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+---
+linkTitle: 11-15-Daily
+title: 11-15-Daily AI News Daily
+weight: 17
+breadcrumbs: false
+comments: true
+description: Google DeepMind's SIMA 2 is making waves across social media once again!
+ This intelligent agent can understand and execute multimodal instructionsโtext,
+ voic.
+---
+## AI News Daily 2025/11/15
+
+> `AI News` | `Daily Morning Read` | `Aggregated Web Data` | `Frontier Science Exploration` | `Industry Free Speech` | `Open-Source Innovation` | `AI and Human Future` | [Visit Web Version](https://ai.hubtoday.app/) | [Join the Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
+
+### **Today's Summary**
+
+```
+Solo Coder, an AI development assistant, is out now, and NotebookLM just dropped a killer deep research feature.
+Perplexity is hooking up its users with GPT-5.1, while ChatGPT rolls out multi-person collaborative group chats.
+On the industry front, AI coding assistant Cursor snagged a massive $2.3 billion funding round.
+In frontier research, SIMA 2 is diving deep into virtual world learning, and DA3 is smashing records in 3D reconstruction.
+And to amp up AI security, the Siren framework has been introduced to mimic hacker attacks and expose model weak spots.
+```
+
+### Product & Feature Updates
+1. Google DeepMind's **SIMA 2** is making waves across social media once again! This intelligent agent can understand and execute multimodal instructionsโtext, voice, or image commandsโwithin real-time 3D scenes generated by **Genie 3**. SIMA flawlessly performs tasks in the virtual world, bringing us a big step closer to having real-world robotic assistants. [Watch the Agent's Demo - (AI News)](https://x.com/Gorden_Sun/status/1988998737344258541).
+2. Google's research powerhouse, **NotebookLM**, just got a massive upgrade! It's rolling out a new **"Deep Research"** tool that can automatically conduct complex online investigations and generate full, cited reports, just like a seasoned researcher. This update also integrates seamlessly with the Google Drive ecosystem, letting you batch import Sheets, PDFs, and Word documents to build your [personal knowledge system (AI News)](https://www.aibase.com/zh/news/22818) all within one workflow. Get ready, because a smarter AI note assistant, built for integration and exploration, is here!
+3. **Perplexity**, the search engine newcomer, just dropped a bombshell: its Pro and Max subscribers can now tap into the incredible power of **GPT-5.1**! This is a serious game-changer for its intelligent Q&A service. When a top-tier search engine meets a cutting-edge language model, we're zooming ever closer to an "all-knowing" AI. ๐ฅ [Experience the Top Model Now (AI News)](https://x.com/perplexity_ai/status/1989075483385069949) and feel the lightning-fast speed of knowledge acquisition!
+4. **ChatGPT** is officially declaring war on social anxiety, rolling out a brand-new **group chat feature** that lets you invite up to 20 friends to collaborate and create with AI! This AI isn't just smart; it can read the room, jump in at the right moment, or chill out. It even responds instantly when `@` mentioned and can blend user avatars into generated imagesโmaking it the ultimate team-building icebreaker. Team collaboration in the future just got a tireless, chatty new partner. [Check Out This New Feature (AI News)](https://x.com/imxiaohu/status/1989163098146771436)!
+5. **Dealism**, a startup from the former Youzan COO, has launched its **Vibe Selling AI Agent** and simultaneously announced a $15 million funding round! Their mission? To create a tireless, multilingual sales "clone" ๐ค. This intelligent agent learns your sales style and strategies, turning every customer interaction into a winning moment and empowering everyone to close deals with confidence and ease. [See Details of This Sales AI Agent - (AI News)](https://x.com/oran_ge/status/1989082155797082532)โcross-border businesses might have just found their new secret weapon!
+
+### Frontier Research
+1. Google's image generation model, **Nano Banana**, is trying to rein in the wild randomness of AI creativity using a workflow of **layered prompts** and **selection-based editing**, making storyboard creation way more controllable. While it outshines some diffusion models in detail preservation, it still has clear shortcomings when it comes to style transfer, precise layout, and reflection removal. Looks like AI won't be fully replacing artists anytime soon! [Read This Discussion (AI News)](https://newshacker.me/story?id=45917875) to see the limits of prompt engineering.
+2. Google DeepMind's **SIMA 2** is an intelligent gaming agent that learns and grows within virtual 3D worlds, exploring scenes generated by **Genie** and self-iterating with feedback from **Gemini**. This isn't just about AI helping you "grind" in games; it's a huge step towards understanding the **sim2real** (simulation-to-reality) transfer path for future robots. [Learn More About This Gaming AI Agent - (AI News)](https://newshacker.me/story?id=45916037) and get a glimpse of how smart future intelligent NPCs will be!
+3. A new paper titled **Depth Anything 3 (DA3)** is blowing minds by showcasing its astonishing ability to reconstruct 3D space from any number of views, even without knowing camera posesโall with just a standard Transformer! This model chucks complex architectural designs, predicting targets via a single depth ray, and has absolutely smashed records in both geometric accuracy and monocular depth estimation. We're getting closer to the "visual spatial reconstruction" holy grail! [Read the new paper (AI News)](https://arxiv.org/abs/2511.10647).
+4. To build a stronger AI defense, researchers have introduced the **Siren** frameworkโa learning-based **multi-round attack** simulator that can dynamically adjust its strategies like a real hacker to "jailbreak" large language models. This "AI sparring partner" runs through multi-round offensive and defensive drills with target models, revealing vulnerabilities with a success rate of up to 90%. [This Research Report - (AI News)](https://arxiv.org/abs/2501.14250) aims to spark even more robust AI security defense mechanisms.
+
+### Industry Outlook & Social Impact
+1. **AI coding assistant Cursor** just dropped some massive news: it secured a whopping **$2.3 billion** in funding, rocketing its valuation to an astonishing **$29.3 billion**! This is definitely adding more fuel to the red-hot AI development tools sector. This round was co-led by Accel and Coatue, with NVIDIA and Google also making strategic investments. The funds are primarily earmarked for developing their in-house model, **Composer**, aiming to ditch reliance on external APIs. [See Details of This Funding Round - (AI News)](https://www.aibase.com/zh/news/22814) and witness how capital is chasing the next programming paradigm.
+2. The **"World Model"** concept, championed by Turing Award winner Yann LeCun and "AI Godmother" Fei-Fei Li, is sparking a heated debate between technological vision and capital hype. On one hand, it's hailed as the key tech for building truly immersive virtual worlds. On the flip side, many are questioning if it's more of a convenient "story" for private fundraising than a product that can be commercialized anytime soon. [Dive Deeper into This Debate - (AI News)](https://newshacker.me/story?id=45923326) and weigh in on whether the future of AI is a vast sea of stars or just a capital bubble.
+3. An indie developer, after three years hustling in the overseas SaaS market, just shared a splash of "cold water," bluntly stating that making $50k a month as an indie is a fairy tale for the few, and 90% will crash and burn. He sharply pointed out the harsh realities of the market, like the difficulty of user retention and high cultural barriers. But he also dished out practical survival tips, including tech stack choices, pricing strategies, and a traffic acquisition "pitfall avoidance" guide. This [Overseas Survival Guide - (AI News)](https://m.okjike.com/originalPosts/69168565d9abb9785db5bbb5) is a much-needed reality check for everyone dreaming of indie development.
+
+### Open Source TOP Projects
+1. In the world of cloud-native applications, **Traefik** is seriously the ultimate "traffic controller"โa modern, powerful application proxy that makes publishing and managing your services ridiculously easy. Thanks to its simple configuration and automatic service discovery capabilities, [this Project with 58.1k Stars on GitHub](https://github.com/traefik/traefik) has become an indispensable piece of any microservices architecture and a favorite among DevOps engineers.
+
+### Social Media Share
+1. Still struggling to write awesome prompts? **Claude's official blog** just dropped a guide on **Prompt Engineering Best Practices**, and the core idea is simple: clear communication always trumps fancy tricks. The article systematically introduces practical techniques, from **chain-of-thought prompting** to **pre-filled responses**, and points out the pitfalls of over-engineering, emphasizing that the best prompts achieve their goal with the simplest structure. [Check Out This Prompt Guide - (AI News)](https://x.com/shao__meng/status/1989248063681228936) to instantly level up your AI communication skills!
+2. A developer just shared a "hidden skill" that makes AI coding assistants even more powerful: simply create and `@` the corresponding **SKILL** file in your project, and tools like Codex CLI and TRAE will instantly pick up new capabilities! This method modularizes skills, cleverly decoupling them from specific AI tools. [This Shared Technique - (AI News)](https://x.com/dotey/status/1989146187786494351) showcases the massive potential of "composable AI," making your AI assistant truly omnipotent!
+3. Many people are totally getting AI learning backwardโdiving straight into complex tools often leads to half the results for double the effort. The right approach is a three-step journey to steadily level up your skill tree. First, master chat tools like ChatGPT. Next, build automated workflows with no-code platforms. Finally, learn frameworks like LangChain to assemble your "AI special forces" capable of tackling complex problems autonomously. [This AI Learning Roadmap - (AI News)](https://m.okjike.com/originalPosts/691685c43ea7571a78ad745f) shows you the growth path to truly thrive in the AI era.
+4. **Gemini APP's Canvas feature** is once again flaunting its jaw-dropping aesthetic creativity! With just a single promptโ"generate Chinese ancient aesthetic weather cards"โit whipped up a series of dynamic weather cards featuring dazzling special effects. The results don't just blow similar products out of the water; they also highlight **Gemini 3's** immense potential in understanding and rendering complex aesthetic concepts. [Click to Admire These Stunning Cards - (AI News)](https://x.com/Gorden_Sun/status/1989013599654932668) and witness the perfect blend of code and art.
+
+---
+
+## **AI News Daily Audio Edition**
+
+| **Xiaoyuzhou** | **Douyin** |
+| --- | --- |
+| [Laisheng Speakeasy](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 acd5abf..f44e03c 100644
--- a/content/en/_index.md
+++ b/content/en/_index.md
@@ -2,83 +2,58 @@
linkTitle: AI Daily
title: AI Daily-AI่ต่ฎฏๆฅๆฅ
breadcrumbs: false
-next: /en/2025-11/2025-11-13
+next: /en/2025-11/2025-11-14
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
-## AI News Daily 2025/11/14
+## AI Daily News 2025/11/15
-> AI News | Daily Morning Read | Aggregated Web Data | Frontier Science Exploration | Industry Voice | Open Source Innovation Power | AI and Humanity's Future | [Visit Web Version โ๏ธ](https://ai.hubtoday.app/) | [Join Group Chat ๐ค](https://source.hubtoday.app/logo/wechat-qun.jpg)
+> AI News | Daily Morning Read | Web Data Aggregation | Cutting-Edge Science | Industry Insights | Open Source Innovation | AI & Humanity's Future | [Visit Web Versionโ๏ธ](https://ai.hubtoday.app/) | [Join the Group Chat๐ค](https://source.hubtoday.app/logo/wechat-qun.jpg)
-### **Today's Digest**
+### **Today's Summary**
```
-Baidu launched Wenxin Model 5.0, defining it as the world's first native full-modal large model.
-In the industry, AI unicorn ElevenLabs partnered with several Hollywood superstars to launch a celebrity voice synthesis service.
-Google plans to invest $6.4 billion in Germany to build a new AI data center to support its European operations.
-Meanwhile, Sam Altman tweeted the official release of GPT-5.1, stating significant improvements in instruction following and other aspects.
-However, netizens' actual tests revealed severe hallucination issues with the new model, posing challenges to its reliability.
+Solo Coder, an AI development assistant, has been released, and NotebookLM now features new deep research capabilities.
+Perplexity is now offering GPT-5.1 to its users, while ChatGPT has rolled out multi-person collaborative group chats.
+In industry news, AI programming assistant Cursor secured a massive $2.3 billion in funding.
+In cutting-edge research, SIMA 2 explores virtual world learning, and DA3 has set new records in 3D reconstruction.
+To enhance AI security, the Siren framework has been proposed to simulate hacker attacks and uncover model vulnerabilities.
```
### Product & Feature Updates
+1. Google DeepMind's **SIMA 2** is making waves again! This intelligent agent understands and executes multimodal instructionsโtext, voice, or imageโwithin real-time 3D scenes generated by **Genie 3**. SIMA's ability to seamlessly perform tasks in virtual worlds brings us a big step closer to having real-world helper robots โจ. [View a demo of this agent - (AI News)](https://x.com/Gorden_Sun/status/1988998737344258541).
+2. Google's research powerhouse, NotebookLM, just got a major upgrade with its new **"Deep Research"** tool. This bad boy can automatically complete complex online research and generate full, cited reports, just like a seasoned researcher ๐. The update also integrates with the Google Drive ecosystem, letting you batch import Sheets, PDFs, and Word docs to seamlessly build your [personal knowledge system (AI News)](https://www.aibase.com/zh/news/22818) all within one workflow. Get ready for an AI note assistant that truly understands integration and exploration!
+3. Perplexity, the new kid on the search engine block, just announced that its Pro and Max subscribers can now experience the raw power of **GPT-5.1**! This is a serious shot in the arm for its intelligent Q&A service (and a huge win for users!) ๐. When a top-tier search engine meets a top-tier language model, we're one step closer to an "all-knowing" AI. [Experience the top model now (AI News)](https://x.com/perplexity_ai/status/1989075483385069949) and feel the new speed of knowledge acquisition.
+4. ChatGPT is officially declaring war on social anxiety with its brand-new **group chat feature**! Now you can invite up to 20 friends to join forces with the AI for shared creation and collaboration ๐ค. This AI isn't just smart; it knows how to read the room, chime in at the right time, or stay quiet. It even responds instantly when `@`-mentioned and can integrate user avatars into generated imagesโtalk about a team-building icebreaker! ๐ฅ Future team collaborations just got a tireless, chatty new partner. [Check out this new feature (AI News)](https://x.com/imxiaohu/status/1989163098146771436).
+5. Dealism, the startup project from Youzan's former COO, has launched a **Vibe Selling AI Agent** and simultaneously announced a $15 million funding round. The goal? To create a tireless, multilingual sales "clone" ๐ผ. This intelligent agent learns your sales style and strategies, turning every customer interaction into a winning moment and empowering everyone to close deals confidently and effortlessly ๐. [Check out the details of this sales AI agent - (AI News)](https://x.com/oran_ge/status/1989082155797082532); friends in cross-border e-commerce might just have found their new secret weapon.
-1. **Baidu's Wenxin Model 5.0** just dropped, and it's a game-changer! ๐ช At the Baidu World Conference, Robin Li unveiled this model, proudly declaring it the world's first "native full-modal" large model. This means it's totally waving goodbye to the era of "spliced" multimodal models! โจ Imagine a model that genuinely understands text, images, and sounds all at once, right from its core โ true "see, hear, and think" magic, not just a bunch of modules tacked together. Li even dropped a profound insight: "Intelligence itself is the biggest application," hinting that AI is about to become as ubiquitous as electricity and water. Want the full scoop? Dive into the [Full Press Conference Text (AI News)](https://www.aibase.com/zh/news/22778) for more! ๐
-
-2. Say hello to a huge voice update for **Google's Gemini Live**! ๐ฃ๏ธ AI's speaking style is officially ditching that robotic vibe and sounding way more human. This new model is a total pro at understanding and using intonation, rhythm, and emotion โ you can even tell it to "speak faster" or "tell a story in a cowboy accent." This isn't just a small tweak; it's a massive upgrade that transforms Gemini from a basic voice assistant into an "emotive conversational partner" that can even help you ace interviews or master a new language! ๐ Get the full lowdown [here (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/google-gemini-live).
-
-3. Get ready for **Marble 3D**! ๐คฏ Fei-Fei Li's **World Labs** has finally dropped its first commercial product, and this world model is now in open beta, already valued at over $1.25 billion! You can literally whip up interactive, editable **3D virtual worlds** in just 10 minutes by feeding it text, images, or even videos. Talk about saying goodbye to the flat constraints of 2D content! This isn't just a sweet 3D playground for creators; it's a massive declaration in the "large world model" race. Head over to the [Official Website to Experience it Yourself (AI News)](https://marble.worldlabs.ai/worlds) and dive into this spatial revolution! โจ
-
-4. Get ready for **SOLO**! ๐ The official version has just made a spectacular debut, bringing a total overhaul and, get this, it's now open to everyone! The best news? They've announced a limited-time free policy, so everyone can jump in and try out this powerful tool right away. Don't miss out on this fantastic opportunity โ [View Full Introduction (AI News)](https://mp.weixin.qq.com/s?__biz=MzI1MzYzMjE0MQ==&mid=2247517414&idx=1&sn=7866376f89a66bb57a980d3f9a272ffc) now! โก๏ธ
-
-### Frontier Research
-
-1. Ever wonder if recommendation systems could get "poisoned"? ๐ฑ A [Latest Paper (AI News)](https://arxiv.org/abs/2511.09392) uncovers a sneaky tactic called the "**personal profile poisoning attack**." Attackers don't even need to churn out a bunch of fake accounts; they just subtly tweak a few user interactions to trick the system into making bogus recommendations. ๐ฌ Researchers have dropped **CREAT**, a reinforcement learning-based attack framework that's designed to hit hard while keeping its detection risk super low โ like a digital ghost lurking in your data. This is a serious wake-up call, and our recommendation system defenses *definitely* need a major overhaul! ๐จ
-
-2. Ever wish you could chat with a geospatial database in plain English? ๐ฃ๏ธ A [New Research (AI News)](https://arxiv.org/abs/2510.21045) unveils a super clever **multi-agent framework** that's here to tackle the tricky business of transforming natural language questions into complex **spatial SQL** queries. Instead of one big model trying to do it all, this system pulls together an "expert team" โ think entity extraction, logic building, code generation, and review/verification โ all working together like a dream team. ๐บ๏ธ This setup makes spatial data analysis ridiculously simple and lays a rock-solid foundation for building autonomous Geographic Information Systems (GIS)! ๐
-
-3. What if you had an AI co-pilot in the operating room? ๐คฏ A [Groundbreaking Paper (AI News)](https://arxiv.org/abs/2503.09474) introduces the "**Surgical AI Copilot**," an LLM agent built to give real-time decision support for image-guided surgeries. This isn't just a fancy tool; this AI assistant can grasp complex surgical scenes, handle tasks like tumor segmentation and instrument tracking, and even engage in conversational planning with surgeons! To make this happen, the research team cooked up a specialized "**PitAgent surgical planning dataset**" and super-efficient fine-tuning techniques, marking a massive leap for LLM applications right there on the operating table. ๐ฉบ
-
-4. Traditional object detection AI often fumbles when it comes to non-standard poses โ a total disaster, especially when those poses are the norm in actual disaster rescue situations! ๐คฏ But fear not, a [New Research (AI News)](https://arxiv.org/abs/2511.08908) is dropping a game-changing method called **HitoMi-Cam**. Instead of relying on a person's shape, this tech identifies people by analyzing the **spectral reflection characteristics of their clothing**. This "**shape-independent**" detection method crushes it in simulated search and rescue scenarios, blowing traditional CNN models out of the water in accuracy. And here's the kicker: it can run in real-time on edge devices without a GPU. Talk about a rescue superpower! โจ
+### Cutting-Edge Research
+1. Google's image generation model, **Nano Banana**, is trying to tame the randomness of AI creation using a **hierarchical prompting** and **box-selection editing** workflow, making storyboard creation way more controllable ๐จ. While it outperforms some diffusion models in detail retention, it still has clear shortcomings in style transfer, precise layout, and reflection removal. Looks like AI won't be fully replacing artists anytime soon ๐ง. [Read this discussion (AI News)](https://newshacker.me/story?id=45917875) to see the limits of prompt engineering.
+2. Google DeepMind's **SIMA 2** is an intelligent game agent that learns and grows in virtual 3D worlds! It explores worlds generated by **Genie** and self-iterates with feedback from **Gemini** ๐ฎ. This isn't just about AI "leveling up" for you; it's a critical exploration of the future **sim2real** (simulation to reality) migration path for robots ๐ก. [Learn more about this gaming AI agent - (AI News)](https://newshacker.me/story?id=45916037) and check out how smart future AI NPCs could be.
+3. **Depth Anything 3 (DA3)**, a [new paper (AI News)](https://arxiv.org/abs/2511.10647), showcases an astonishing ability: recreating 3D space from any number of views using only a regular Transformer, regardless of known camera poses ๐คฏ. This model ditches complex architectural designs, predicting targets via a single depth ray and smashing records in both geometric accuracy and monocular depth estimation. We're getting closer to the holy grail of "visual spatial reconstruction"! ๐
+4. The **Siren** framework has been proposed by researchers to build a more robust AI defense line. This learning-based **multi-round attack** simulator can dynamically adjust its strategy, just like a real hacker, to "jailbreak" large language models ๐. This "AI sparring partner" conducts multi-round offensive and defensive drills with target models, revealing vulnerabilities with a success rate of up to 90%. [This research report - (AI News)](https://arxiv.org/abs/2501.14250) aims to inspire more powerful AI security defense mechanisms.
### Industry Outlook & Social Impact
+1. AI programming assistant **Cursor** recently announced a whopping **$2.3 billion** in funding, with its valuation skyrocketing to an astounding **$29.3 billion**! This definitely adds more fuel to the red-hot AI development tool sector ๐ฅ. This round was co-led by Accel and Coatue, with NVIDIA and Google also making strategic investments. The funds will primarily go towards developing Cursor's proprietary model, **Composer**, aiming to break free from reliance on external APIs ๐. [View details of this funding round - (AI News)](https://www.aibase.com/zh/news/22814) and see how capital is chasing the next programming paradigm.
+2. The **"World Model"** concept, backed by Turing Award winner Yann LeCun and "AI Godmother" Fei-Fei Li, is sparking a heated debate between technological vision and capital hype ๐ค. On one hand, it's seen as a key technology for building truly immersive virtual worlds. On the other, many question if it's more of a convenient "story" for private equity funding rather than a product that can be commercialized in the short term ๐ง. [Delve into this debate - (AI News)](https://newshacker.me/story?id=45923326) and decide if AI's future is a sea of stars or a capital bubble.
+3. A developer who's been grinding in the overseas SaaS sector for three years just shared some cold hard truth, bluntly stating that making $50k/month as an indie developer is a fairy tale for the few; 90% will fail ๐ฅถ. He sharply pointed out the brutal market realities, like the difficulty of user retention and high cultural barriers, but also offered practical survival advice, including tech stack choices, pricing strategies, and pitfalls to avoid when acquiring traffic ๐ก. This [Overseas Survival Guide - (AI News)](https://m.okjike.com/originalPosts/69168565d9abb9785db5bbb5) is a reality check for everyone dreaming of independent development.
-1. AI unicorn **ElevenLabs** is back, stirring up Hollywood yet again! โจ They've just announced a partnership with A-listers like Michael Caine and Matthew McConaughey to launch an officially licensed **celebrity voice synthesis service**. This is a huge deal, marking Hollywood's clear pivot from being wary of AI to actively exploring its potential. Not only can stars use AI voices to broaden their global reach (think translating personal messages!), but brands can now legally tap into these iconic voices for their creative projects. This isn't just a win for technology; it's a brilliant innovation in business models! ๐ค Get the full scoop in the [Related Report (AI News)](https://www.aibase.com/zh/news/22772).
-
-2. Guess what? **Google** is going all-in on Germany! ๐ฉ๐ช They're planning to drop a massive **$6.4 billion** to build brand-new **AI data centers** โ making it their biggest investment in Europe, ever! This huge sum will fund a new data center in Dietzenbach and beef up existing facilities in Hanau. The goal? To power up businesses like Mercedes-Benz with some serious **Vertex AI** and **Gemini** model computing muscle. But wait, there's more: the project also includes a neat heat recovery program, piping waste heat from the data centers to local residents. Talk about a win-win for tech and the environment! ๐ฑ Peep the [More Investment Details (AI News)](https://www.aibase.com/zh/news/22764).
-
-### Open Source TOP Projects
-
-1. Hey busy software engineers, listen up! ๐ข The **tech-interview-handbook** is seriously your ultimate cheat code for coding interviews. No wonder it's blown up on [GitHub (AI News)](https://github.com/yangshun/tech-interview-handbook), racking up a crazy โญ132.5k stars! This project has meticulously put together every single interview material you'll need, from algorithms to system design, so you can finally ditch the information overload anxiety. If you're aiming to absolutely crush your next technical interview, this repo is your secret weapon. Trust us! ๐
-
-2. Low on VRAM but still dreaming of top-notch AI video generation? โจ Good news, everyone! The open-source project **Wan2GP** is literally tailor-made for "budget GPU users," pushing performance optimizations to the absolute max! It makes popular models like **Wan 2.1/2.2** and **Qwen Image** run silky smooth, generating HD videos even on laptops rocking just **6GB of VRAM**. This [Project (AI News)](https://github.com/deepbeepmeep/Wan2GP) comes with a full web-based interface, making model freedom accessible to pretty much everyone. Get ready to create! ๐
-
-3. Check this out: **Google** has open-sourced **adk-go**, a Go language toolkit that's a total godsend for developers who crave flexible, controllable ways to build, evaluate, and deploy complex **AI agents**! ๐ ๏ธ This project champions a "**code-first**" philosophy, meaning you can finally ditch those black boxes and take full command of every single part of your agent. It's already smashed past โญ3.1k stars on [GitHub (AI News)](https://github.com/google/adk-go), so it looks like the era of building intelligent agents with Go is officially here! ๐
-
-4. Get ready to meet the "academic dream team" of the AI world! ๐คฉ **Anthropic** has open-sourced a multi-agent research system demo project, all built on the **Claude Agent SDK**. This brilliant system simulates a full-on "deep research" process through multiple AI agents collaborating: a **Research Agent** handles all the parallel info-searching, while a **Report Writing Agent** pulls together every single note to churn out a structured, comprehensive report. This [Parallel Research, Division of Labor and Collaboration (AI News)](https://github.com/anthropics/claude-agent-sdk-demos/tree/main/research-agent) model dramatically amps up efficiency for tackling complex topics and totally showcases a brand-new game plan for future content creation! โ๏ธ
+### Top Open Source Projects
+1. In the world of cloud-native applications, **Traefik** stands out as the ultimate "traffic controller"! This modern, powerful application proxy makes deploying and managing your services super easy (and dare we say, fun?!) ๐. With its simple configuration and automatic service discovery capabilities, [this project with โญ58.1k Stars on GitHub](https://github.com/traefik/traefik) has become an indispensable part of microservice architecturesโa true favorite for DevOps engineers ๐ ๏ธ.
### Social Media Shares
-
-1. Big news from the man himself! **Sam Altman** just tweeted the official release of **GPT-5.1**, calling it a "decent upgrade"! ๐ He specifically highlighted the new model's massive improvements in **instruction following** and **adaptive thinking**, plus its solid performance in both intelligence and style. This [Official Endorsement (AI News)](https://x.com/sama/status/1988692165686620237) totally signals that GPT-5.1 is hitting a new level in grasping complex tasks and rolling with the punches. Definitely something all developers and users should be hyped about! โจ
-
-2. Hold up! ๐คฏ Some sharp-eyed netizens have apparently discovered a genius bug that lets you "sneak peek" and test **Google's unreleased Gemini 3 model**! By doing certain moves on the [lmarena.ai Website (AI News)](https://x.com/vista8/status/1988958929691496580), you might just activate a mysterious model codenamed "**riftrunner**" โ which many believe is the legendary Gemini 3. And get this: from the leaked test results, its power to churn out SVG code is absolutely insane! Talk about setting expectations sky-high for the official release. โจ
-
-3. Uh oh, did the freshly released **GPT-5.1** just hit a snag? ๐ค Netizens are totally blowing up [Social Media (AI News)](https://x.com/vista8/status/1988761683427512588) with screenshots from their group chats, revealing that the new model has some serious **hallucination issues** and urging everyone to tread carefully. Looks like even the latest and greatest models still have a long road ahead when it comes to reliability. This "early access" might just be turning into a "massive bug-finding party"! ๐ฌ
-
-4. Ever wonder why we're constantly mind-blown by AI's power but also totally frustrated by it? ๐คทโโ๏ธ **Li Jigang** (AI News) [hits the nail on the head](https://x.com/lijigang_com/status/1988896883436376308), pointing out that we're always bouncing between the extremes of a "**white box**" (aka over-controlling) and a "**black box**" (blindly trusting). He reckons the sweet spot for the future is a middle ground he calls the "**transparent box**": humans lay down the strategic framework and boundaries, and then AI dives in to fill out the details and execute the tactics. This isn't a one-size-fits-all thing; it's an adjustable human-AI collaboration model where the magic happens by tweaking human involvement based on the task. That's how we truly unlock AI's full potential! โจ
-
-5. Wanna know how to *really* master hardcore tech books like "Building Large Language Models from Scratch"? ๐ The author of the book spilled the beans on his [Five-Step Learning Method (AI News)](https://x.com/shao__meng/status/1988877651516539339), hammering home the idea that "quality beats quantity" every single time! Hereโs the core drill: kick off with a **first offline immersive read** to get the big picture, then **read it a second time while manually coding** to lock in your understanding. Next, **crush the exercises** to test your skills, **review and organize** to truly own that knowledge, and finally, **apply it to real-world projects**. This step-by-step game plan is all about helping you *really* internalize that knowledge and turn it into your superpower, instead of just speed-reading through it! โจ
-
-6. The AI programming model scene is absolutely wild and constantly shifting! ๐คฏ [Cursor's Latest Release (AI News)](https://x.com/shao__meng/status/1988783265495544077) model ranking just dropped, revealing that in a mere six months, the lists of both the most popular and fastest-growing models have been totally flipped upside down. **Sonnet 4.5** is still chilling in the top spot as the most-loved programming model, but Cursor's very own **Composer 1** is making massive waves on the growth chart, thanks to its blazing speed. This ranking perfectly highlights the mind-boggling pace of AI model evolution and the intense rivalry between open-source and closed-source players! ๐ฅ
-
-7. Are you totally over that generic, bland, "AI-ish" copywriting vibe? ๐ฉ This [Post (AI News)](https://x.com/hongming731/status/1988745106397229411) dives deep into why AI writing often feels so same-y, boring, and marketing-heavy, then drops a super practical guide on how to "**de-AI-fy**" your text! ๐ฅ The key hack is to create a "**personal style card**" packed with your go-to keywords, sentence structures, no-go words, and all your unique preferences. Feed this to the AI when you prompt it, then give the output a human touch-up to sprinkle in more detail and your personal take. This awesome method can totally transform AI from just a "template generator" into a writing assistant that *actually* gets you! โจ
+1. Still struggling to write good prompts? Claude's official blog just dropped a guide on **prompt engineering best practices**, and the core idea is simple: clear communication always beats fancy tricks โจ. The article systematically introduces various practical techniques, from **Chain-of-Thought prompting** to **pre-filled responses**, and highlights the pitfalls of over-engineering. It emphasizes that the best prompt achieves its goal with the simplest structure ๐ก. [Check out this prompt engineering guide - (AI News)](https://x.com/shao__meng/status/1989248063681228936) to instantly level up your AI communication skills!
+2. A developer shared a "hidden skill" that makes AI programming assistants even more powerful: just create and `@` the corresponding **SKILL** file in your project, and tools like Codex CLI, TRAE, etc., instantly learn new capabilities ๐คฏ. This modular approach cleverly decouples skills from specific AI tools. [The sharing of this tip - (AI News)](https://x.com/dotey/status/1989146187786494351) reveals the massive potential of "composable AI," making your AI assistant truly omnipotent!
+3. Many people's approach to learning AI is totally backwards; jumping straight into complex tools often leads to half the results for double the effort. The correct way is a three-step, steady climb up your skill tree ๐ณ. First, master chat tools like ChatGPT. Next, build automated workflows with no-code platforms. Finally, learn frameworks like LangChain to assemble an "AI special ops team" capable of autonomously solving complex problems ๐ฆธ. [This AI learning roadmap - (AI News)](https://m.okjike.com/originalPosts/691685c43ea7571a78ad745f) points you towards a path of effortless growth in the AI era.
+4. Gemini APP's Canvas feature is once again showcasing its incredible aesthetic creativity! With just a single promptโ"generate weather cards with Chinese ancient aesthetic"โit conjured a series of dynamic weather cards complete with dazzling special effects ๐จ. This effect not only blows similar products out of the water but also reveals the immense potential of **Gemini 3** in understanding and presenting complex aesthetic concepts โจ. [Click to admire these stunning cards - (AI News)](https://x.com/Gorden_Sun/status/1989013599654932668) and experience the perfect fusion of code and art.
---
-## **AI News Daily Audio Version**
+## **AI Daily News Audio Version**
| ๐๏ธ **Xiaoyuzhou** | ๐น **Douyin** |
| --- | --- |
-| [Lai Sheng's Little Bar](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 f0f4f3f..d4d7495 100644
--- a/content/en/about.md
+++ b/content/en/about.md
@@ -4,22 +4,22 @@ type: about
sidebar:
exclude: true
---
-##### Hey there, I'm Hexi2077 / justlovemaki! ๐
+#### Hexi 2077 / justlovemaki ๐
-My Journey: Ten years of code have made my fingers fly, but a restless energy stirred deep inside. Now, with AI hitting like a lightning bolt, I'm ready to dive in headfirst and make some waves!
+> A decade of coding, fingers often chilled, yet my passion was never truly fulfilled. Then, the AI revolution roared to life, and I vowed to dive headfirst into the fray, ready to chase new heights! ๐
-##### My Code Philosophy ๐ก
+#### My Code Philosophy ๐ก
-Technology: It serves the people, plain and simple.
+> Tech for the people! That's my jam. ๐งโ๐ป
-##### Cool Projects I've Built โจ
+#### Featured Projects โจ
-* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
- * CloudFlare-AI-Image: This AI image generation script is powered by, you guessed it, Cloudflare Workers!
-* **[Open Source Contribution / CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
- * CloudFlare-AI-Insight-Daily: This beast of a content aggregation and generation platform runs on Cloudflare Workers. What's it do? Every single day, it dishes out the latest AI trends just for you! We're talking industry news, hot open-source projects, cutting-edge academic papers, and even the latest buzz from big-shot tech influencers' social media feeds.
-* More projects: Want to see more of what I've cooked up? Head over to my [GitHub](https://github.com/justlovemaki) for all the juicy details!
+* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
+ * This AI image generation script, built on Cloudflare Worker, is pretty cool! ๐จ
+* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
+ * This content aggregation and generation platform, driven by Cloudflare Workers, is a daily treasure trove. It brings you the freshest AI buzz: industry news, trending open-source projects, cutting-edge academic papers, and what tech bigwigs are saying on social media. ๐ฐ
+* My [GitHub](https://github.com/justlovemaki) is where you can find all the juicy details about my projects! ๐
-##### What I'm Diving Into Now ๐ญ
+#### What I'm Exploring Right Now ๐ฑ
-Current explorations: I'm super keen on LLM applications and website SEO right now, totally diving deep into learning and getting hands-on with both!
\ No newline at end of file
+> LLM applications and website SEO? Yep, I'm super passionate about these! Actively diving deep, learning the ropes, and getting hands-on with both. Always up for a new challenge! ๐ค
\ No newline at end of file
diff --git a/content/en/contact.md b/content/en/contact.md
index 467c315..710f4ca 100644
--- a/content/en/contact.md
+++ b/content/en/contact.md
@@ -4,24 +4,24 @@ type: page
sidebar:
exclude: true
---
-# Contact Me
+# Get in Touch!
-Hey there! ๐ I'm super excited to hear from you and always keen to get your thoughts and suggestions. Got burning questions, cool partnership ideas, or need some support? Just hit me up using the methods below!
+Got questions, collaboration ideas, or need some support? Feel free to ping me using the deets below! I'd genuinely love to hear your thoughts and suggestions. ๐
-As for emails, you can bet I'll get back to you ASAP! ๐ I'm committed to quick replies.
+I'll make sure to get back to your emails super quickly, promise!
---
-## **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="Let's connect!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
+ {{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
- * (Closed on weekends and public holidays)
\ No newline at end of file
+ * (Closed on weekends and public hols, time to recharge!)
\ No newline at end of file
diff --git a/content/en/privacy-policy.md b/content/en/privacy-policy.md
index 2a353f8..871a95c 100644
--- a/content/en/privacy-policy.md
+++ b/content/en/privacy-policy.md
@@ -6,171 +6,170 @@ 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 informs you about your privacy rights and how the law protects you.
+This Privacy Policy outlines our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also spills the beans on 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 the collection and use of information in accordance with this Privacy Policy.
+We totally use your personal data to get our Service up and running, and to make it even better. By using our Service, you're essentially saying 'Yep, I agree!' to us collecting and using your info according to this Privacy Policy.
-## Interpretation and Definitions
+## Explanations & Definitions
### Interpretation
-Capitalized words have meanings defined under the following conditions. The following definitions shall have the same meaning regardless of whether they appear in singular or in plural.
+Words capitalized in the following text get their meaning from the definitions provided below. Whether they pop up in singular or plural form, these definitions rock the same meaning.
### Definitions
-For the purposes of this Privacy Policy:
+For the lowdown on this Privacy Policy, here are the definitions:
-- **Account** means a unique account created for You to access our Service or parts of our Service.
+- **Account**: This means a unique account cooked up for you to get into our Service or parts of it. ๐
-- **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**: Think of this as an entity that controls, is controlled by, or is under common control with another party. What's "control" here? It means owning 50% or more of the shares, equity interest, or other securities that give voting rights for directors or other managing bigwigs.
-- **Company** (referred to as either "the Company", "We", "Us" or "Our" in this Agreement) refers to **hubtoday**.
+- **Company**: When we say "the Company," "we," or "our" in this Agreement, we're talking about **hubtoday**. That's us! ๐
-- **Cookies** are small files that are 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**: These are tiny files websites stash on your computer, mobile device, or any other gadget. They're packed with details like your browsing history on that site, serving all sorts of purposes.
-- **Country** refers to: California, United States.
+- **Country**: For us, this means California, USA. ๐บ๐ธ
-- **Device** means any device that can access the Service such as a computer, a cellphone or a digital tablet.
+- **Device**: This is any gadget that can access the Service, like your computer, cell phone, or a digital tablet. ๐ฑ
-- **Personal Data** is any information that relates to an identified or identifiable individual.
+- **Personal Data**: This is any info that relates to an identified or identifiable individual. Basically, stuff about you! ๐
-- **Service** refers to the Website.
+- **Service**: This simply refers to our Website. Easy peasy! ๐
-- **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**: This is any natural or legal person who crunches data on behalf of the Company. We're talking about third-party companies or individuals we've hired to help deliver, perform, or assist with services related to our Service, or even help us analyze how our Service is being used.
-- **Usage Data** refers to data collected automatically, either generated by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
+- **Usage Data**: This refers to data collected automatically, generated either by using the Service or by the Service's infrastructure itself (like how long you chill on a page).
-- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
+- **Website**: This is **hubtoday**, which you can hit up 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**: This means the individual who's checking out or using the Service, or the company or other legal entity they're representing to access or use the Service. Yep, that's you! ๐
-## Collecting and Using Your Personal Data
+## Collecting & Using Your Personal Data
### Types of Data Collected
#### Personal Data
-While using Our Service, We may ask You to provide Us with certain personally identifiable information that can be used to contact or identify You. Personally identifiable information may include, but is not limited to: โ๏ธ
+When you're using our Service, we might ask you for certain personally identifiable information that we can use to contact or recognize you. This personal info could include, but isn't limited to:
-- ๐ง Email address
-- ๐ Usage Data
+- Email address
+- Usage data
#### Usage Data
-Usage Data is collected automatically when using the Service.
+Usage Data gets automatically scooped up when you use the Service. No effort required on your part! ๐ค
-Usage Data may include information such as Your Device's Internet Protocol address (e.g. IP address), browser type, browser version, the pages of our Service that You visit, the time and date of Your visit, the time spent on those pages, unique device identifiers and other diagnostic data.
+Usage Data might include your device's Internet Protocol address (like your IP address), browser type and version, the pages you hit up on our Service, the time and date of your visit, how much time you spent chillin' on those pages, unique device identifiers, and other diagnostic data.
-When You access the Service by or through a mobile device, We may collect certain information automatically, including, but not limited to, the type of mobile device You use, Your mobile device's unique ID, the IP address of Your mobile device, Your mobile operating system, the type of mobile Internet browser You use, unique device identifiers and other diagnostic data.
+When you access the Service via a mobile device, we might automatically gather certain info. This includes, but isn't limited to, the type of mobile device you're rocking, its unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you're using, unique device identifiers, and other diagnostic data.
-We may also collect information that Your browser sends whenever You visit our Service or when You access the Service by or through a mobile device.
+We might also collect info that your browser sends whenever you pop by our Service or when you access it through a mobile device.
-### Tracking Technologies and Cookies
-We use Cookies and similar tracking technologies to track the activity on Our Service and store certain information. The tracking technologies used are beacons, tags, and scripts to collect and track information and to improve and analyze Our Service. The technologies We use may include: ๐ช
+### Tracking Technologies & Cookies
+We use Cookies and other similar tracking tech to keep an eye on activity within our Service and store certain info. The tracking technologies we deploy include beacons, tags, and scripts, all designed to collect and track information, and to beef up and analyze our Service. The tech we use might include:
-- **Cookies or Browser Cookies**: A Cookie is a small file placed on Your Device. You can instruct Your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if You do not accept Cookies, You may not be able to use some parts of our Service. Unless You have adjusted Your browser setting so that it will refuse Cookies, our Service may use Cookies.
-- **Web Beacons**: Certain sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs) that permit the Company, for example, to count users who have visited those pages or opened an email and for other related website statistics (for example, recording the popularity of a certain section and verifying system and server integrity).
+- **Cookies or Browser Cookies**: A Cookie is just a tiny file chillin' on your Device. You can tell your browser to totally refuse all Cookies or to give you a heads-up when one's being sent. But hey, if you don't accept Cookies, you might miss out on some parts of our Service. Unless you've tweaked your browser settings to reject 'em, our Service will likely be using Cookies.
+- **Web Beacons**: Certain bits of our Service and our emails might contain tiny electronic files called Web Beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These little guys let the Company, for example, count users who've visited those pages or opened an email, and for other related website stats (like noting how popular a certain section is and checking system and server integrity).
-Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies remain on Your personal computer or mobile device when You go offline, while Session Cookies are deleted as soon as You close Your web browser.
+Cookies can be either "Persistent" or "Session" Cookies. Persistent Cookies stick around on your personal computer or mobile device even after you've gone offline, while Session Cookies vanish the moment you close your web browser.
-We use both Session and Persistent Cookies for the purposes set out below: ๐
+We totally use both Session and Persistent Cookies for the following reasons:
- **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.
+ - **Managed by**: Us
+ - **Purpose**: These Cookies are absolutely vital for hookin' you up with services available through the Website and letting you use some of its cool features. They help authenticate users and prevent bogus use of user accounts. Without these Cookies, the services you're asking for just won't fly, and we only use 'em to give you those services. ๐
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- - **Administered by**: Us
- - **Purpose**: These Cookies identify if users have accepted the use of cookies on the Website.
+ - **Managed by**: Us
+ - **Purpose**: These Cookies are all about figuring out if users have given the green light to the use of Cookies on the Website.
- **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.
+ - **Managed by**: Us
+ - **Purpose**: These Cookies let us remember the choices you make when you're using the Website, like recalling your login deets or language preferences. The whole point of these Cookies is to give you a more personalized experience, so you don't have to re-enter your preferences every single time you hit up the Website. 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.
+For more deets on the Cookies we use and your options regarding them, just swing by our Cookies Policy or the Cookies section of our Privacy Policy.
-### Use of Your Personal Data
-The Company may use Personal Data for the following purposes: โจ
+### How We Use Your Personal Data
+The Company might use Personal Data for the following purposes:
-- **To provide and maintain our Service** ๐ช, including to monitor the usage of our Service.
-- **To manage Your Account**: To manage Your registration as a user of the Service. The Personal Data You provide can give You access to different functionalities of the Service that are available to You as a registered user.
-- **For the performance of a contract**: The development, compliance and undertaking of the purchase contract for the products, items or services You have purchased or of any other contract with Us through the Service.
-- **To contact You**: To contact You by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products or contracted services, including the security updates, when necessary or reasonable for their implementation.
-- **To provide You with news** ๐ฐ, 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 tabs on how our Service is being used. ๐
+- **To manage Your Account**: This means handling your registration as a user of the Service. The Personal Data you provide lets you get access to all the different features available to you as a registered user.
+- **For the performance of a contract**: This involves cooking up, sticking to, and fulfilling the purchase contract for any products, items, or services you've bought, or any other contract you've got with us through the Service.
+- **To contact You**: We might reach out to you via email, phone calls, SMS, or other equivalent electronic comms (like push notifications from a mobile app). This is to clue you in on updates or informative communications related to features, products, or contracted services, including security updates, whenever it's necessary or makes sense. ๐
+- **To provide You with news**: We'll send you news, special offers, and general info about other goods, services, and events we offer. This stuff will be similar to what you've already bought or asked about, unless you've opted out of getting such info.
+- **To manage Your requests**: This is all about handling and managing any requests you fire our way. ๐ฅ
+- **For business transfers**: We might use your info to evaluate 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 a bankruptcy, liquidation, or similar proceeding, where the Personal Data we hold about our Service users is among the assets being transferred.
+- **For other purposes**: We might use your info for other stuff, like data analysis, spotting usage trends, figuring out how effective our promotional campaigns are, and to assess and jazz up our Service, products, marketing, and your overall experience. โจ
-We may share Your personal information in the following situations: ๐ค
+We might share your personal info in these 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 outside.
-- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent. ๐
+- **With Service Providers**: We might share your Personal Information with Service Providers to keep tabs on and analyze how our Service is being used, and to get in touch with you. ๐ค
+- **For business transfers**: We might share or transfer your Personal Information during or in talks about any merger, sale of Company assets, financing, or acquisition of all or part of our business by another company.
+- **With Affiliates**: We might share your info with our Affiliates. If we do, we'll totally make sure those Affiliates play by the rules of this Privacy Policy. Affiliates include our parent company and any other subsidiaries, joint venture partners, or other companies we control or that are under common control with us.
+- **With Business Partners**: We might share your info with our Business Partners to hook you up with specific products, services, or promotions. โจ
+- **With other users**: When you share Personal Information or interact in public areas with other users, that info might be seen by all users and could even get publicly broadcast outside the Service. So, be mindful! ๐
+- **With your consent**: We might spill your Personal Information for any other purpose if you give us the green light. โ
### Retention of Your Personal Data
-The Company will retain Your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use Your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
+The Company will only hang onto your Personal Data for as long as it's needed for the purposes laid out in this Privacy Policy. We'll keep and use your Personal Data to the extent necessary to follow our legal obligations (like if we gotta keep your data to obey applicable laws), sort out disputes, and enforce our legal agreements and policies.
-The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period of time, except when this data is used to strengthen the security or to improve the functionality of Our Service, or We are legally obligated to retain this data for longer time periods.
+The Company will also hold onto Usage Data for internal analysis purposes. Typically, Usage Data is kept for a shorter spell, unless that data is used to beef up the security or improve the functionality of our Service, or if we're legally obliged to keep that data for a longer stretch.
### 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.
+Your info (that includes Personal Data) gets processed at the Company's operating offices and any other spots where the parties involved in the processing are located. This means this info might get transferred to and stored on computers outside of your state, province, country, or other governmental jurisdiction where data protection laws might be different from your neck of the woods.
-Your consent to this Privacy Policy followed by Your submission of such information represents Your agreement to that transfer.
+By giving your nod to this Privacy Policy and submitting such info, you're totally signing off on that transfer.
-The Company will take all steps reasonably necessary to ensure that Your data is treated securely and in accordance with this Privacy Policy and no transfer of Your Personal Data will take place to an organization or a country unless there are adequate controls in place including the security of Your data and other personal information.
+The Company will take all reasonably necessary steps to make sure your data is treated securely and in line with this Privacy Policy. We won't transfer your Personal Data to any organization or country unless there are adequate controls in place (including the security of Your data and other personal information).
-### Delete Your Personal Data
-You have the right to delete or request that We assist in deleting the Personal Data that We have collected about You. ๐๏ธ
+### Deleting Your Personal Data
+You've got the right to delete your Personal Data, or ask us to give you a hand deleting the Personal Data we've scooped up about you.
-Our Service may provide You with the ability to delete certain information about You from within the Service.
+Our Service might let you zap certain info about yourself right from within the Service itself. Pow! ๐ฅ
-You can update, amend, or delete Your information at any time by signing into Your Account, if You have one, and visiting the account settings section that allows You to manage Your personal information. You may also contact Us to request access to, correct, or delete any Personal Information that You have provided to Us.
+You can always log into your account (if you've got one) and hit up the account settings section that lets you manage your personal info to update, change, or wipe your info. You can also totally get in touch with us to ask for access, correction, or deletion of any Personal Information you've handed over to us.
-Please note, however, that We may need to retain certain information when We have a legal obligation or lawful basis to do so.
+But do remember, we might need to hang onto certain info when we've got a legal obligation or a legitimate basis for it.
### Disclosure of Your Personal Data
#### Business Transactions
-If the Company is involved in a merger, acquisition or asset sale, Your Personal Data may be transferred. We will provide notice before Your Personal Data is transferred and becomes subject to a different Privacy Policy.
+If the Company gets involved in a merger, acquisition, or asset sale, your Personal Data might get shuffled around. We'll give you a heads-up before your Personal Data is transferred and becomes subject to a different Privacy Policy.
-#### Law enforcement
-Under certain circumstances, the Company may be required to disclose Your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g. a court or a government agency).
+#### Law Enforcement
+In certain situations, the Company might have to spill your Personal Data if the law says so or in response to valid requests by public authorities (like a court or government agency).
#### Other Legal Requirements
-The Company may disclose Your Personal Data in the good faith belief that such action is necessary to: ๐
-- Comply with a legal obligation
-- Protect and defend the rights or property of the Company
-- Prevent or investigate possible wrongdoing in connection with the Service
-- Protect the personal safety of Users of the Service or the public
-- Protect against legal liability
+The Company might spill your Personal Data if we genuinely believe such action is necessary to:
+- Play by the legal rules
+- Protect and defend the Company's rights or property
+- Prevent or investigate possible wrongdoing related to the Service
+- Shield the personal safety of Service users or the public
+- 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. ๐
+The security of your Personal Data is a big deal to us, but keep in mind that no method of transmission over the Internet or electronic storage is ever 100% foolproof. While we totally bust our chops to use commercially acceptable ways to shield your Personal Data, we just can't guarantee its absolute security. It's a tricky world out there! ๐
## 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. ๐ถ๐ซ
+Our Service isn't aimed at anyone under the age of 13. We don't knowingly scoop up personally identifiable info from anyone under 13. If you're a parent or guardian and you're aware your kiddo has handed over Personal Data to us, please hit us up. If we find out we've collected Personal Data from anyone under 13 without verifying parental consent, we'll totally take steps to delete that info from our servers. Kids' privacy is serious business! ๐ถ
-If We need to rely on consent as a legal basis for processing Your information and Your country requires consent from a parent, We may require Your parent's consent before We collect and use that information.
+If we need to rely on consent as the legal basis for processing your info, and your country requires parental consent, we might ask for your parent's consent before we collect and use that info.
## 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. ๐
+Our Service might contain links to other websites that aren't run by us. If you click on a third-party link, you'll get redirected to that third-party's site. We seriously recommend you check out the Privacy Policy of every single site you visit. Better safe than sorry! ๐
-We have no control over and assume no responsibility for the content, privacy policies or practices of any third party sites or services.
+We have zero control over, and assume no responsibility for, the content, privacy policies, or practices of any third-party sites or services. Just sayin'! ๐คทโโ๏ธ
-## 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. ๐
+## Changes to This Privacy Policy
+We might update our Privacy Policy every now and then. We'll totally let you know about any changes by posting the new Privacy Policy right here on this page.
-We will let You know via email and/or a prominent notice on Our Service, prior to the change becoming effective and update the "Last updated" date at the top of this Privacy Policy.
+Before changes become effective, we'll give you a heads-up via email and/or a super noticeable notice on our Service, and we'll jazz up 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.
+You're totally advised to review this Privacy Policy regularly for any changes. Changes to this Privacy Policy are effective when they're posted right here on this page.
## Contact Us
-If You have any questions about this Privacy Policy, You can contact us: ๐
-
+If you've got any questions about this Privacy Policy, you can totally hit us up:
- 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 8ff5b09..b07f69e 100644
--- a/content/en/terms-of-service.md
+++ b/content/en/terms-of-service.md
@@ -10,53 +10,44 @@ sidebar:
---
-Hey there! ๐ Welcome to **ai.hubtoday** (which we'll call "the Site" or "we" from here on out). Before you dive in and start using our awesome services, please do us a solid and carefully read these Terms of Service. By just accessing or using our Site, you're essentially giving us a virtual high-five that you agree to and accept these terms. Cool? Cool.
+Hey there! ๐ Welcome to **ai.hubtoday** (which we'll call the "Site" or "we" from now on). Before you dive into using our services, please take a moment to read these Terms of Service. By accessing or using the Site, you're giving us a nod of agreement to these terms.
-## 1. Introduction to Services
+## 1. About Our Services
+The Site offers users awesome paid subscription content and member services. This includes, but isn't limited to, blog posts, exclusive resources, e-books, and community interaction. Just a heads-up: some content is only accessible to our awesome subscribers.
-**Our Services**: The Site offers users paid subscription content and membership services. This includes, but isn't limited to, blog posts, exclusive resources, e-books, and community interactions. Heads up: some content is only for subscribers.
-
-## 2. User Registration and Accounts
-
-- **Users**: To register an account, you'll need a valid email address and a password.
-- **Your Account**: You're responsible for its security and all activities. **Seriously, no** transferring or sharing your account!
-- **The Site**: We've got the right to **suspend or terminate** your account if you breach these terms. Just sayin'.
+## 2. User Registration & Accounts
+* Users need to provide a valid email address and set a password to register for an account.
+* Users are responsible for the security of their account and all activities that happen under it. Seriously, **no transferring or sharing** your account!
+* The Site has the right to **suspend or terminate** a user's account if they breach these terms. Just sayin'.
## 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 (like Stripe, PayPal). FYI, we don't store your payment info here.
+* Subscriptions will **automatically renew** unless you cancel before the end of your current billing cycle. Don't forget! ๐
+* Our **14-day refund policy** states that first-time subscribers can request a full refund within 14 days of purchase if they're not happy with the service. Just shoot us an email at the contact address provided at the end of these terms and tell us why. Each user gets one shot at this refund. After 14 days, or for non-first-time subscribers, payments are **non-refundable** unless legally required. No exceptions! ๐ซ
-- **Subscription Services**: These are billed on a monthly/annual basis. You'll see the exact fees clearly laid out on the checkout page.
-- **Payments**: All payments go through third-party platforms (think Stripe, PayPal ๐). We definitely **don't** store your payment info.
-- **Subscriptions**: They'll **auto-renew** unless you cancel 'em before your current billing cycle wraps up.
-- **14-Day Refund Policy**: For first-time subscribers, if you're not stoked with the service within 14 days of purchase, you can snag a full refund. Just hit us up at the contact email provided at the end of these terms and tell us why. Each user gets *one shot* at this refund. After 14 days, or for any subsequent subscriptions, payments are **non-refundable**, unless the law absolutely says otherwise.
-
-## 4. Content Use and Intellectual Property
-
-- **Original Content**: All the awesome original content? That's **copyrighted by hubtoday**. So, no copying, reposting, or using it for commercial purposes without our say-so.
-- **Users**: You only get a **non-exclusive, non-transferable right to access** our stuff, strictly for personal learning and reading.
-- **Commercial Use/Bulk Citation**: Wanna use something commercially or cite a bunch? Hit up the Site to get authorization.
+## 4. Content Usage & Intellectual Property
+* All original content is **copyrighted by the Site (hubtoday)**. Please don't copy, reproduce, or use it for commercial purposes without authorization. That's a big no-no! ๐
โโ๏ธ
+* Users only get a **non-exclusive, non-transferable right to access** our content for personal study and reading. Keep it personal, folks!
+* For commercial use or extensive quotation, please contact the Site to get authorization. Let's chat first! ๐ค
## 5. User Conduct Guidelines
+* It's strictly **forbidden** to upload, post, or spread any content that is illegal, harassing, false, offensive, or infringes on others' rights. Play nice, people! ๐
+* It's also **forbidden** to mass download, crawl, or crack member content using technical means. Seriously, don't even try. ๐ต๏ธโโ๏ธ
+* The Site has the right to remove inappropriate content and **ban violating users**. We're not messing around!
-- **Prohibited Content**: It's a big fat **NO** to uploading, posting, or spreading anything illegal, harassing, false, offensive, or content that infringes on others' rights.
-- **Prohibited Technical Actions**: **Absolutely no** bulk downloading, scraping, or trying to crack member content using technical wizardry.
-- **The Site**: We've got the right to yank inappropriate content and even **ban users** who break the rules.
-
-## 6. Service Changes and Interruptions
-
-- **The Site**: We totally reserve the right to tweak, suspend, or even axe some or all of our services anytime, without a heads-up.
-- **The Site**: If content becomes temporarily unavailable due to force majeure, server glitches, or third-party service interruptions, we're **not on the hook for any compensation**. Bummer, we know.
+## 6. Service Changes & Interruptions
+* We reserve the right to change, suspend, or terminate some or all services at any time, without prior notice. Just a heads-up!
+* The Site **will not be liable for compensation** if content is temporarily inaccessible due to force majeure, server failures, or third-party service interruptions. Sometimes things just happen, ya know? ๐คทโโ๏ธ
## 7. Disclaimer
-
-- **Information from the Site**: What we provide is purely for reference. It **doesn't count** as professional advice (like financial, legal, or medical stuff), so don't treat it as such!
-- **The Site**: We're **not responsible for anything** โ seriously, any direct or indirect losses โ that users might incur from using our content or services.
+* The information provided by the Site is for reference only and **does not constitute** any professional advice (e.g., financial, legal, medical, etc.). We're not pros in those fields! ๐ค
+* The Site **will not be responsible** for any direct or indirect losses incurred by users due to their use of the Site's content or services. Use at your own risk! ๐
## 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.
+* For any disputes arising from or related to these terms, both parties should first try to resolve them through friendly negotiation. If that doesn't work out, you agree to submit to the jurisdiction of the courts in Santa Clara County, California. Let's keep it civil, folks! โ๏ธ
-- **These Terms of Service**: They're governed by and interpreted under the laws of California, USA ๐บ๐ธ, without factoring in any conflict of law principles.
-- **Disputes**: Any disagreements stemming from or related to these terms? Let's try to hash them out friendly-style first. If that doesn't work, you agree to take it to the courts with jurisdiction in Santa Clara County, California.
-
-## 9. Contact Information
-
-- **Questions**: Got any burning questions about these terms? Holler at us via:
-- ๐ง **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
\ No newline at end of file
+## 9. Contact Us
+* Got questions about these terms? No worries! Feel free to reach out to us via:
+* ๐ง **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
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