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+---
+linkTitle: 10-09-Daily
+title: 10-09-Daily AI News Daily
+weight: 23
+breadcrumbs: false
+comments: true
+description: Google's no-code AI building tool, Opal, is officially expanding globally,
+ opening its doors to users in 15 new countries and enabling anyone to create AI
+ ap.
+---
+## AI News Daily 2025/10/9
+
+> AI News | Daily Briefing | Web-Wide Data Aggregation | Cutting-Edge Science Exploration | Industry Voices | Open Source Innovation | AI & Human Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
+
+### **Today's Summary**
+
+```
+Google has rolled out its no-code AI tool Opal and new Gemini features with actionable interfaces, lowering the bar for AI application development.
+Xiaohongshu has open-sourced FireRedChat for full-duplex voice interaction, while Grok can now generate dynamic videos from a single photo.
+New research unveils that AI hallucinations stem from internal mechanism flaws, pointing the way toward building more reliable artificial intelligence.
+Meanwhile, top researchers are switching jobs due to value clashes, and anti-AI sentiment is growing stronger across society.
+The open-source community is seeing a surge of browser automation projects, tackling web automation challenges and integrating personal data.
+```
+
+### Product & Feature Updates
+
+1. Google's no-code AI building tool, **Opal**, is officially expanding globally, opening its doors to users in 15 new countries and enabling anyone to create AI applications using natural language. 🔥 Its core appeal lies in transforming your ideas into reality within minutes. Now, it's supercharged with a robust **visual debugging system** and parallel execution capabilities—performance is absolutely maxed out 🚀! This move is seen as a significant step for Google in the AI democratization wave, challenging OpenAI by positioning Opal as an accessible "AI app generator" for everyone. You can dive into the details on the [Google Official Blog (AI News)](https://opal.withgoogle.com/).
+
+2. Google has just released the API preview of **Gemini 2.5 Computer Use**, aiming to give AI agents a pair of "digital hands" to directly operate user interfaces. This new feature, powered by **Gemini 2.5 Pro**'s strong vision and reasoning capabilities, allows agents to complete web and mobile control tasks with lower latency and higher precision. This isn't just a simple upgrade; it's a huge leap towards truly autonomous agents. Click to see the [Official Developer Announcement (AI News)](https://x.com/googleaidevs/status/1975649435960127832) and learn how AI is getting "hands-on" with tasks. 🚀
+
+3. Xiaohongshu's FireRed team has open-sourced the **FireRedChat** framework, allowing AI and users to have **full-duplex** natural voice interaction, finally saying goodbye to awkward turn-taking! 🔥 This means you can interrupt the AI anytime, just like chatting with a real person. At its core is a modular "traffic commander" that precisely handles turn-taking, significantly boosting conversation fluidity. This open-source project achieves near industrial-grade performance and is a crucial step towards a future of natural conversations with AI. Check out [View this Project (AI News)](https://x.com/shao__meng/status/1975740120029593697) to learn more. 🚀
+
+4. Grok's video generation capability is becoming exceptionally powerful: now, you can upload just one photo, without any prompts, and instantly generate a dynamic video. In an [Amazing Demo (AI News)](https://x.com/imxiaohu/status/1975927534807294287), the model not only brought the image to life but also handled lighting and shadow tracking flawlessly. This "photo-to-video magic" signals another huge leap for generative AI in video creation, making high-quality content creation incredibly accessible. 🔥
+
+### Cutting-Edge Research
+
+1. A new paper proposed the **Distributional Semantic Tracking (DST)** framework, which acts like a CT scan for a model's "brain," pinpointing the root cause of hallucinations and explaining why large language models confidently spew nonsense. 🤔 The research reveals an internal "point of no return" layer within models where, once logic deviates, it's irreversible. This often happens because lazy "System 1" thinking hijacks the rigorous "System 2" path. This [Groundbreaking Research (AI News)](https://arxiv.org/abs/2510.06107) shows that hallucinations aren't random errors but predictable internal mechanism flaws, charting a clearer course for building more reliable AI. 💡
+
+2. Imagine creating an interactive, tangible 3D world from just a video—that's the magic brought by the **HoloScene** framework. It goes beyond generating static models, building a **complete interactive scene graph** that includes geometry, appearance, physical properties, and object relationships, making the virtual world feel like reality. This [Impressive Achievement (AI News)](https://xiahongchi.github.io/HoloScene) is set to revolutionize VR, gaming, and robotics, making the creation of rich digital twin worlds easier than ever before. 🚀
+
+### Industry Outlook & Social Impact
+
+1. A major personnel change has shaken the AI community, with top researcher Yao Shunyu announcing his departure from Anthropic to join Google DeepMind, openly stating that the move was due to "**fundamental value disagreements**" with his former employer. 🤔 In his personal essay, he revealed that Anthropic's unfriendly attitude towards Chinese researchers was 40% of the reason for his departure. He also admitted that he shifted from physics to AI because he was drawn to the AI field's chaotic yet rapidly developing state, much like thermodynamics in the 17th century. This transfer isn't just a personal choice; it also reflects the impact of geopolitics on global AI talent flow. [Click for Event Details (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247830456&idx=1&sn=0cc17705be81a8d2566072ad603d3c3a).
+
+2. Uncle Sam is betting big on AI, seeing it as the ultimate "panacea" for all threats facing the US economy. 🤔 Whether it's to boost productivity or tackle global competition, **AI is widely regarded as the magic wand** that can turn the tide and fix all economic woes. This high-stakes gamble reflects a profound trend: the increasingly tight link between national strategy and technological hegemony, as highlighted in this [Popular Hacker News Post (AI News)](https://readhacker.news/s/6D7Nk). 💡
+
+3. As AI technology permeates society, an "anti-AI" wave is escalating, with public resistance growing increasingly strong. 🤔 A picture that went viral on Reddit vividly captures this anxiety, reflecting people's unease about AI's uncontrolled expansion in areas like creativity and employment. This [Trending Topic on Reddit (AI News)](https://www.reddit.com/r/artificial/comments/1o19yhp/antiai_backlash_getting_intense/) reminds us that while technology sprints ahead, a profound socio-ethical debate has already begun.
+
+### Top Open Source Projects
+
+1. Have you ever dreamed of your browser handling tedious tasks for you? Now, the **Stagehand** AI browser automation framework will make your dreams come true! ✨ It's dedicated to solving the challenge of web automation, enabling you to use AI to create smart scripts that browse, click, and extract data just like a human. With over ⭐17.4k stars, [This AI Automation Framework (AI News)](https://github.com/browserbase/stagehand) has undoubtedly become the go-to tool for orchestrating complex web tasks. 🚀
+
+2. If you're tired of closed AI services like Perplexity, then the **SurfSense** open-source project is definitely your jam! It aims to be an open-source alternative to NotebookLM, with its biggest highlight being the ability to connect to your own data sources like **Slack, Jira, and YouTube**, providing truly personalized smart Q&A. ⭐8.4k stars and an active community prove that an AI assistant deeply integrated with personal data is the future. Why not [Click to View this Project (AI News)](https://github.com/MODSetter/SurfSense)? 🔥
+
+3. Say goodbye to the hassle of jumping between multiple streaming services—the **Stremio-web** project aims to consolidate all your video content into one elegant interface. It offers an ultimate solution for binge-watchers and movie buffs, aggregating films, TV shows, and web channels from various platforms so you can stop searching and start watching instantly. With ⭐4.8k stars on GitHub, [This Open Source Streaming Hub (AI News)](https://github.com/Stremio/stremio-web) perfectly meets the strong demand for a unified, convenient viewing experience. 🔥
+
+### Social Media Shares
+
+1. OpenAI's high-profile **Agent Builder** has been sharply criticized as "ecosystem lock-in disguised as democratization." A power user pointed out that the tool not only forces binding to GPT models but also falls short of existing competitors like n8n in terms of flexibility and ease of use, making the "no-code" claim a joke. The most incisive take is that the biggest business opportunity isn't the tool itself, but the massive consulting market that emerges when users discover the chasm between demo and production deployment. Come check out [This Deep Analysis (AI News)](https://x.com/dotey/status/1975627459078070484)! 🤔
+
+2. Want to make your AI stronger? A simple yet effective method is to build a smart feedback loop: first, let the AI learn quality information within a domain and summarize a **methodology**, then use this methodology as context to guide the AI in solving specific problems. ✨ This "turn the tables" strategy can train a general AI into a domain-specific expert and even automate complex tasks like evaluation and filtering. As [This Blogger's Practical Experience (AI News)](https://x.com/Yangyixxxx/status/1975853374202675414) shares, this process can eventually solidify into reusable agents, productizing your expertise. 🚀
+
+3. Server deployment, once a task requiring extensive documentation, can now be easily handled with a few conversational exchanges with the AI terminal **Warp**. A developer shared his experience, detailing how the AI assistant significantly reduced work time, turning hours of tedious tasks like installing Nginx and applying for SSL certificates into just a few minutes of casual chat. Of course, while convenient, it's crucial to be wary of security risks and avoid leaking critical information during conversations. Click to read [This Developer's Insights (AI News)](https://x.com/hongming731/status/1975924656621367566). 🤔
+
+4. Is simply cramming a ton of documents into AI good context engineering? A blogger questions this, arguing that the approach of tools like **spec-kit** isn't advisable. 🤔 He believes that for small projects, it's overkill, and for large projects, it lacks clarity. Outdated documents can even mislead AI. Truly efficient context management is about precisely guiding AI to the "just right" information, rather than letting it drown in a sea of data. [Click to View this Excellent Point of View (AI News)](https://x.com/dotey/status/1975715488371003599). 💡
+
+5. Are you also fed up with those "obviously AI-generated" captions on social media? A user sharply points out that such content is excessively structured, like "**digital eight-legged essays**" (a term for rigid, formulaic writing), and offers very little information. 🤔 This phenomenon perfectly illustrates a point: large language models' ability to learn **formats** far surpasses their ability to learn knowledge, which is also the root cause of their hallucinations—using format to fill knowledge gaps. As [This User's Profound Insight (AI News)](https://m.okjike.com/originalPosts/68e64a925edbca981d31dcb0) highlights, what ultimately determines content value is quality, not the creator's identity (whether human or AI). 💡
+
+6. In the age of AI, designers' path forward might be to embrace tools like **Framer**. One perspective suggests that while AI can quickly generate design drafts, it struggles with intricate details. Therefore, a more efficient workflow involves completing detailed designs in Framer and then **directly converting its HTML/CSS code to React**. This idea points designers toward a new approach: rather than painstakingly describing pixels with language, it's better to use AI-friendly tools to bridge the gap between design and code. [View this Interesting Thought (AI News)](https://x.com/Yangyixxxx/status/1975839033692725525). 💡
+
+---
+
+## **AI News Daily Voice Version**
+
+| 🎙️ **Xiaoyuzhou** | 📹 **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 166c47e..b297a16 100644
--- a/content/en/_index.md
+++ b/content/en/_index.md
@@ -2,65 +2,84 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
-next: /en/2025-10/2025-10-07
+next: /en/2025-10/2025-10-08
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
-## AI News Daily 2025/10/8
+## AI Daily News 2025/10/9
-> `AI Insight` | `Daily Briefing` | `All-Net Data Aggregation` | `Frontier Science Exploration` | `Industry Voice` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
+> `AI News` | `Daily Read` | `Aggregated Web Data` | `Frontier Science Exploration` | `Industry Voice` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/main/docs/images/wechat.png)
-### **Today's Summary**
+### **Today's Digest**
```
-OpenAI DevDay unveils Apps SDK, allowing apps to be directly embedded in conversations, building a new application ecosystem.
-AgentKit toolset also launched, aiming for rapid construction and scaled deployment of reliable agents.
-New Codex can independently execute complex engineering tasks; new models like GPT-5 Pro and Sora 2 also debuted.
-Frontier research presents more accurate wind power forecasting models and develops immersive language learning adventure games.
-Industry trends point towards simplified application entry and engineering, with AI safety and responsible use also gaining significant attention.
+Google is rolling out its no-code AI tool, Opal, and new Gemini features with actionable interfaces, making AI more accessible.
+Xiaohongshu has open-sourced FireRedChat for full-duplex voice interaction, while Grok can now generate dynamic videos from a single photo.
+New research reveals that AI hallucinations stem from internal mechanism flaws, pointing the way toward more reliable AI.
+Meanwhile, a top researcher has jumped ship due to value disagreements, and anti-AI sentiment is growing stronger in society.
+The open-source community is buzzing with projects like browser automation, aiming to tackle web automation challenges and integrate personal data.
```
-### Product and Feature Updates
+### Product & Feature Updates
-1. OpenAI DevDay 2025 dropped a bombshell 🚀, officially announcing AI's shift from "toy" to "application factory" era. **Apps SDK**, the core of this conference, allows developers to embed apps with interactive UIs directly into ChatGPT conversations. Users can invoke and use third-party services with a single phrase, completely changing application distribution and interaction logic. These updates are seen as the [Prototype of a Natural Language OS (AI Insight)](https://openai.com/devday/), marking the formation of a brand new application ecosystem. ✨
+1. **Google's no-code AI building tool, Opal**, is now officially going global, opening its doors to users in 15 new countries. Anyone can now create AI applications using natural language! ✨ Its core magic lies in transforming your ideas into reality in just minutes, and now it boasts a powerful **visual debugging system** and parallel execution capabilities, pushing performance to the max. This move is seen as Google's significant step against OpenAI in the democratization of AI, aiming to make Opal the go-to "AI application generator" for everyone. Check out [Google's official blog (AI News)](https://opal.withgoogle.com/) for more details.
+
-2. OpenAI launched **AgentKit** to prevent agents from just being 'PPT deities.' This 'assembly line family pack' for agent development provides visual workflow orchestration, automated evaluation and optimization, and enterprise-grade connectors. Developers can use **AgentKit** to quickly build, test, and deploy reliable agents like building blocks, making 'production-ready, bug-free' agents the industry default, not just a flashy trick by a few. 🔥 [Click to Learn About AgentKit (AI Insight)](https://www.xiaohu.ai/c/xiaohu-ai/openai-devday-2025-ai-ai)!
+2. **Google has just released the API preview for Gemini 2.5 Computer Use**, designed to give AI agents "digital hands" to directly operate user interfaces. 🤖 This new feature leverages the powerful visual and reasoning capabilities of **Gemini 2.5 Pro**, allowing agents to complete web and mobile control tasks with lower latency and higher accuracy. This isn't just a simple upgrade; it's a huge leap towards truly autonomous agents. Click to see [the official developer announcement (AI News)](https://x.com/googleaidevs/status/1975649435960127832) to learn how AI can now "get its hands dirty." 🚀
+
-3. **Codex**, now officially GA, has evolved into an 'AI engineering teammate' that can work independently, no longer just a code completion tool. 🤔 The new version of **Codex**, equipped with the dedicated **GPT5-CODEX** model, can collaborate across multiple platforms—IDE, terminal, and cloud. It can autonomously study protocols, refactor code, and even execute complex tasks for extended periods. This heralds a redefinition of software engineering productivity, with human engineers increasingly acting as 'project managers.' 🤯 [Explore Codex's Powerful Capabilities (AI Insight)](https://openai.com/devday/).
+3. Say goodbye to awkward turn-taking! **Xiaohongshu's FireRed team has open-sourced the FireRedChat framework**, enabling **full-duplex** natural voice interaction between AI and users. 🔥 This means you can interrupt the AI just like you would a human, thanks to its modular "traffic commander" that precisely manages turn-taking, greatly enhancing dialogue fluidity. This open-source project delivers near industrial-grade performance and is a significant step towards a future of natural conversations with AI. [Check out this project (AI News)](https://x.com/shao__meng/status/1975740120029593697) to learn more. 🚀
+
-4. The model family has also received a comprehensive upgrade. **GPT-5 Pro** is officially available via API, specializing in complex scenarios like finance and law that require deep reasoning. 🧠 The highly anticipated **Sora 2** achieves audio-visual isomorphism and powerful controllability, transforming static images into vivid video clips. 🎥 Additionally, **GPT-Realtime-Mini**, by reducing costs by 70%, declares voice interaction as the future mainstream. 🎙️ This wave of model updates provides [Powerful Momentum for Latest Application Scenarios (AI Insight)](https://www.xiaohu.ai/c/xiaohu-ai/openai-devday-2025-ai-ai).
+4. **Grok's video generation capabilities** are getting insanely powerful. Now, you can upload just one photo, no prompts needed, and instantly generate a dynamic video. 🤯 In a [stunning demo (AI News)](https://x.com/imxiaohu/status/1975927534807294287), the model not only brought the image to life but even handled the light and shadow tracking flawlessly. This "one-click photo-to-video" magic signals another massive leap for generative AI in video creation, making high-quality content production more accessible than ever. ✨
+
-### Frontier Research
+### Cutting-Edge Research
-1. The long-standing problem of inaccurate wind power forecasting might have a new solution! 🌬️ A [Newly Published Academic Paper (AI Insight)](https://arxiv.org/abs/2510.03419) proposes **MT-NDP**, a multi-task neural diffusion process model. **MT-NDP** can simultaneously learn the operating patterns of multiple wind turbines, and its prediction accuracy and calibration far surpass traditional methods. This research not only makes the power grid more stable but also provides a brand new approach for handling complex industrial data. 💡
+1. **A new paper explores why large language models confidently spew nonsense**, introducing the **Distributional Semantic Tracking (DST)** framework. It's like giving the model's "brain" a CT scan to pinpoint the roots of hallucination. 🤔 Researchers found an "irreversible point" layer within models where logic goes astray, often due to a lazy "System 1" thinking hijacking the rigorous "System 2" path. This [groundbreaking research (AI News)](https://arxiv.org/abs/2510.06107) reveals that hallucinations aren't random errors but predictable internal mechanism flaws, guiding us toward building more reliable AI. 💡
-2. Still rote learning foreign languages? How about an AI-driven text adventure game! 🎮 A [Paper on GenQuest (AI News Daily)](https://arxiv.org/abs/2510.04498) introduces **GenQuest**, a large language model-based text adventure game. **GenQuest** dynamically generates 'choose your own adventure' style stories based on the learner's language proficiency. The game also includes a vocabulary assistant, allowing players to easily improve their foreign language skills in an immersive story experience, truly achieving edutainment. ✨
+2. Imagine creating an interactive, tactile, full 3D world from just a video — that's the magic brought by the **HoloScene framework**. ✨ It's no longer content with generating static models; instead, it builds a **complete interactive scene graph** including geometry, appearance, physics properties, and object relationships, making virtual worlds feel like reality. This [impressive achievement (AI News)](https://xiahongchi.github.io/HoloScene) is set to revolutionize VR, gaming, and robotics, making the creation of rich digital twin worlds easier than ever before. 🚀
-### Industry Outlook and Social Impact
+### Industry Outlook & Social Impact
-1. OpenAI DevDay 2025 points to three major trends in the AI industry: application entry being replaced by 'a single phrase' 💬, the decisive factor in agent development lying in 'engineering discipline' 🛠️, and software engineering output being redefined. The real moat isn't just model parameters anymore; it's standardized interfaces, quantifiable evaluation data, and robust automated processes. For all practitioners, [Grasping These Trends (AI Insight)](https://www.xiaohu.ai/c/xiaohu-ai/openai-devday-2025-ai-ai) is like securing your ticket to the future! 🚀
+1. **A major personnel change is shaking up the AI world**: top researcher Yao Shunyu announced his departure from Anthropic to join Google DeepMind, stating "fundamental value disagreements" with his former employer. 💥 In his personal essay, he revealed that Anthropic's unfriendly attitude towards Chinese researchers was 40% of his reason for leaving. He also confessed that his shift from physics to AI was driven by the chaotic yet rapidly developing state of the AI field, much like 17th-century thermodynamics. This move isn't just a personal choice; it highlights how geopolitics impacts global AI talent flow. [Click for event details (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247830456&idx=1&sn=0cc17705be81a8d2566072ad603d3c3a).
-2. In today's era of rapidly developing AI capabilities, preventing technology misuse is paramount. 🔒 OpenAI's [Latest Security Report (AI Insight)](https://openai.com/global-affairs/disrupting-malicious-uses-of-ai-october-2025) highlights their active efforts to detect and dismantle malicious activities using AI. This report not only showcases OpenAI's sense of responsibility as an industry leader but also sets a benchmark for safety and ethics across the entire industry. 🏆
+2. **Uncle Sam is betting big on artificial intelligence**, seeing it as the ultimate "silver bullet" for solving various threats facing the U.S. economy. 💰 Whether to boost productivity or compete globally, AI is widely regarded as a magic wand capable of turning things around and fixing all economic woes. This high-stakes gamble reflects a deep trend: the growing link between national strategy and technological hegemony, as revealed in this [popular Hacker News post (AI News)](https://readhacker.news/s/6D7Nk). 💡
+
-### Top Open Source Projects
+3. **The "anti-AI" wave is growing stronger** as AI technology permeates society, with public resistance becoming increasingly intense. 😠 A widely shared image on Reddit vividly captures this anxiety, reflecting people's discomfort with AI's uncontrolled expansion in creative, employment, and other fields. This [popular Reddit topic (AI News)](https://www.reddit.com/r/artificial/comments/1o19yhp/antiai_backlash_getting_intense/) reminds us that while technology sprints forward, a profound societal and ethical debate has already begun.
+
-1. Want AI agents to operate your computer for you? The **cua** project is an open-source infrastructure tailor-made for you. 🤩 Having already garnered [⭐9.9k Stars on GitHub (AI News Daily)](https://github.com/trycua/cua), **cua** provides a secure sandbox environment, an SDK, and benchmarks. This allows developers to train and evaluate AI agents that can fully control desktops (macOS, Linux, Windows). This project virtually paves the way for building the ultimate desktop assistant! 🚀
+### Top Open-Source Projects
-2. **OpenEMR**, the most popular open-source electronic health record and medical practice management solution, continues to gain community favor. With its [GitHub Stars Reached ⭐3.9k (View AI Insight)](https://github.com/openemr/openemr), **OpenEMR** provides a powerful and freely customizable management system for medical institutions worldwide. It stands as an excellent example of technological inclusivity in healthcare. For clinics with limited budgets yet seeking efficient management, this is undoubtedly a godsend! 🙏
+1. Have you ever dreamed of your browser handling all those tedious tasks for you? Well, **Stagehand, this AI browser automation framework**, is here to make your dreams come true! 🤩 It's dedicated to solving the challenge of web automation, allowing you to create smart AI scripts that browse, click, and extract data just like a human. With over ⭐17.4k stars, [this AI automation framework (AI News)](https://github.com/browserbase/stagehand) has undoubtedly become the go-to tool for orchestrating complex web tasks. 🚀
-3. Every developer deserves a cool domain name, and the **register** project makes this wish within reach! ✨ This interesting project, which has [Accumulated ⭐8.3k Stars on GitHub (View Now - AI Insight)](https://github.com/is-a-dev/register), allows you to get your own free `.is-a.dev` subdomain. In just a few simple steps, **register** can help you showcase your developer identity. Go give your personal project or blog a new home! 🏠
+2. If you're fed up with closed AI services like Perplexity, then **SurfSense, this open-source project**, is definitely your cup of tea! 🍵 It aims to be an open-source alternative to NotebookLM, with its biggest highlight being the ability to connect to your own data sources like **Slack, Jira, and YouTube**, providing truly personalized smart Q&A. ⭐8.4k stars and an active community prove that an AI assistant deeply integrated with personal data is the future. Why not [click to view this project (AI News)](https://github.com/MODSetter/SurfSense)? 🔥
-### Social Media Buzz
+3. Say goodbye to the hassle of jumping between multiple streaming services! The **Stremio-web project** is dedicated to consolidating all your video content into one elegant interface. 🍿 It offers the ultimate solution for binge-watchers and movie lovers, aggregating films, TV shows, and web channels from different platforms, so you can stop searching and start watching immediately. With ⭐4.8k stars on GitHub, [this open-source streaming hub (AI News)](https://github.com/Stremio/stremio-web) perfectly meets the strong demand for a unified, convenient viewing experience. ✨
-1. How to use AI more efficiently? A blogger proposed the 'First Principles of Using AI,' adopting a 'top-down' strategy. ⬆️ This approach, which has [Sparked Heated Discussion on Social Media (AI News Express)](https://x.com/JamesGoong/status/1975397777418166489), suggests you should only tell AI your **current situation** and **ultimate goal**. Let AI handle the breakdown and planning, rather than figuring out intermediate steps yourself and asking questions one by one. This shift in mindset can help you avoid deviating from the path and get straight to the essence of the problem. 🤔
+### Social Media Shares
+
+1. **OpenAI's high-profile Agent Builder** has been sharply criticized as "ecosystem lock-in disguised as democratization." 🔒 A power user pointed out that the tool not only forces binding to GPT models but also offers less flexibility and ease of use than existing competitors like n8n, making its "no-code" claim a joke. The most insightful take is that the biggest business opportunity isn't the tool itself, but the massive consulting market it will spawn once users discover the chasm between demo and production deployment. Come check out [this in-depth analysis (AI News)](https://x.com/dotey/status/1975627459078070484). 🤔
+
+2. Want to supercharge your AI? **A simple and effective method is to build a smart feedback loop:** first, let the AI learn high-quality domain information and summarize its **methodology**. Then, use this methodology as context to guide the AI in solving specific problems. 🧠 This "fight fire with fire" strategy can train a general AI into a domain expert, even automating complex tasks like evaluation and filtering. As [this blogger's practical experience (AI News)](https://x.com/Yangyixxxx/status/1975853374202675414) shares, this process can ultimately solidify into reusable agents, productizing your expertise. 🚀
+
+3. Server deployment tasks that once required digging through tons of documentation can now be easily solved with a few chats with the AI terminal **Warp**. 💬 A developer shared their experience: from installing Nginx to requesting SSL certificates, the AI assistant drastically cut down work time, turning hours of drudgery into minutes of casual conversation. Of course, convenience comes with security risks, so avoid leaking crucial information in conversations. Click to see [this developer's insights (AI News)](https://x.com/hongming731/status/1975924656621367566). 🤔
+
+
+4. Is stuffing massive documents into AI the secret to good context engineering? **A blogger challenges this idea**, arguing that approaches like **spec-kit** might not be advisable. 🤨 They believe it's overkill for small projects and too vague for large ones, with outdated documents potentially misleading the AI. Truly efficient context management means precisely guiding the AI to find "just right" information, rather than letting it drown in a sea of data. [Click to view this excellent viewpoint (AI News)](https://x.com/dotey/status/1975715488371003599). 💡
+
+5. Are you also tired of "one-glance AI" copywriting on social media? **A user incisively points out that this content is overly structured**, like "digital eight-legged essays," and extremely low on information. 🧐 This phenomenon perfectly confirms an idea: large language models are far better at learning **formats** than learning knowledge, which is also the root cause of their hallucinations—using formats to fill knowledge gaps. As [this user's profound insight (AI News)](https://m.okjike.com/originalPosts/68e64a925edbca981d31dcb0) highlights, the quality, not the creator's identity (human or AI), ultimately determines content value. 💡
+
+6. In the AI era, **designers' path forward might involve embracing tools like Framer**. 🎨 Some argue that while AI can quickly generate design drafts, it struggles with intricate details. Therefore, a more efficient workflow is to complete fine designs in Framer, then directly **convert its HTML/CSS code into React**. This idea points designers to a new path: instead of painstakingly describing pixels with language, use AI-friendly tools to bridge the gap between design and code. [Check out this interesting thought (AI News)](https://x.com/Yangyixxxx/status/1975839033692725525). 💡
---
-## **AI News Daily Voice Edition**
+## **AI Daily News Voice Edition**
-| **Xiaoyuzhou** | **Douyin** |
+| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
-| [Laisheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
+| [Laisheng Xiaojiuguan](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 22f7d91..69e7628 100644
--- a/content/en/about.md
+++ b/content/en/about.md
@@ -4,25 +4,22 @@ type: about
sidebar:
exclude: true
---
-#### He Xi 2077 / justlovemaki
+#### 何夕2077 / justlovemaki
-> Ten years of code, my fingers chilly,
-> A restless heart, a spirit willing.
-> Then AI's thunder roars so grand,
-> A fierce new battle, I'll take a stand!
+🔥 A decade of coding, fingers cool, some lingering frustrations. But suddenly, the AI storm hit! Now, I'm ready to battle it out in the digital sky.
-#### My Code Philosophy 💡
+#### 💡 My Code Philosophy
-> Tech for the people, that's my vibe!
+> Technology serves the people.
-#### My Masterpieces ✨
+#### 🚀 Featured Works
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
- * This project is an AI image generation script, powered by Cloudflare Workers.
+ * CloudFlare-AI-Image: This is an AI image generation script built on Cloudflare Worker.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
- * Cloudflare AI Insight Daily is a content aggregation and generation platform, fueled by Cloudflare Workers. It dishes out daily AI updates, including industry news, hot open-source projects, cutting-edge academic papers, and the latest buzz from tech big shots on social media.
-* For even more project details, go ahead and check out my [GitHub](https://github.com/justlovemaki).
+ * CloudFlare-AI-Insight-Daily: This platform, powered by Cloudflare Workers, aggregates and generates content. It daily curates the latest AI buzz for you, covering industry news, hot open-source projects, cutting-edge academic papers, and insights from top tech influencers.
+* More project details on my [GitHub](https://github.com/justlovemaki).
-#### My Current Adventures 🌱
+#### 🌱 What I'm Exploring
-> LLM applications and website SEO? Yep, they've totally captured my interest right now! I'm actively diving deep into learning and hands-on practice.
\ No newline at end of file
+LLM applications and website SEO: I'm super passionate about these and actively diving deep into learning and practical implementation.
\ No newline at end of file
diff --git a/content/en/blog/2025-10-09-19ai-coding.md b/content/en/blog/2025-10-09-19ai-coding.md
new file mode 100644
index 0000000..db198c6
--- /dev/null
+++ b/content/en/blog/2025-10-09-19ai-coding.md
@@ -0,0 +1,114 @@
+---
+title: 10-09-Daily AI News Daily
+slug: k7m3p9zax8v6c1n2b4q5
+description: '1. Context Isolation: Each AI window focuses on just one thing, so it
+ doesn''t get "mentally confused" by an overly long context.'
+summary: 本文是作者19天内使用AI作为“结对编程”伙伴，从零开发出PromptHub项目的硬核复盘。报告摒弃了“一句话开发”的幻想，提出将AI当“高级脚手架”进行架构选型以消除启动摩擦力，并采用“原子任务”开发法，将AI拆分为不同领域专家并行推进。同时，文章也坦诚记录了在数据库选型、复杂Bug调试、Chrome插件开发中AI的局限性，强调了开发者在决策与底层原理上的核心价值，最终总结出人机协同的未来是开发者转向系统设计与决策。
+date: 2025-10-08 06:06:00
+draft: false
+tags:
+- AI Coding
+thumbnail: /images/640.png
+linkTitle: 10-09-Daily
+---
+## 19 Days to Launch a Website, Plugin, and Desktop App Suite: An Unconventional AI Coding Practice Report
+
+So, remember my **AI Coding invitation**? Well, after all these days, the project’s finally live, and my head’s clear! Forget the sentimentality and the personal journey for today. Let’s get hardcore and talk frankly about how I used AI as my 'pair programming' buddy to turn the **PromptHub** project from just an idea into a stack of runnable code in just 19 days. ✨
+
+This report? Yeah, it’s probably not what you’re expecting from those **'Vibe Coding'** videos. There’s zero magic here—just pure engineering, tough trade-offs, and a whole lot of 'aha!' moments after tripping over every single pitfall imaginable. 🚧
+
+## **Architecture Selection: AI as the "Scaffolding," Me as the "Decision-Maker"**
+
+**PromptHub**? From the jump, I hit it with a pretty wild goal: build for Web, Chrome extension, and Electron desktop—all at the same damn time! Backend? Next.js API Routes. Database? SQLite to start, but ready to swap to a production setup whenever. 🚀
+
+This tech stack, honestly, used to be a nightmare for me. Back in the day, just getting `package.json` balanced and `tsconfig.json` squared away for all those different environments? That alone would've sent me spiraling. 🫠
+
+My approach? Simple: I treat AI like a **super-advanced scaffolding generator**. I’m not asking it 'what tech should I use?' Nah, I’m just giving it direct orders: 👇
+
+“I need a Next.js project, using TypeScript. Integrate Drizzle ORM, with SQLite for the database. Add JWT authentication, implement Google and GitHub OAuth login. Then set up the Stripe billing framework and leave me the interfaces ready.”
+
+On September 17th, AI spent roughly an afternoon on a basic multi-language template project and, *voilà*, it spat out a fully functional backend framework for me! This wasn’t just a few code snippets; this was **architecture made real**. It crushed all the super tedious, repetitive 'glue code,' letting me dive headfirst into the core business logic. 🤯
+
+**My first takeaway? Easy: In a project's early days, AI's ultimate superpower is just wiping out all that 'startup friction.'**
+
+
+
+## **Development Methodology: Ditch "Vibe Coding," Embrace "Atomic Tasks"**
+
+Those 'Vibe Coding' (one-liner development) videos you see online? Honestly, just watch 'em for kicks, 'cause anyone who buys into that is seriously naive. 🤪 Real, enterprise-level project development? That’s all about rigorous engineering. The pattern I’ve stumbled upon—I like to call it **'Atomic Tasks' or 'Building Blocks'**—is the real deal.
+
+When I’m cooking up a new feature, I break the whole process down to its absolute bare bones. Then, I pop open a bunch of AI chat windows and get them all chugging along in parallel, like so: 👇
+
+* • **Window A (Database Expert)**: “Based on my requirements, design the `prompts` table structure and write it out using Drizzle ORM syntax.”
+
+* • **Window B (Backend Expert)**: “Here’s the table structure. Write me the corresponding CRUD APIs, implement them using Next.js API Routes, and ensure proper permission checks.”
+
+* • **Window C (Frontend Expert)**: “Here are the API interfaces. Using React and Tailwind, write me a management page component that can call these interfaces.”
+
+So, the perks of this pattern are pretty sweet: 👇
+
+1. 1. **Context Isolation**: Each AI window focuses on just one thing, so it doesn't get "mentally confused" by an overly long context.
+
+2. 2. **Single Responsibility**: Code decoupling is super clean, meaning AI rarely spits out spaghetti code that mixes frontend and backend.
+
+3. 3. **Parallel Efficiency**: While I’m waiting for the backend APIs to be written, I can already start brainstorming frontend components.
+
+**My second big takeaway? Don't even *think* about treating AI like some all-knowing, all-powerful deity. Instead, view it as a small, specialized team made up of multiple 'domain experts.'** 🧠
+
+
+
+## **Hardcore Pitfalls: Moments Even AI Couldn't Save My Butt**
+
+AI Coding? It’s no silver bullet, trust me. 🚫 In certain areas, especially when it comes to low-level stuff or configurations, AI somehow manages to mess up even worse than I do. Seriously.
+
+### **1. Database Selection: Turso vs. Supabase**
+
+Initially, just for kicks, I gave the distributed **Turso** database a shot. Sounds cool, right? But man, the data synchronization delay was beyond ridiculous—a user would create a prompt, and it just wouldn't show up even after refreshing a gazillion times. 😵💫 I even tried slapping on the `consistency=strong` parameter, but it did absolutely nothing. Zero.
+
+So, I straight-up ditched it and swapped back to PostgreSQL-based **Supabase**. 🔄 That kind of call? AI can’t make it for you. You gotta deeply understand a database's **consistency model** to grasp why Turso’s async vibe fundamentally clashed with my whole business scenario.
+
+
+
+### **2. Next.js's `useEffect` Infinite Loop**
+
+This? Oh man, this is a classic problem. 🤦♂️ On the management page, the API was getting hammered in an infinite loop. I tossed the code to Qwen3, and it futzed with it for ages, but nope, still no fix.
+
+Ultimately, I had to get my hands dirty and fix it myself. I dug into the `useEffect` dependencies and realized there were just too many dynamic states mixed in, creating a nasty chain reaction. So, I manually refactored it, keeping only the absolute core `user?.personalSpaceId` as a dependency. Boom! Problem solved. ✅
+
+After that, I made sure to feed the **correct solution** right back to the AI, telling it: 'Hey, next time you hit a snag like this, *this* is how you fix it.' Essentially, I was **reverse-training the AI**, schooling it on my best practices. 🧑🏫
+
+
+
+### **3. Chrome Extension's Permission Black Hole**
+
+When it came to extension development, AI was basically a total noob. `content.js` flat-out refused to load, `localStorage` data just wouldn’t communicate… every single answer AI spit out for these issues? Dead wrong. 😤
+
+Ultimately, I just had to humble myself, crack open the Chrome developer docs, and actually figure out the difference between `host_permissions` and `scripting` permissions. Only then did I finally squash that bug. 🤓
+
+**My third crucial takeaway? AI’s a whiz at 'implementation,' no doubt, but it seriously struggles with 'decision-making' and 'debugging.' Especially when you’re deep in the weeds with underlying principles, platform quirks, or performance bottlenecks—the final call and the real debugging? That’s still all you, buddy. 🛠️**
+
+## **My Model "Toolbox"**
+
+Me? I never blindly put all my faith in just one model. My game plan is dynamic switching: use the right tool for the right job, every single time. 🧰
+
+* • **Architecture Design & Complex Bug Fixing**: **Gemini 2.5 Flash** is my go-to. It’s free, and it works wonders for tricky issues like Next.js hydration errors.
+
+* • **UI/UX Code Implementation**: **Claude 4.1** is the undisputed champion here. Its CSS aesthetics and code implementation skills are top-notch, though it is the priciest, so I only bust it out for critical pages.
+
+* • **Daily CRUD and Component Development**: **Qwen3 Coder Plus** offers the best bang for your buck, a true workhorse that never complains about the grind.
+
+* • **Data Processing and Script Generation**: When reverse-engineering Google AI Studio’s API for data migration, I used **Kilo** paired with Gemini. It analyzed JSON structures and automatically whipped up Python scripts with insane efficiency.
+
+
+
+* * *
+
+So, all in all, these 19 days of development? Less 'AI programming,' more like 'extreme human-machine collaborative programming.' Think of AI as that blazing-fast intern cranking out code, and me? I’m the architect, constantly steering the ship, making the big calls, and always ready to jump in and save the day when things go sideways. 🚀👨💻
+
+Under this model, a developer’s core value totally shifts. It’s less about 'writing code' and more about **'asking the right questions,' 'making smart decisions,' and 'crushing system design.'**
+
+This, folks, might just be what our future as developers is all about. Wild, right? 🤔
+
+**Here's the website link, feel free to give it a try:** [**https://prompt.hubtoday.app/**](https://prompt.hubtoday.app/)
+
+Oh, and you can also hit me up on WeChat to join the discussion group: justlikemaki
\ No newline at end of file
diff --git a/content/en/blog/_index.md b/content/en/blog/_index.md
new file mode 100644
index 0000000..5c1e239
--- /dev/null
+++ b/content/en/blog/_index.md
@@ -0,0 +1,16 @@
+---
+title: 我的博客
+type: blog
+cascade:
+ type: blog
+sidebar:
+ exclude: true
+---
+
+
+
+{{< hextra/hero-badge link="index.xml" >}}
+ RSS 订阅
+ {{< icon name="rss" attributes="height=14" >}}
+{{< /hextra/hero-badge >}}
+
\ No newline at end of file
diff --git a/content/en/contact.md b/content/en/contact.md
index 505ab78..8a44105 100644
--- a/content/en/contact.md
+++ b/content/en/contact.md
@@ -4,15 +4,13 @@ type: page
sidebar:
exclude: true
---
-# Contact Me
+# Contact Me 👋
-Hey there! I'd genuinely love to hear from you. Got a burning question, a cool collaboration idea, or need some support? Just hit me up using the methods below.
-
-I'll make sure to get back to your emails super fast! 🚀
+Your input is incredibly valuable to me! I'd love to hear your thoughts and suggestions. Whether you have questions, partnership ideas, or need support, please don't hesitate to reach out. I promise to get back to your emails as quickly as possible.
---
-## **Contact Methods**
+## **How to Reach Me ✉️**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
@@ -24,4 +22,4 @@ I'll make sure to get back to your emails super fast! 🚀
* **Office Hours:**
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
- * (Weekends and public holidays? Nah, that's my chill time! 😉)
\ No newline at end of file
+ * (Closed on weekends and public holidays)
\ No newline at end of file
diff --git a/content/en/privacy-policy.md b/content/en/privacy-policy.md
index 032b4b1..e53601d 100644
--- a/content/en/privacy-policy.md
+++ b/content/en/privacy-policy.md
@@ -6,185 +6,189 @@ sidebar:
---
# Privacy Policy
-*Last updated: June 1, 2025*
+*Last Updated: June 1, 2025*
---
-This Privacy Policy describes our policies and procedures concerning the collection, use, and disclosure of your information when you use the Service. It also informs you about your privacy rights and how the law protects you.
+This Privacy Policy is all about how we handle your info. It details our policies and procedures for collecting, using, and spilling the beans on your data when you use our Service. Plus, it'll clue you in 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 use your personal data to power and polish our Service. By hopping onto the Service, you're essentially giving us the green light to collect and use your info according to this Privacy Policy. Easy peasy, right?
## Interpretation and Definitions
### Interpretation
-Capitalized words have meanings defined under the following conditions. The following definitions will have the same meaning whether they appear in singular or in plural.
+
+Words we've capitalized have specific meanings, which we'll spell out below. And hey, whether they're singular or plural, these definitions stay the same. No tricks here!
### Definitions
+
For the purposes of this Privacy Policy:
-- **Account** means a unique account created for you to access our Service or parts of our Service.
+- **Account** means a unique account we cook up for you to hop into our Service or certain 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 the election of directors or other managing authority.
+- **Affiliate** means an entity that's either calling the shots, being called the shots by, or sharing the shots with another party. "Control" here means owning 50% or more of the shares, equity, or other voting goodies that get to pick directors or other big wigs.
-- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
+- **Company** (yep, that's "the Company," "We," "Us," or "Our" in this whole agreement) refers to **hubtoday**.
-- **Cookies** are small files placed on your computer, mobile device, or any other device by a website, containing details of your browsing history on that website among its many uses.
+- **Cookies** are those tiny files websites stash on your computer, phone, or whatever device you're using. They're packed with details like your browsing history on that site, and they do a bunch of other stuff too.
-- **Country** refers to: California, United States.
+- **Country** means: California, USA. 🇺🇸
-- **Device** means any device that can access the Service such as a computer, a cellphone, or a digital tablet.
+- **Device** means anything you can use to tap into our Service, like your computer, phone, or even a digital tablet.
-- **Personal Data** is any information that relates to an identified or identifiable individual.
+- **Personal Data** is any info that hooks up to someone who's identified or identifiable. Think of it as data with a face (or a potential face!).
-- **Service** refers to the Website.
+- **Service** means, you guessed it, our 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 person or company that crunches data for the Company. We're talking about those third-party folks or businesses we hire to help run the Service, deliver it for us, handle Service-related tasks, or even help us figure out how people are actually using it.
-- **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** refers to the data that's automatically scooped up. This info is either generated just by you using the Service or from the Service's own infrastructure (like, how long you hung out on a certain page).
-- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
+- **Website** refers to **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, well, you! The individual using or checking out our Service. Or, if you're rocking it on behalf of a company or other legal entity, then that's "You" too.
## Collecting and Using Your Personal Data
-### Types of Data Collected
+### Types of Data We Collect
#### Personal Data
-When using 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:
-- Email address
-- Usage Data
+When you're hanging out on our Service, we might ask you for some personal info that helps us get in touch or figure out who you are. This 'personally identifiable information' could include, but isn't just limited to:
+
+- Email address
+- Usage Data
#### Usage Data
-Usage Data is collected automatically when using the Service.
-Usage Data may include 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? That stuff gets automatically scooped up whenever you're using the Service.
-When you access the Service via a mobile device, we may automatically collect certain information. This information includes, but is not limited to, the type of mobile device you use, your mobile Device unique ID, your mobile Device's IP address, your mobile operating system, the type of mobile Internet browser you use, unique Device identifiers, and other diagnostic data.
+Usage Data can include things like your device's IP address (that's its Internet Protocol address, just so you know 😉), your browser type and version, which pages of our Service you check out, when you visited and for how long, unique identifiers for your device, and other techy diagnostic info.
-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.
+Hitting up the Service on your phone or tablet? We might automatically grab some info, like the type of mobile device you're using, its special ID, your mobile IP address, your phone's operating system, the mobile browser you're rocking, unique device identifiers, and other diagnostic bits. It's all about making sure things run smoothly!
+
+We might also snag some info your browser sends our way whenever you visit our Service, whether you're on a desktop or going mobile.
### Tracking Technologies and Cookies
-We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies utilized include beacons, tags, and scripts, which help collect and track information, and improve and analyze our Service. The technologies we use may 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 might not be able to use some parts of our Service. Unless you have adjusted your browser setting to refuse Cookies, our Service may use Cookies.
+We're big fans of Cookies and other tracking tech to keep tabs on what's happening on our Service and store some info. Think of it as using beacons, tags, and scripts to gather data, track stuff, and generally make our Service better and sharper. Here's a peek at what we use:
-- **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 files permit the Company, for example, to count users who have visited those pages or opened an email, and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
+- **Cookies or Browser Cookies**: A Cookie is just a tiny file that lands on your device. You can totally tell your browser to reject all Cookies or to give you a heads-up when one's trying to come through. But heads up: if you block Cookies, some parts of our Service might not work for you. Unless you've already tweaked your browser settings to give Cookies the cold shoulder, chances are our Service will be using them.
+- **Web Beacons**: Some parts of our Service and even our emails might have these tiny electronic files called web beacons (you might also hear them called clear gifs, pixel tags, or single-pixel gifs). They help us, for example, count how many users have checked out certain pages or opened an email. They're also handy for other website stats, like seeing how popular a section is or double-checking that our systems are running smoothly.
-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.
+So, Cookies can be either 'Persistent' or 'Session' types. Persistent Cookies stick around on your computer or phone even after you've logged off, but Session Cookies? Poof! They vanish the moment you close your web browser.
-We use both Session and Persistent Cookies for the purposes set out below:
+We use both Session and Persistent Cookies, and here's why:
-- **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.
+- **Necessary / Essential Cookies**
+ - **Type**: Session Cookies
+ - **Administered by**: Us
+ - **Purpose**: These Cookies are super important for making sure you can actually use the services available on our Website and tap into all its cool features. They're like bouncers, helping us confirm who you are and stopping any sneaky, fraudulent use of accounts. Seriously, without these, we can't give you the services you asked for, and that's the *only* reason we use them.
-- **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.
+- **Cookies Policy / Notice Acceptance Cookies**
+ - **Type**: Persistent Cookies
+ - **Administered by**: Us
+ - **Purpose**: These Cookies simply let us know if you've given us the thumbs up on using cookies on our 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.
+- **Functionality Cookies**
+ - **Type**: Persistent Cookies
+ - **Administered by**: Us
+ - **Purpose**: These Cookies are pretty neat because they help us remember your choices when you're cruising around the Website, like your login info or what language you prefer. Basically, they're here to give you a smoother, more personalized experience so you don't have to keep punching in your preferences every single time. Smart, right? 🧠
-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.
+Wanna know more about the Cookies we use and your options? Just swing by our Cookies Policy or the Cookies section in this very Privacy Policy.
+
+### How We Use Your Personal Data
-### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
-- **To provide and maintain our Service**, including monitoring the usage of our Service.
+- **To provide and maintain our Service**, which includes keeping an eye on how it's being used.
+- **To manage Your Account**: We use it to handle your registration as a Service user. That Personal Data you share? It's what lets you unlock all the cool features available to registered users.
+- **For the performance of a contract**: This means handling the nitty-gritty of purchase contracts for stuff you've bought, or any other agreement you've made with us through the Service. We're talking development, compliance, and fulfilling those commitments!
+- **To contact You**: We might reach out via email, phone calls, SMS, or other digital chats (like push notifications from our mobile app). This is usually about updates or important info related to features, products, or services you've signed up for – including security updates! We only do this when it's necessary or makes sense.
+- **To provide You with news**, sweet special offers, and general info about other awesome stuff, services, and events we're offering. This is usually similar to what you've already bought or shown interest in, unless you've told us to pump the brakes on these kinds of updates.
+- **To manage Your requests**: This is all about handling and sorting out any requests you send our way. We got you! 👍
+- **For business transfers**: If things get wild and we're looking at a merger, selling off parts of the business, or some other major corporate shake-up (like bankruptcy or liquidation), we might use your info to help evaluate or pull off that deal. In such cases, your Personal Data about our Service users could be one of the assets changing hands.
+- **For other purposes**: Yep, we might also use your info for other cool stuff, like deep-diving into data analytics, spotting usage trends, figuring out if our promos are actually hitting the mark, and generally sprucing up our Service, products, marketing, and your overall experience. It's all about making things better! ✨
-- **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.
+So, when might we actually share your personal info? Here are the scenarios:
-- **For the performance of a contract**: the development, compliance, and undertaking of the purchase contract for the products, items, or services you have purchased or of any other contract with Us through the Service.
-
-- **To contact You**: To contact you by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products, or contracted services, including security updates, when necessary or reasonable for their implementation.
-
-- **To provide You with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or inquired about unless you have opted not to receive such information.
-
-- **To manage your requests**: To attend and manage your requests to Us.
-
-- **For business transfers**: We may use your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
-
-- **For other purposes**: We may use your information for other purposes such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns, and to evaluate and improve our Service, products, marketing, and your experience.
-
-We may share your personal information in the following situations:
-
-- **With Service Providers**: We may share your personal information with Service Providers to monitor and analyze the use of our Service and to contact you.
-
-- **For business transfers**: We may share or transfer your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of our business by 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 hand over your personal info to our Service Providers. They help us keep an eye on Service usage and might even get in touch with you on our behalf.
+- **For business transfers**: If we're ever in talks for a merger, selling off company assets, getting financing, or another company is looking to buy us out (partially or fully), we might share or transfer your personal info during those discussions or the actual deal.
+- **With Affiliates**: We might share your info with our affiliates. When we do, we'll make sure they promise to play by the rules of this Privacy Policy. Affiliates? Think our parent company, sister companies, joint venture buddies, or any other companies under our wing or sharing the same control.
+- **With business partners**: We could share your info with our business partners to hook you up with specific products, services, or even some cool promotions. Who doesn't love a good deal? 😉
+- **With other users**: If you're sharing personal info or just chatting it up in public areas with other users, just know that info could be seen by everyone and even broadcast publicly outside the Service. So, share wisely! 🤫
+- **With Your consent**: And hey, if you give us the nod, we might spill your personal info for any other reason you agree to. Your call! 🤝
### Retention of Your Personal Data
-The Company will retain your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
-The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period 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 periods.
+The Company? We'll only hang onto your Personal Data for as long as we absolutely need it for the purposes laid out in this Privacy Policy. We'll also keep and use your data to meet our legal duties (like if the law says we have to), sort out any disagreements, and make sure our legal agreements and policies are followed. Pretty standard stuff, right?
+
+The Company also holds onto Usage Data for our own internal analysis. This kind of data usually doesn't stick around for long, *unless* it's helping us beef up security or boost the Service's features, or if we're legally required to keep it 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 and maintained on computers located outside of your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of your jurisdiction.
-Your consent to this Privacy Policy, followed by your submission of such information, represents your agreement to that transfer.
+Your info (yeah, that includes your Personal Data!) gets processed at our Company's main offices and wherever the folks involved in the processing are hanging out. This basically means your data might zip across borders and land on computers outside your state, province, or country. Data protection laws can be a bit different in those places compared to where you are, just so you know! 🌍
-The Company will take all steps reasonably necessary to ensure that your data is treated securely and in accordance with this Privacy Policy. No transfer of your Personal Data will take place to an organization or a country unless adequate controls are in place, including the security of your data and other personal information.
+By giving a 'yes' to this Privacy Policy and then handing over your info, you're essentially saying 'okay' to that transfer. Got it? 👍
-### 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.
+The Company is committed to taking every reasonable step to make sure your data is handled securely and according to this Privacy Policy. We're not going to ship your Personal Data off to just any organization or country unless we're darn sure there are solid controls in place, including top-notch security for your data and other personal info. Your safety is our priority! 🔒
-Our Service may give you the ability to delete certain information about you from within the Service.
+### Deleting Your Personal Data
-You can update, modify, or delete your information at any time by logging into your Account, if you have one, and visiting the account settings section that allows you to manage your personal information. You may also contact us to request access to, correct, or delete any personal information that you have provided to us.
+Good news! You've got the power to delete your Personal Data that we've collected, or you can just ask us to lend a hand in getting rid of it for you. Your data, your rules!
-Please note, however, that we may need to retain certain information when we have a legal obligation or lawful basis to do so.
+Our Service might even let you delete some of your info right there from inside the platform. Pretty convenient, huh?
+
+You can totally update, tweak, or zap your info anytime! Just log into your Account (if you've got one) and head over to the account settings where you can manage your personal data. Or, if you prefer, just ping us, and we can help you access, correct, or delete any personal info you've given us.
+
+Just a quick heads-up though: we might need to hang onto some info if we have a legal obligation or a valid reason to do so. Some things just have to stay!
### Disclosure of Your Personal Data
#### Business Transactions
-If the Company is involved in a merger, acquisition, or asset sale, your Personal Data may be transferred. We will provide notice before your Personal Data is transferred and becomes subject to a different Privacy Policy.
-#### Law Enforcement
-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).
+If the Company ever gets tangled up in a merger, acquisition, or selling off assets, your Personal Data might get transferred too. Don't worry, we'll give you a heads-up before your data moves and falls under a different Privacy Policy. Transparency is key! 🔑
+
+#### Law enforcement
+
+Sometimes, if the law demands it, or if public authorities (like a court or government agency) send us a valid request, the Company might have to cough up your Personal Data. It's not our first choice, but sometimes we have to comply! 🚔
#### 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
+The Company might also decide to disclose your Personal Data if we genuinely believe it's absolutely 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
### Security of Your Personal Data
-The security of your Personal Data is important to Us. However, remember that no method of transmission over the Internet or method of electronic storage is 100% secure. While we strive to use commercially acceptable means to protect your Personal Data, we cannot guarantee its absolute security.
+
+Look, keeping your Personal Data safe is a big deal to us. BUT, let's be real: no method of sending stuff over the internet or storing it electronically is ever 100% hack-proof. While we bust our butts to use top-tier, commercially acceptable ways to protect your data, we just can't give a rock-solid guarantee of absolute security. It's the internet, folks! 🤷♀️
## Children's Privacy
-Our Service does not address anyone under the age of 13. We do not knowingly collect personally identifiable information from anyone under the age of 13. If you are a parent or guardian and you are aware that your child has provided Us with Personal Data, please contact Us. If we become aware that we have collected Personal Data from anyone under the age of 13 without verification of parental consent, we will take steps to remove that information from Our servers.
-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.
+Just so we're clear: our Service isn't for anyone under 13. We absolutely do not 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 somehow slipped us their Personal Data, please, please reach out! If we ever realize we've accidentally collected data from someone under 13 without a parent's OK, we'll act fast to scrub that info from our servers. Kids' privacy is serious business! 👶🛑
+
+Also, if we need to get your 'okay' as a legal green light to process your info, and your country actually requires a parent's consent, then we might just ask your folks for their permission before we gather and use that data. Better safe than sorry! 🧑🤝🧑
## 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.
-We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
+Our Service might have links that take you to other websites – ones we don't actually run. If you click on a third-party link, you'll be whisked away to *their* site. We seriously recommend you take a peek at the Privacy Policy of every single website you visit. Stay savvy! 👀
+
+Just a heads up: we don't have any say over, and we don't take any responsibility for, the content, privacy policies, or practices of *any* third-party sites or services out there. They're on their own!
## 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.
-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.
+We might give our Privacy Policy a facelift now and then. If we make any changes, we'll let you know by simply posting the updated Privacy Policy right here on this page.
-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.
+Before any changes go live, we'll give you a heads-up via email and/or a noticeable announcement on our Service. Plus, we'll update that 'Last updated' date right at the top of this Privacy Policy. You'll always be in the loop! 🔔
+
+We recommend you check out this Privacy Policy regularly to catch any changes. Just remember, once a change is posted on this page, it's officially in effect. No going back!
## Contact Us
-If you have any questions about this Privacy Policy, you can contact us:
-- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
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+Got questions about this Privacy Policy? Don't hesitate! You can get in touch with us here:
+
+- 📧 **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 7a28c1f..e1e31d7 100644
--- a/content/en/terms-of-service.md
+++ b/content/en/terms-of-service.md
@@ -10,44 +10,44 @@ sidebar:
---
-Hey there! Welcome to **ai.hubtoday** (which we'll call "the Site" or "we" from here on out). Before you dive into using our services, please take a moment to read these Terms of Service. By visiting or using the Site, you're agreeing to them – plain and simple! 😉
+Welcome to **ai.hubtoday** (referred to here as "the Site" or "we")! Before you start using our services, please take a good look at these Terms of Service. By simply accessing or using our Site, you're agreeing to be bound by these terms.
-## 1. Services Overview
-So, what's the deal here? **The Site** offers awesome paid subscription content and membership services to users. This includes cool stuff like blog posts, exclusive resources, e-books, and even community interactions. Just a heads-up: some of these goodies are only for our subscribed members!
+## 1. Service Introduction
+**Our services** offer users a sweet deal of paid subscription content and membership perks, like blog posts, exclusive resources, e-books, and cool community interactions. Just a heads-up, some content is only for our awesome subscribers!
-## 2. User Registration & Accounts
-* To get started, **you'll need to create an account**. Just provide a valid email address and set a password.
-* Once you have an account, **you're totally responsible** for its security and all the activity happening on it. Seriously, **no** transferring or sharing your account – it's just for you!
-* If you ever go against these terms, **we have the right to hit pause or even end** your account. Let's keep things smooth, okay?
+## 2. User Registration & Account
+- To get started, **users** need to provide a valid email address and set up a password for their account.
+- Heads up: **users** are fully responsible for keeping their account secure and for all activity under it. Absolutely **no transferring or sharing** your account—that's a big no-no.
+- Fair warning: **we** can **suspend or terminate** a user's account if they don't play by these rules.
## 3. Paid Subscription Services
-* **Our subscription services** are billed monthly or annually, and you'll see all the deets on the checkout page.
-* When it comes to payments, **all transactions are handled** via awesome third-party platforms like Stripe or PayPal. FYI, we don't store any of your payment info ourselves.
-* Heads up: **your subscription will automatically renew**. So if you want to bail, make sure to cancel before your current billing cycle ends.
-* **Our 14-Day Refund Policy is pretty cool**: If you're a first-time subscriber and not totally stoked with our service, you can snag a full refund within 14 days of your purchase. Just hit us up at the contact email at the end of these terms and tell us why you're bouncing. This is a one-time deal per user, by the way. After 14 days, or if it's not your first rodeo, all payments are **non-refundable**, unless the law absolutely says otherwise.
+- Our **subscription services** are billed monthly or annually, and you'll always see the exact fees clearly laid out on the checkout page.
+- Good news: **all payments** go through trusted third-party platforms like Stripe and PayPal. This means **we** never store your payment info, keeping things super secure.
+- Your **subscription** will **automatically renew**! If you don't want that to happen, just make sure to cancel before your current billing cycle wraps up.
+- Check out **our cool 14-day refund policy**: If you're a first-time subscriber and not totally stoked with our service within 14 days of buying, you can grab a full refund. Just shoot us an email (you'll find it at the bottom of these terms) and tell us why you're bouncing. Heads up: this is a one-time deal per user. After 14 days, or if you're not a first-timer, all sales are final—**no refunds** after payment, unless the law says otherwise.
## 4. Content Use & Intellectual Property
-* Listen up: **all the original content here is copyrighted by us (hubtoday)**. That means no copying, reprinting, or using it for commercial purposes without our permission. Capiche?
-* As a user, **you're getting a non-exclusive, non-transferable access right** – strictly for your personal learning and reading enjoyment.
-* If you're thinking big and want to use our stuff for commercial reasons or quote a bunch, **you'll need to reach out to us** for authorization.
+- Just so we're clear: **all original content** here is **copyrighted by us (hubtoday)**. That means you can't go copying, re-posting, or using it for commercial stuff without our say-so.
+- **Users** get a **non-exclusive, non-transferable right** to access our content—it's just for your personal learning and reading, no funny business!
+- **Need it for commercial use or want to quote a bunch**? Just hit us up for authorization.
## 5. User Conduct Guidelines
-* Let's keep things chill. **You absolutely cannot upload, post, or spread** any content that's illegal, harassing, false, offensive, or violates anyone else's rights. No funny business, alright?
-* Also, **don't even think about** using tech tricks to bulk download, scrape, or crack our member content. That's a big no-no.
-* If things get out of line, **we've got the power to remove** inappropriate content and **ban rule-breaking users**. Play nice! 🚨
+- Seriously, **users are absolutely forbidden from** uploading, posting, or sharing anything that's illegal, harassing, false, offensive, or steps on other people's rights.
+- Also, **don't even think about** bulk downloading, scraping, or trying to hack into member content using tech tricks. That's a definite no-go.
+- If you mess up, **we** get to remove inappropriate content and **kick out (ban) users** who break the rules. No second chances!
## 6. Service Changes & Interruptions
-* Just so you know, **we reserve the right to change, pause, or even yank** any part or all of our services whenever we want, without telling you beforehand. It's just how the tech world rolls sometimes.
-* And hey, if something totally beyond our control happens – like an act of God, server crashes, or a third-party service outage – and you can't access content temporarily, **the Site won't be on the hook for any compensation**. Bummer, we know, but that's the deal.
+- Heads up! **We** can totally change, pause, or even stop parts or all of our services whenever we need to, without giving you a prior heads-up.
+- If things go sideways—like, due to acts of nature, server meltdowns, or third-party service hiccups that make content temporarily unreachable—**we're not on the hook for any compensation**. Just sayin'.
## 7. Disclaimer
-* Quick heads-up: **the info you find on this Site is purely for reference**. It's **not** meant to be any kind of professional advice (think financial, legal, medical, etc.). Always check with a pro!
-* Also, **the Site is not responsible** for any direct or indirect losses you might rack up from using our content or services. Just sayin'.
+- Quick note: **the info we dish out** on this site is purely for your reference. It's definitely **not** professional advice—so don't take it as financial, legal, or medical guidance, okay?
+- And speaking of disclaimers: **we're not responsible** for any losses, big or small, that you might suffer from using our content or services. Use at your own risk!
## 8. Governing Law
-* So, about the nitty-gritty: **these Terms of Service are governed by and interpreted under the laws of California, USA**. We're not getting into those messy conflict-of-law principles here.
-* If any beef arises from or relates to these terms, **we both agree to try and sort it out amicably first**. But if we can't hug it out, you're cool with submitting the dispute to the competent courts in Santa Clara County, California. Fair game! ⚖️
+- Just so you know, **these Terms of Service** follow the laws of California, USA, and will be interpreted based on those laws, without fussing over conflict-of-law principles.
+- If **any disputes** pop up because of or related to these terms, let's try to chat it out nicely first. If that doesn't work, you're agreeing to let the courts in Santa Clara County, California, handle it.
-## 9. Contact Info
-* Got questions about these terms? **Feel free to hit us up** using the info below:
-* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
\ No newline at end of file
+## 9. Contact Information
+- Got **any burning questions** about these terms? Feel free to hit us up using the contact info below:
+- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
\ No newline at end of file