that as AI makes search smarter, Google's monetization strategy is also "evolving" in parallel (AI News)](https://www.aibase.com/zh/news/22467), making ads way more precise and native. Get ready for some hyper-personalized ads! ๐ฏ
+2. Hold up, AI video generation just shattered another boundary! ๐ฅ **Odyssey-2** has unleashed true "**real-time interactive AI video**," letting users not only walk around in AI-generated scenes with their arrow keys but also input prompts to control video content on the fly. This means AI videos are no longer just one-way "playback"; they've transformed into interactive, explorable, dynamic worlds! The whole process has virtually no delay, making for an incredibly smooth experience. [The emergence of this technology will undoubtedly completely change the way we interact with video content (AI News)](http://odyssey.ml), empowering everyone to become the "director" of their own dreamscapes. Mind. Blown. ๐คฏ
-1. **The AI arms race** is getting real, folks! OpenAI CEO Sam Altman and Microsoft CEO Satya Nadella teamed up in an [Explosive Podcast (AI News)](https://x.com/dotey/status/1984711156578079033) to 'flex their muscles' and spill the beans on the brutal truth of this competition. Facing a whopping $1.4 trillion bet on computing power, Sam boldly declared, "the only risk is not having enough ammo." Nadella, on the other hand, candidly admitted that the real bottleneck isn't GPUs anymore, but the physical infrastructure โ data centers and power โ needed to actually plug in those chips. This signals a major shift: the AI race has moved beyond the digital realm and plunged headfirst into a physical world infrastructure battle. ๐
-
+### Top Open Source Projects
+1. Ever wanted an autonomous AI agent that can think, browse the web, code, and run entirely locally? Well, **agenticSeek** (โญ22.9k) is your ultimate answer! It's dubbed the fully localized **Manus AI**, meaning no APIs, no monthly bills โ just pay your electricity bill and you're good to go. ๐ฐ [This project makes powerful autonomous agents more accessible and secure than ever before (AI News)](https://github.com/Fosowl/agenticSeek), marking another huge milestone in democratizing AI. Get in on this, people! ๐
+2. Next up, we've got **LocalAI** (โญ36.5k), a free and open-source alternative to **OpenAI**, **Claude**, and more! This bad boy can be self-hosted and runs locally first, even on consumer-grade hardware without needing a GPU. Seriously impressive! ๐คฏ It supports generating text, audio, video, images, and other modalities โ its features are outrageously powerful. Plus, it supports distributed and decentralized inference, making it the ultimate "all-in-one bucket" for local AI. [With it, you can easily build your own "private cloud AI" (AI News)](https://github.com/mudler/LocalAI) and totally break free from cloud service dependency. What a game-changer! ๐
+3. Wondering which enterprise-grade agent platform reigns supreme? Look no further than **MaxKB** (โญ18.9k)! Thanks to its powerful and user-friendly features, it's become a hot pick in the open-source community. It helps businesses quickly build and manage their own agent applications. [This project aims to lower the barrier for enterprises to apply AI (AI News)](https://github.com/1Panel-dev/MaxKB), allowing agent technology to genuinely land in business scenarios and boost productivity. A true business booster! ๐
+4. Dreaming of a desktop AI assistant that's always ready, understands context, and can keep up with your workflow? Say hello to **Everywhere** (โญ2.0k)! This bad boy was built for exactly that. It intelligently responds to your needs and seamlessly integrates multiple large language models and MCP tools. [This desktop AI assistant is dedicated to creating a unified, intelligent work entry point (AI News)](https://github.com/DearVa/Everywhere), making your digital life way more efficient and convenient. Your new productivity BFF! ๐
+5. Last but not least in open-source projects, check out **PageIndex** (โญ3.1k)! This nifty document indexing tool is specifically designed for inference-based **RAG** (Retrieval Augmented Generation). It's all about helping AI deeply understand and leverage document content, leading to way more precise and insightful answers. [This project is crucial for improving the performance of RAG systems (AI News)](https://github.com/VectifyAI/PageIndex) and is a key piece in building top-notch knowledge Q&A systems. Smart stuff! ๐ก
-2. **Tech giants** are shouting about "the future of AI" while ruthlessly slashing their workforces, and honestly, it's wild! A [Viral Post (AI News)](https://old.reddit.com/r/ArtificialInteligence/comments/1oj52xx/tech_companies_are_firing_everyone_to_fund_ai_but/) called out this move as a blatant capitalist shell game: layoff savings just get funneled into orders for a select few like Nvidia and Microsoft. So, "investing in the future" apparently means turning employee salaries into a war chest for the tech titans. Pretty slick, huh? ๐ค
-
-3. **OpenAI** might be pulling off "the biggest heist in human history," or so a scorching hot post on Hacker News provocatively claims, instantly igniting the community! ๐ฅ This [Provocative View (AI News)](https://readhacker.news/s/6EHjY) argues that OpenAI's use of vast amounts of public data to train its models, and then commercializing them, is essentially a "legal" plundering of humanity's collective knowledge. This bold perspective has certainly fanned the flames of ongoing discussions about data ownership and AI ethics. ๐คฏ
-
-4. **Why do big companies often get dragged down by the "resource curse"?** Tang Binsen, the founder of Genki Forest, offered some sharp insights in [A Speech (AI News)](https://listenhub.ai/episode/69074e2b28f1543f57ce556d), pointing fingers at corporate execs who get too caught up in short-term plays like chasing budgets and splashing cash on ads, rather than truly refining their products ๐ก. He cited examples like "poor countries" such as Israel, arguing that scarcity can actually spark extreme creativity โ just like Lei Jun with his "zero-budget Xiaomi" back in the day. This "poor kids grow up faster" kind of talk is definitely a wake-up call for those giants who blindly believe in the "money-burning" model. ๐ค
-
-### Open-Source TOP Projects
-
-1. Want your terminal to have its own AI coding agent? Then โญ30.3k-star **opencode** is your go-to! This project is custom-built for the command-line environment, letting you summon AI to crush coding tasks just by typing ๐. Head over to [Experience this latest AI news project on GitHub](https://github.com/sst/opencode) โ your terminal will be so cool, it won't even need friends! ๐
-
-2. Tired of not being able to preview Markdown in your command line? You gotta check out โญ19.9k-star **glow**, a project by Charm that makes your Markdown literally "glow" in the terminal, with absolutely stunning rendering ๐
๐ป. From now on, reading documents in that dark terminal window becomes a pure joy! [Click here to get this awesome AI news tool](https://github.com/charmbracelet/glow). โจ
-
-3. Paper to code, text to web pages, or even tackling backend tasks directly โ sounds like magic, right? Well, โญ8.3k-star **DeepCode** is turning that magic into reality! It's a powerful open intelligent agent coding framework ๐ฅ. This [Cutting-edge open-source project (AI News)](https://github.com/HKUDS/DeepCode) from HKU aims to bridge that last mile from an idea to executable code. Seriously, it's a developer's dream come true! ๐คฉ
-
-4. Still banging your head against slow downloads and clunky interfaces from major cloud drives? โญ7.9k-star **LinkSwift** is here to save your day! It's a miracle tool for grabbing direct download links from eight mainstream cloud storage services like Baidu, Alibaba, and Tianyi โก. With this [JavaScript Gadget (AI News)](https://github.com/hmjz100/LinkSwift), getting high-speed download links with a single click is no longer just a dream. Say goodbye to client limitations! ๐
-
-5. Is vLLM too beefy for you? Then try its mini-me! โญ7.4k-star **nano-vllm** lets you experience efficient large model inference services in a much lighter environment. For developers with limited resources who still want to play around with LLMs, this [Lightweight framework (AI News)](https://github.com/GeeeekExplorer/nano-vllm) is an absolute godsend. Go check out this interesting AI news! ๐
-
-### Social Media Shares
-
-1. Want your share cards to totally stand out on social media? Master Zang has replicated and optimized a [Popular Social Card Prompt (AI News)](https://x.com/op7418/status/1984984140882850175), not only vastly improving its Chinese adaptability but also adding a super cool neon tube handwritten signature effect! โจ They even fixed Chinese display issues using Jiemeng and Doubao, and it automatically adapts to different platform theme colors. Give it a whirl! This AI news is super handy! ๐
-
-2. **Can AI 3D model generation tech truly ignite the 3D printing market?** An [Industry Observer (AI News)](https://x.com/shao__meng/status/1984964183138734441) posed a rather sobering thought: while the tech sounds super cool, it hasn't really sparked much interest among 3D printing users yet, because, well, folks are still wrestling with the printers themselves ๐ค. He reckons the real future for this tech might be in areas like real-time world generation for games, where demand is broader and more personalized, rather than being confined to physical manufacturing. Check out this AI news perspective! ๐
-
-3. **What are we even doing when content creators use AI to write scripts and shoot videos, and then viewers use AI to summarize text?** A [Divine Comment (AI News)](https://x.com/shing19_eth/status/1984926580314087597) from a netizen perfectly illustrates the absurd scene of this "information bubble," where content is just endlessly self-cycling between AIs, and humans are basically just middlemen ๐คฃ. This phenomenon has sparked intense discussion; it seems we're rapidly entering an era of AI self-digestion and self-cycling, which is both a bit suffocating and kind of hilarious. This AI news really hits home! ๐คฏ
-
-
-4. **Can AI automated crypto trading really make you rich?** One netizen made [A Bold Attempt (AI News)](https://x.com/ezshine/status/1984921468166377886) with a measly 10U capital, but it seems the AI decision system went on strike, as if silently grumbling, "With this little cash, what exactly are you playing at?" ๐ This hilarious post brought on a wave of laughter, showing that AI apparently has its own "attitude" and isn't too keen on small-time trades. This AI news is too funny! ๐ธ
-
-5. **Just how split can a single tech guru's Chinese and English blog styles get?** Netizens who peeped at [Li Xinyuan's Blog (AI News)](https://m.okjike.com/originalPosts/6906ce9f00c0686ab530930b) were shocked to find his Chinese blog kicked off with a "Dating Guide for Married Women," while his English blog's first post was "Why DeepSeek Was Born in a Quant Firm" ๐. This massive contrast is absolutely hilarious, perfectly showcasing the lesser-known "two faces" of these tech titans ๐ค. Seriously, it's today's dose of pure joy! ๐คฃ
+### Social Media Buzz
+1. The **OpenAI** drama just got a fresh new twist! ๐ฟ Leaked testimony video from **Ilya Sutskever** has dropped, revealing he prepped a whopping **52-page PPT** and sent it to the board via a self-destructing method. His core accusations against **Sam Altman**? "Persistent lying, sabotage, and instigating conflicts among executives." Yikes! ๐ฌ The testimony suggests Ilya's intel mainly came from **Mira Murati**, and the whole ousting move seems to have lacked thorough planning, looking more like a "coup" fueled by emotions and secondhand info. [This leaked testimony reconstructs the inside story of the palace intrigue that shocked the tech world (AI News)](https://storage.courtlistener.com/recap/gov.uscourts.cand.433688/gov.uscourts.cand.433688.340.1.pdf), making it clear that even top scientists could use some lessons in corporate maneuvering. What a mess! ๐คฆโโ๏ธ
+2. You won't believe this wild story! ๐คฏ A US netizen shared their mind-blowing experience of using **Claude** to slash a colossal $195,000 medical bill down to just $33,000. Talk about an AI-powered "legal eagle"! ๐ฆธโโ๏ธ By having the AI analyze the bill's itemized details and medical billing rules, they uncovered a ton of illegal duplicate charges by the hospital. Based on this, they drafted a letter with airtight logic and solid evidence to negotiate with the hospital, ultimately scoring a massive win. ๐ [This story vividly demonstrates AI's immense potential for ordinary people in defending their rights and handling complex professional issues (AI News)](https://x.com/imxiaohu/status/1985174703976435861) โ a $20 subscription fee for over $160,000 in savings? That's an ROI that's absolutely off the charts! ๐
+3. Still vexed by **ChatGPT's** notorious **em dashes** and those brainless "rainbow compliments"? ๐ค Well, a new tutorial has dropped the ultimate solution! By using **custom instructions**, you can not only completely zap those em dashes but also teach the AI to challenge you and give more critical answers. Talk about an upgrade! ๐ A deeper dive reveals that the AI's "em dash addiction" might be because it was "fed" a ton of late 19th-century books, inheriting that era's writing style. How wild is that? [This interesting article not only provides practical Prompt techniques (AI News)](https://ruben.substack.com/p/emdash), but also takes us on a fun AI "archaeological" journey. Super insightful! โจ
+4. Wanna give your **AI Coding Agent** a "memory" so it makes fewer mistakes, cuts down on API costs, and just keeps learning? A developer just dropped their secret sauce! ๐คฏ They suggest having the **Agent** log all its code logic and past "gotchas" in editable **Markdown** files, then referencing these "notes" when tackling new tasks. This approach, by automating knowledge accumulation, totally outdoes manually managed **Claude Skills**, creating a self-contained knowledge loop that makes the AI smarter the more you use it in projects. Talk about next-level! ๐ [Click to view the author's 12 public .md file templates (AI News)](https://x.com/shao__meng/status/1985143396152087005) and instantly equip your AI Agent with a brain. Go on, give it a try! โจ
+5. Last up in social buzz, the **Google PAIR team** just dropped their "**Human-Centered AI Design Guidelines**," emphasizing that technical accuracy doesn't automatically mean user trustworthiness. Building "human-centric AI systems" is the real game-changer! ๐ก This guide isn't about teaching you how to train models; instead, it systematically explains how to integrate AI's capabilities into human decision-making processes in a transparent, understandable, and controllable way. It answers the three fundamental questions: **AI's role, boundaries, and responsibilities**. [This design framework aims to help developers and designers build a healthy trust relationship between models and humans (AI News)](https://x.com/imxiaohu/status/1985313202369139121) and is a super valuable, rare find in the AI product design world. A must-read for anyone in the space! โ
---
-## **AI Daily News Audio Version**
+## **AI News Daily Voice Edition**
-| ๐๏ธ **Xiaoyuzhou** | ๐น **Douyin** |
+| **Xiaoyuzhou** | **Douyin** |
| --- | --- |
-| [Another Life Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
-|  |  |
\ No newline at end of file
+| [Laisheng Bistro](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
+|  |  |
\ No newline at end of file
diff --git a/content/en/about.md b/content/en/about.md
index 40b5476..990047c 100644
--- a/content/en/about.md
+++ b/content/en/about.md
@@ -4,25 +4,25 @@ type: about
sidebar:
exclude: true
---
-#### Hey there! ไฝๅค2077 / justlovemaki
+#### Hexi 2077 / justlovemaki
-> Ten years of code, fingers chilling, a quiet plight,
-> An untold frustration, simmering, out of sight.
-> Then smart tech rumbles, a storm begins to brew,
-> Vowing to battle the clouds, a fresh start anew!
+> A decade of code, my fingers often flew,
+> But a restless spirit sought something new.
+> Then AI's storm began to surge and roar,
+> I vowed to conquer, and explore much more.
-#### My Code Philosophy
+#### My Code Philosophy ๐ค
-> Tech for the people! ๐
+> Technology serves the people.
-#### My Cool Projects
+#### Featured Work
-* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
- * 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 is a content aggregation and generation platform, powered by Cloudflare Workers. It keeps you in the loop with daily AI updates, from industry news and hot open-source projects to groundbreaking research papers and insights from top tech influencers. ๐ง
-* For more awesome projects, dive into my [GitHub](https://github.com/justlovemaki).
+* **[Open Source Project/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
+ * ๐ผ๏ธ An AI image generation script, powered by Cloudflare Workers.
+* **[Open Source Project/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
+ * ๐ฐ This content aggregation and generation platform, driven by Cloudflare Workers, delivers daily AI insights straight to you! Think industry news, hot open-source projects, mind-blowing academic papers, and even tech influencers' social chatter.
+* ๐ For even more project details, check out my [GitHub](https://github.com/justlovemaki).
-#### What I'm Exploring Right Now
+#### What I'm Exploring Now ๐ก
-I'm totally geeking out on LLM applications and website SEO right now, actively diving into learning and getting my hands dirty! ๐ค
\ No newline at end of file
+I'm super into LLM applications and website SEO right now, diving deep into learning and hands-on practice.
\ No newline at end of file
diff --git a/content/en/contact.md b/content/en/contact.md
index 72aedcf..6c52079 100644
--- a/content/en/contact.md
+++ b/content/en/contact.md
@@ -4,24 +4,24 @@ type: page
sidebar:
exclude: true
---
-# Get In Touch! ๐
+# Contact Me
-Got questions, wild collaboration ideas, or just need a hand? Don't hesitate to hit me up using the methods below! I'm super excited to hear your thoughts and suggestions. ๐
+Got questions, collaboration ideas, or need some support? Hit me up! I'm always stoked to hear your thoughts and suggestions.
-I'll make sure to get back to your emails ASAP โ promise! ๐
+And hey, I promise to get back to your emails ASAP.
---
-## **How to Connect**
+## **Let's Connect**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
-* **Personal WeChat:**
+* **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="Connect with me" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
-* **Working Hours:**
- * Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
- * (Chillin' on weekends & public holidays!) ๐
\ No newline at end of file
+* **Office Hours:**
+ * Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
+ * (Weekends and public holidays are for chilling ๐)
\ No newline at end of file
diff --git a/content/en/privacy-policy.md b/content/en/privacy-policy.md
index 9c967c0..d296b5a 100644
--- a/content/en/privacy-policy.md
+++ b/content/en/privacy-policy.md
@@ -6,171 +6,172 @@ sidebar:
---
# Privacy Policy
-*Last updated: June 1, 2025*
+*Last Updated: June 1, 2025*
---
-This Privacy Policy describes our policies and procedures regarding the collection, use, and disclosure of your information when you use the Service. It also tells you about your privacy rights and how the law protects you.
+Hey there! ๐ This Privacy Policy breaks down how we collect, use, and spill the beans (or not!) on your info when you're using our service. Plus, it's gonna tell you all about your privacy rights and how the law's got your back.
-We use your Personal Data to provide and improve the Service. By using the Service, you agree to our collection and use of information in accordance with this Privacy Policy.
+So, what's the deal with your personal data? We use it to get our service running smoothly and make it even better for you. By jumping in and using our service, you're basically saying, "Yep, I'm cool with you collecting and using my info according to this Privacy Policy." Easy peasy!
-## Interpretation and Definitions
+## Interpretations and Definitions
-### Interpretation
-Capitalized words have meanings defined under the following conditions. The following definitions shall have the same meaning whether they appear in singular or in plural.
+### Interpretations
+Alright, so let's get our terms straight! Words that start with a capital letter have special meanings defined below. And hey, these definitions stay the same whether they're singular or plural, just so you know! ๐
### Definitions
-For the purposes of this Privacy Policy:
+For the lowdown on this Privacy Policy, here's what we mean by:
-- **Account** means a unique account created for You to access our Service or parts of our Service.
+- **Account** refers to a unique account set up just for you to get into our service, or specific parts of it.
-- **Affiliate** means an entity that controls, is controlled by or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest or other securities entitled to vote for election of directors or other managing authority.
+- **Affiliate** means an entity that controls, is controlled by, or is under common control with another party. "Control" here means holding 50% or more of the shares, equity interest, or other voting securities needed to elect directors or other managing bodies.
-- **Company** (referred to as either "the Company", "We", "Us" or "Our" in this Agreement) refers to **hubtoday**.
+- **Company** (when we say "the Company," "We," "Us," or "Our" in this document) means **hubtoday**.
-- **Cookies** are small files placed on Your computer, mobile device or any other device by a website, containing the details of Your browsing history on that website among its many uses.
+- **Cookies** are those tiny files a website tucks onto your computer, phone, or any other device. They hold bits of info like your browsing history on that site, and they do a bunch of other cool things too! ๐ช
-- **Country** refers to: California, United States.
+- **Country** means: California, USA. ๐บ๐ธ
-- **Device** means any device that can access the Service such as a computer, a cellphone or a digital tablet.
+- **Device** means pretty much anything you can use to hop onto our serviceโthink computers, cellphones, or even your trusty digital tablet.
-- **Personal Data** is any information that relates to an identified or identifiable individual.
+- **Personal Data** is any info that's connected to an identified or identifiable individual.
-- **Service** refers to the Website.
+- **Service** means, well, this website!
-- **Service Provider** means any natural or legal person who processes the data on behalf of the Company. It refers to third-party companies or individuals employed by the Company to facilitate the Service, to provide the Service on behalf of the Company, to perform services related to the Service or to assist the Company in analyzing how the Service is used.
+- **Service Provider** means any natural or legal person crunching data on behalf of the Company. Think of them as third-party companies or individuals we've hired to help run the service, provide services for us, or even just help us figure out how folks are using it. They're like our trusty sidekicks!
-- **Usage Data** refers to data collected automatically, either generated by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
+- **Usage Data** is that data collected automatically, usually generated from you using the service or from the service's own infrastructure (like how long you chill on a certain page).
-- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
+- **Website** means **hubtoday**, which you can find chilling at `https://ai.hubtoday.app/`.
-- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service, as applicable.
+- **You** means the awesome individual checking out or using our service, or if you're representing them, the company or legal entity doing the accessing. That's you!
## Collecting and Using Your Personal Data
### Types of Data Collected
#### Personal Data
-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 you're hanging out on our service, we might ask you for some personally identifiable info. This helps us get in touch or figure out who you are. This kind of info could include, but isn't limited to:
-- Email address
-- Usage Data
+- Email address ๐ง
+- Usage Data
#### Usage Data
-Usage Data is collected automatically when using the Service.
+Here's the scoop on Usage Data: it's automatically gathered whenever you're using our service.
-Usage Data may include information such as Your Device's Internet Protocol address (e.g. IP address), browser type, browser version, the pages of our Service that You visit, the time and date of Your visit, the time spent on those pages, unique device identifiers and other diagnostic data.
+This data might include cool stuff like your device's Internet Protocol address (aka that trusty IP address), your browser type and version, which pages you're checking out on our service, the exact time and date of your visit, how long you're hanging around on those pages, unique device identifiers, and other diagnostic data.
-When You access the Service by or through a mobile device, we may collect certain information automatically, including, but not limited to, the type of mobile device You use, Your mobile device's unique ID, the IP address of Your mobile device, Your mobile operating System, the type of mobile Internet browser You use, unique device identifiers and other diagnostic data.
+If you're accessing the service via your mobile device, we might automatically collect some info there too. This includes (but isn't limited to!) the type of mobile device you're rocking, its unique ID, your mobile IP address, your mobile operating system, the type of mobile internet browser you're using, unique device identifiers, and other diagnostic data.
-Your browser may also send information when You visit our Service or when You access the Service by or through a mobile device, and we may collect this.
+Oh, and whenever you visit our serviceโwhether on desktop or mobileโwe might also grab the info your browser sends our way.
### Tracking Technologies and Cookies
-Cookies and similar tracking technologies are what we use to track activity on our Service and store certain information. The tracking technologies used include beacons, tags, and scripts to collect and track information and to improve and analyze our Service. The technologies we use may include:
+So, how do we keep tabs on what's happening and remember your preferences? We use Cookies and other neat tracking tech to watch activity on our service and stash away certain info. These tracking goodies include things like beacons, tags, and scripts โ all used to collect data, keep track of stuff, and ultimately make our service better and analyze how it's being used. Some of the tech we use might be:
-- **Cookies or Browser Cookies**: A Cookie is a small file placed on Your Device. You can instruct Your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if You do not accept Cookies, You may not be able to use some parts of our Service. Unless You have adjusted Your browser setting so that it will refuse Cookies, our Service may use Cookies.
-- **Web Beacons**: Certain sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs). These allow the Company, for example, to count users who have visited those pages or opened an email and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
+- **Cookies or Browser Cookies**: Basically, a Cookie is just a tiny file popped onto your device. You can totally tell your browser to reject all Cookies or give you a heads-up when one's being sent. But, heads-up: if you don't accept Cookies, some parts of our service might not work quite right for you. Unless you've specifically told your browser to block 'em, our service will likely be using Cookies.
-Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies remain on Your personal computer or mobile device when You go offline, while Session Cookies are deleted as soon as You close Your web browser.
+- **Web Beacons**: You might find these small electronic files, also called clear gifs, pixel tags, or single-pixel gifs, lurking in some parts of our service and our emails. They're super handy for us to count users who've visited certain pages or opened an email, and for other cool website stats (like checking out how popular a section is or making sure our systems are shipshape).
-We use both Session and Persistent Cookies for the purposes set out below:
+Just so you know, Cookies come in two flavors: "Persistent" or "Session" Cookies. Persistent Cookies stick around on your computer or phone even after you've logged off, while Session Cookies vanish the moment you close your web browser. Poof! ๐จ
-- **Necessary / Essential Cookies**
- - **Type**: Session Cookies
- - **Administered by**: Us
- - **Purpose**: These Cookies are essential to provide You with services available through the Website and to enable You to use some of its features. They help to authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services that You have asked for cannot be provided, and We only use these Cookies to provide You with those services.
+We actually use both Session and Persistent Cookies for these reasons:
-- **Cookies Policy / Acceptance Cookies**
- - **Type**: Persistent Cookies
- - **Administered by**: Us
- - **Purpose**: These Cookies identify if users have accepted the use of cookies on the Website.
+- **Necessary / Essential Cookies**
+ - **Type**: Session Cookies
+ - **Administered by**: Us
+ - **Purpose**: These Cookies are absolutely crucial for getting our website services to you and letting you use some of its key features. They're like the bouncers at a club, helping us verify who you are and keeping those pesky fraudulent account uses at bay. Without these bad boys, the services you're asking for just wouldn't be possible, and trust us, we only use them to make sure you get what you came for.
-- **Functionality Cookies**
- - **Type**: Persistent Cookies
- - **Administered by**: Us
- - **Purpose**: These Cookies allow us to remember choices You make when You use the Website, such as remembering your login details or language preference. The purpose of these Cookies is to provide You with a more personal experience and to avoid You having to re-enter your preferences every time You use the Website.
+- **Cookies Policy / Notice Acceptance Cookies**
+ - **Type**: Persistent Cookies
+ - **Administered by**: Us
+ - **Purpose**: These Cookies are like our little reminders to see if you've already given us the thumbs-up to use cookies on the website. No need to ask twice! ๐
-For more information about the cookies we use and your choices regarding cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
+- **Functionality Cookies**
+ - **Type**: Persistent Cookies
+ - **Administered by**: Us
+ - **Purpose**: These Cookies are the smart ones! They help us remember your choices when you're cruising around our website, like saving your login deets or your preferred language. The whole point here is to give you a super personalized experience and save you the hassle of typing in your preferences every single time you visit. Sweet!
+
+Wanna know more about the Cookies we use and what your options are? Just hop over to our Cookies Policy or check out the Cookies section right here in our Privacy Policy.
### Use of Your Personal Data
-The Company may use Personal Data for the following purposes:
+Alright, so the Company might use your Personal Data for these specific reasons:
-- **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**: by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products or contracted services, including the security updates, when necessary or reasonable for their implementation.
-- **To provide You with news**, special offers and general information about other goods, services and events which we offer that are similar to those that you have already purchased or enquired about unless You have opted not to receive such information.
-- **To manage Your requests**: to attend and manage Your requests to Us.
-- **For business transfers**: We may use Your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
-- **For other purposes**: We may use Your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns and to evaluate and improve our Service, products, marketing and your experience.
+- **To provide and maintain our Service**: This includes keeping an eye on how our service is being used, making sure everything's running smoothly.
+- **To manage Your Account**: We'll handle your registration as a user of the service. The Personal Data you hand over gives you access to all the different features available to registered users.
+- **For the performance of a contract**: This means working on, sticking to, and delivering on the purchase contract for any products, items, or services you've bought, or any other contract you've made with us through the service.
+- **To contact You**: We might reach out to you via email, phone calls, SMS, or other electronic communication forms (like push notifications from our mobile app). This is for updates or info messages related to features, products, or contracted services, including security updates, whenever it's necessary or makes sense.
+- **To provide You with news and offers**: We'll send you news, special offers, and general info about other goods, services, and events we're slinging that are similar to what you've already bought or asked about. Of course, this is unless you've opted out of getting such info.
+- **To manage Your requests**: We'll process and handle all your requests to us.
+- **For business transfers**: We might use your info to check out or go through with a merger, divestiture, restructuring, reorganization, dissolution, or any other sale or transfer of some or all of our assets. This could be as a going concern or as part of bankruptcy, liquidation, or similar proceedings, where the Personal Data we hold about our service users is among the assets being transferred.
+- **For other purposes**: We might totally use your info for other stuff too, like data analysis, spotting usage trends, figuring out how effective our promo campaigns are, and evaluating and improving our service, products, marketing, and your overall experience.
-We may share Your personal information in the following situations:
+Now, about sharing your personal infoโwe might do that in these scenarios:
-- **With Service Providers**: We may share Your personal information with Service Providers to monitor and analyze the use of our Service, and to contact You.
-- **For business transfers**: We may share or transfer Your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business to another company.
-- **With Affiliates**: We may share Your information with Our affiliates, in which case we will require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners or other companies that We control or that are under common control with Us.
-- **With business partners**: We may share Your information with Our business partners to offer You certain products, services or promotions.
-- **With other users**: When You share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed externally.
-- **With Your Consent**: We may disclose Your personal information for any other purpose with Your consent.
+- **With Service Providers**: We might share your personal info with our Service Providers to monitor and analyze how our service is used, and to get in touch with you.
+- **For Business Transfers**: If we're looking at a merger, selling off company assets, financing, or acquiring all or part of our business by another company, we might share or transfer your personal info during those negotiations or the actual process. It's all part of the business dance!
+- **With Affiliates**: We could share your info with our affiliates. Don't worry, we'll make sure they play by the rules of this Privacy Policy too. Our affiliates include our parent company, any subsidiaries, joint venture partners, or other companies we control or are under common control with.
+- **With Business Partners**: We might share your info with our business partners to hook you up with specific products, services, or awesome promotions.
+- **With Other Users**: If you spill your personal info or interact with other users in public areas, well, that info might be seen by everyone and could even be publicly distributed outside the service. Just a heads-up! ๐ข
+- **With Your Consent**: If you give us the green light, we might dish out your personal info for any other purpose you agree to.
### 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.
+So, how long do we keep your Personal Data? ๐ฐ๏ธ The Company will only hold onto it for as long as it's absolutely necessary for the reasons we've spelled out in this Privacy Policy. We'll also keep and use your Personal Data as much as we need to meet our legal obligations (like if we have to hold your data to follow the law), iron out any disagreements, and make sure our legal agreements and policies are upheld.
-The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period of time, except when this data is used to strengthen the security or to improve the functionality of Our Service, or We are legally obligated to retain this data for longer time periods.
+The Company will also hold onto Usage Data for our internal analysis. Usually, Usage Data chills with us for a shorter time, unless we need it to seriously beef up the security or supercharge the functionality of our service, or if the law tells us we gotta keep it for longer.
### 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 โ and maintained on โ computers located outside of Your state, province, country or other governmental jurisdiction where the data protection laws may differ than those from Your jurisdiction.
+Okay, so your info (including your Personal Data!) gets processed at the Company's main offices and wherever else our processing partners are chilling. This means your data might actually get zipped over to and stored on computers outside your home state, province, country, or whatever government area you're in. Why does that matter? Well, data protection laws in those spots might be different from yours.
-Your consent to this Privacy Policy followed by Your submission of such information represents Your agreement to that transfer.
+By giving this Privacy Policy a nod and sending us your info, you're essentially giving us the green light for that transfer. ๐ฆ
-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 is gonna take all the reasonable and necessary steps to make sure your data is handled safely and in line with this Privacy Policy. We won't ever transfer your Personal Data to an organization or country unless there are seriously awesome controls in place, especially for the security of your data and other personal info. No sketchy business here!
### 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.
+Guess what? You've got the power to delete your Personal Data, or at least ask us for a hand in deleting the stuff we've collected about you! ๐ฅ
-Our Service may give You the ability to delete certain information about You from within the Service.
+Our service might even let you zap certain info about yourself right from within the service itself. How cool is that?
-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 can totally update, tweak, or delete your info anytime by logging into your account (if you've got one, of course!) and heading over to the account settings where you can manage all your personal deets. Or, hey, just hit us up directly to ask for access, corrections, or to delete any personal info you've given us.
-Please note, however, that We may need to retain certain information when we have a legal obligation or lawful basis to do so.
+But, just a little heads-up: sometimes we might need to hang onto certain info if we've got a legal obligation or a legit reason to do so. Just keeping it real!
### 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.
+Heads up! If the Company ever gets into a merger, acquisition, or an asset sale, your Personal Data might be on the move. We'll definitely give you a shout before your Personal Data is transferred and falls under a different Privacy Policy. Just keeping you in the loop!
-#### Law enforcement
-In certain circumstances, the Company may be required to disclose Your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g. a court or a government agency).
+#### Law Enforcement
+Sometimes, things get a bit official. Under certain circumstances, the Company might have to spill your Personal Data if the law demands it or if public authorities (like a court or government agency) hit us with a valid request. We gotta play by the rules! ๐ฎโโ๏ธ
-#### Other legal requirements
-The Company may disclose Your Personal Data in the good faith belief that such action is necessary to:
-- Comply with a legal obligation
-- Protect and defend the rights or property of the Company
-- Prevent or investigate possible wrongdoing in connection with the Service
-- Protect the personal safety of Users of the Service or the public
-- Protect against legal liability
+#### Other Legal Requirements
+The Company might also feel it's necessary (and we'll truly believe it's for the best) to disclose your Personal Data to:
+- Follow a legal obligation.
+- Protect and defend the Company's rights or property.
+- Stop or investigate potential wrongdoing connected with the service.
+- Keep users of the service or the public safe.
+- Guard against legal liability.
### Security of Your Personal Data
-The security of Your Personal Data is important to Us, but remember that no method of transmission over the Internet, or method of electronic storage is 100% secure. While We strive to use commercially acceptable means to protect Your Personal Data, We cannot guarantee its absolute security.
+Look, keeping your Personal Data safe and sound is super important to us! ๐ But let's be real: no method of sending stuff over the internet or storing it electronically is ever 100% foolproof. While we totally bust our chops to use commercially accepted ways to protect your Personal Data, we just can't promise it's absolutely, positively, 100% secure. We're doing our best, though!
## 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 take steps to remove that information from Our servers.
+Our service isn't aimed at anyone under 13, period. We're super careful not to knowingly collect any personally identifiable info from kids under that age. If you're a parent or guardian and you find out your little one has given us Personal Data, please, please get in touch with us! ๐ If we ever discover we've accidentally scooped up Personal Data from anyone under 13 without verified parental consent, we'll spring into action and delete that info from our servers. Pronto!
-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.
+And hey, if we need to get consent as a legal reason for processing your info, and your country says a parent's consent is a must-have, then we might ask for your parent's permission before we collect and use that info. Just making sure everyone's on board!
## Links to Other Websites
-Our Service may contain links to other websites that are not operated by Us. If You click on a third party link, You will be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
+Our service might have links leading to other websites that aren't run by us. Just a heads-up! If you click on one of those third-party links, you'll be whisked away to *their* site. We really, really, *really* recommend you take a peek at the Privacy Policy of every single site you visit. Better safe than sorry!
-We have no control over and assume no responsibility for the content, privacy policies or practices of any third party sites or services.
+We don't have any say over, and can't take responsibility for, the content, privacy policies, or practices of any third-party sites or services. So, browse wisely! ๐ค
## 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.
+Things change, right? So, we might update our Privacy Policy every now and then. When we do, we'll let you know about any tweaks by just posting the spanking new Privacy Policy right here on this page.
-Before the changes become effective, We will let You know via email and/or a prominent notice on Our Service, and update the "Last updated" date at the top of this Privacy Policy.
+Before any big changes actually kick in, we'll give you a heads-up via email and/or a super noticeable announcement on our service. And, of course, we'll update that "Last Updated" date right at the top of this Privacy Policy.
-You are advised to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
+We totally recommend you check back on this Privacy Policy regularly to catch any changes. Any updates to this Privacy Policy become effective the moment they're posted on this page. Easy peasy!
## Contact Us
-If You have any questions about this Privacy Policy, You can contact us:
+Got any burning questions about this Privacy Policy? ๐ฅ No sweat! You can totally get in touch with us through these channels:
-- ๐ง **By email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
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+- ๐ง **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
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diff --git a/content/en/terms-of-service.md b/content/en/terms-of-service.md
index 70f94c2..b6a273d 100644
--- a/content/en/terms-of-service.md
+++ b/content/en/terms-of-service.md
@@ -6,48 +6,48 @@ sidebar:
---
# Terms of Service
-*Effective Date: June 1, 2025*
+*Effective: June 1, 2025*
---
-๐ Welcome to **ai.hubtoday** (referred to as "**This Site**" or "**we**"). Before using This Site's services, please carefully read these Terms of Service. By accessing or using This Site, you agree to and accept these terms.
+๐ Welcome to **ai.hubtoday**! Before you dive into our awesome services, please take a moment to read these Terms of Service. By visiting or using **ai.hubtoday**, you're basically saying "I agree!"
-## 1. Service Overview
-**This Site** provides users with paid subscription content and member services, including blog posts, exclusive resources โจ, e-books, and community interaction, among others. Note that some content is exclusively for subscribed users.
+## 1. About Our Services
+Our services at **ai.hubtoday** hook you up with paid subscription content and member perks, like blog posts, exclusive resources, e-books, and community vibes. Heads up: some content is only for our subscribed users!
## 2. User Registration & Accounts
-- Users must provide a valid email address and set a password to register an account.
-- Users are responsible for the security of their accounts and all activities. Transferring or sharing accounts is **strictly prohibited**.
-- **This Site** reserves the right to **suspend or terminate** user accounts if they violate these terms.
+* To snag an account, **users** just need to give us a valid email and set up a password.
+* **Users**, you're totally on the hook for your account's security and anything that happens with it. Sharing or transferring your account? Big no-no! ๐
โโ๏ธ
+* **ai.hubtoday** can, and will, suspend or terminate accounts if users breach these terms.
## 3. Paid Subscription Services
-- Subscription services are billed on a monthly/annual basis, with fees clearly stated on the checkout page.
-- All payments are processed through third-party payment platforms (e.g., Stripe, PayPal); **This Site** does not store your payment information.
-- Subscriptions will **automatically renew** unless you cancel before the end of the current billing cycle.
-- **Our 14-Day Refund Policy**: First-time subscribers to the service can request a full refund within 14 days from the purchase date if they are not satisfied. To do so, please contact us via the email address provided at the end of these terms and explain your reason for the refund. Each user is limited to one refund opportunity. For subscriptions beyond 14 days or non-first-time subscriptions, refunds are **not available** after payment, unless mandated by law.
+* Our subscription services are billed monthly or annually, with all costs clearly shown on the checkout page.
+* Payments? They're all handled through third-party platforms like Stripe or PayPal. **ai.hubtoday** won't ever stash your payment info.
+* Your subscription will totally auto-renew unless you cancel before your current billing cycle ends.
+* **Our 14-day Refund Policy** is pretty sweet: First-time subscribers, if you're not vibing with our service within 14 days of purchase, you can snag a full refund. Just hit us up at the contact email at the end of these terms and tell us why. Heads up, though: it's a one-time deal per user. After 14 days or for repeat subscribers, all payments are final โ unless the law says otherwise, of course.
## 4. Content Use & Intellectual Property
-- All original content is **copyrighted by This Site (hubtoday)** and may not be copied, reproduced, or used for commercial purposes without authorization.
-- Users receive only **non-exclusive, non-transferable access** for personal learning and reading.
-- For commercial use or extensive citation, please contact **This Site** to obtain authorization.
+* All original content? That's **ai.hubtoday**'s baby! Please don't copy, repost, or use it for commercial stuff without getting our OK first.
+* **Users** only get a non-exclusive, non-transferable right to access our content for personal learning and reading.
+* For commercial use or if you want to quote a lot, hit us up at **ai.hubtoday** for authorization.
## 5. User Conduct Guidelines
-- Users are **prohibited** from uploading, posting, or distributing any content that is illegal, harassing, false, offensive, or infringes upon others' rights.
-- Users are **prohibited** from bulk downloading, scraping, or cracking member content through technical means.
-- **This Site** reserves the right to remove inappropriate content and **ban violating users**.
+* As for user conduct, **please don't** upload, post, or spread any illegal, harassing, fake, offensive, or rights-infringing content. Seriously, don't. ๐ซ
+* Using tech tricks to bulk download, scrape, or crack member content? **Also a no-go!**
+* **ai.hubtoday** can totally remove inappropriate content and ban users who play dirty.
## 6. Service Changes & Interruptions
-- We reserve the right to change, suspend, or terminate part or all of our services at any time without prior notice.
-- If content is temporarily inaccessible due to force majeure, server failure, or third-party service interruptions, **This Site** **bears no liability for compensation**.
+* **We** totally reserve the right to change, suspend, or ditch parts or all of our services anytime, without notice.
+* In case of force majeure, server glitches, or third-party service outages making content temporarily unavailable, **ai.hubtoday** won't be on the hook for compensation.
## 7. Disclaimer
-- The information provided by **This Site** is for reference only and **does not constitute** any professional advice (e.g., financial, legal, medical).
-- **This Site** **is not responsible** for any direct or indirect losses incurred by users due to the use of This Site's content or services.
+* The info provided on **ai.hubtoday** is just for kicks and reference. It's totally not professional advice (like financial, legal, medical, you get the drill ๐).
+* For any direct or indirect losses users might get from using our content or services, **ai.hubtoday** is absolutely not liable. Just sayin'.
## 8. Governing Law
-- These Terms of Service are governed by and construed in accordance with the laws of the State of California, USA, without regard to its conflict of law principles.
-- Any disputes arising from or related to these terms shall first be resolved through friendly negotiation between the parties. If negotiation fails, you agree to submit to the jurisdiction of the competent courts in Santa Clara County, California.
+* These Terms of Service? They're governed by the laws of California, USA, and interpreted that way, no matter what other legal stuff might pop up.
+* Any disputes arising from or related to these terms, **we** should try to chat it out first, amicably. If that doesn't work, you agree to take it to the courts in Santa Clara County, California, which totally have jurisdiction.
-## 9. Contact Information
-- If you have any questions about these terms, please contact us using the following methods:
-- ๐ง **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
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+## 9. Contact Us
+* ๐ค If you've got any questions about these terms, hit us up here:
+* ๐ง **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
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