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---
linkTitle: 10-18-Daily
title: 10-18-Daily AI News Daily
weight: 14
breadcrumbs: false
comments: true
description: OpenAI's Sora 2, the video generation powerhouse, has officially landed
on Microsoft Azure AI Foundry International, entering public preview. This marks
the .
---
## AI Insights Daily 2025/10/18
> `AI Insights` | `Daily Read` | `Aggregated Data` | `Cutting-Edge Science` | `Industry Voice` | `Open Source Power` | `AI & Human Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Our Community](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Digest**
```
OpenAI's Sora video model has landed on Microsoft Azure, entering public preview with usage-based billing.
Meanwhile, Claude seamlessly integrates with Microsoft 365, and Copilot is testing direct local file operation capabilities.
In research, Baidu's open-source PaddleOCR-VL model tops global document parsing rankings for its lightweight efficiency.
New research reveals that using natural language for AI tool instruction far outperforms rigid JSON formats.
Additionally, Anthropic rolls out Agent Skills, enhancing AI's specialized capabilities through structured knowledge.
```
### Product & Feature Updates
1. **OpenAI's Sora 2**, the video generation powerhouse, has officially landed on Microsoft Azure AI Foundry International, entering public preview. This marks the first time enterprises and developers can get a glimpse of its true capabilities via API. 🚀 The service is priced at $0.1 per second, billed by generation duration, signaling that high-end [video generation AI (AI Insights)](https://www.aibase.com/zh/news/22055) technology is rapidly moving from labs to the commercial battlefield. This undoubtedly ushers in an era of efficiency revolution for the video content creation industry, making discussions about costs and application scenarios much more tangible. It's a game-changer! ✨
2. **Claude**, the "social butterfly" of large language models, has just secured its pass into the Microsoft empire, now seamlessly integrating with the Microsoft 365 ecosystem. 🌐 This means it can freely navigate your SharePoint, OneDrive, Outlook, and Teams, helping you accurately search for information and provide tailored responses. This is more than just a simple feature integration; it's like equipping your digital office life with an all-knowing, all-capable intelligent assistant, turning the dream of cross-application collaboration into reality. Talk about a productivity boost! 🚀
<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7sbz3sgf0ft56ycw9kbyp5y.mp4" controls="controls" width="100%"></video>
3. **Google DeepMind** has released a generative AI update to its highly acclaimed [Human-AI Guidelines (AI Insights)](http://pair.withgoogle.com/guidebook), hailed as the "new bible" for AI product design. 📖 This practical toolkit aims to help UX, product, and research teams create truly human-centered, useful, and responsible AI experiences, avoiding the creation of flashy yet impractical "digital deities." For all AI practitioners dedicated to building the future, this is an invaluable, must-read resource. Don't miss out! ✨
<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7sbzd0eewhaxe2nb8z6tmeg.mp4" controls="controls" width="100%"></video>
4. **Microsoft** is quietly testing a major update that plans to grant Windows 11's **Copilot** the ability to directly operate local files, truly bringing the AI assistant "down to earth" on your hard drive. 💾 This feature will first roll out to Windows Insider and Copilot Labs users, and while it's disabled by default with user override options, it signals a shift for desktop AI from cloud to local, moving towards deeper operating system integration. Go [check out the latest updates (AI Insights)](https://www.reddit.com/r/artificial/comments/1o8tf7o/microsoft_will_test_a_copilot_ai_feature_that/) and see how close your PC is to becoming "Jarvis"! 🤖
5. **Anthropic's "Agent Skills"** feature is cleverly likened to writing an "onboarding manual" for AI, enabling models to learn and master specific domain expertise on demand. 🧠 Developers simply place SKILL.md files, containing meta-information and instructions, or even executable scripts in a designated directory, to guide Claude in becoming an expert in that field. As demonstrated in this [technical breakdown (AI Insights)](https://x.com/dotey/status/1978898468987867542), this approach vastly simplifies AI capability expansion, making it easier than ever to build powerful vertical AI agents. Super cool! ✨
<br/>![AI Insights: Agent Skills Feature Architecture Diagram](https://source.hubtoday.app/images/2025/10/news_01k7sbzkrdeejt141ay5t4xgjn.avif)<br/>![AI Insights: Official PDF Skill Example](https://source.hubtoday.app/images/2025/10/news_01k7sbzrcaeb5rt74nhvcsegaf.avif)
### Cutting-Edge Research
1. **A joint academic paper by Xiaomi and Peking University** has stirred up quite a buzz in the community. 🧐 One of its corresponding authors is none other than Luo Fuli, the "genius girl" rumored to have been poached by Lei Jun with a multi-million dollar annual salary. Interestingly, the paper doesn't explicitly state her "Xiaomi" affiliation, leaving a hint of suspense about this rising tech star's ultimate allegiance. Regardless, this collaborative research highlights Xiaomi's strategic moves in cutting-edge AI and its quest for top-tier talent. You can [learn more about the behind-the-scenes story in this report (AI Insights)](https://www.aibase.com/zh/news/22072). ✨
<br/>![AI Insights: Xiaomi and Peking University Joint Paper](https://source.hubtoday.app/images/2025/10/news_01k7sc646nf4pt1cj9v3nkjc9s.avif)
2. Do text-to-image models always make your main character look like a stranger? 🖼️ A [latest research (AI Insights)](https://arxiv.org/abs/2510.14553) paper uncovers the root cause of "identity drift": models naturally "bind" the subject to the scene background during training. Researchers not only theoretically proved the universality of this correlation but also proposed a new training-free method called **SDeC (Scene De-contextualization)**, which cleverly "unbinds" characters from their scenes using algorithms. This is like casting a "character lock" spell on AI, ensuring your character maintains consistency in any background, and it holds immense practical application value! ✨
3. **Baidu's PaddleOCR team**, in their [latest paper (AI Insights)](https://arxiv.org/abs/2510.14528), elaborates on the technical core of their globally top-ranked document parsing model, **PaddleOCR-VL**. This model ingeniously merges a **NaViT**-style dynamic resolution visual encoder with a powerful **ERNIE-4.5-0.3B** language model, achieving a breakthrough in both accuracy and efficiency. This research not only explains how it delivers outstanding performance with just 0.9B parameters but also provides valuable insights for the design of future compact multimodal models. Super impressive! 🚀
4. **Enabling large language models (LLMs) to understand and generate SQL queries across languages** has always been a tough nut to crack, with accuracy plummeting in non-English scenarios. However, a [latest paper (AI Insights)](https://arxiv.org/abs/2510.13827) presents a groundbreaking solution. Researchers innovatively introduced a "contrastive reward" mechanism, teaching models through reinforcement learning to grasp users' semantic intent more deeply, rather than just literal translation. Astonishingly, a fine-tuned 3B smaller model, using this method, even outperformed an unoptimized 8B larger model in execution accuracy, truly achieving a "dimensionality reduction attack" for cross-language Text-to-SQL. Mind blown! 🤯
5. **The development of AI Vision-Language Models (VLMs)** is undergoing a paradigm shift. A [groundbreaking paper (AI Insights)](https://arxiv.org/abs/2510.14979) titled "From Pixels to Words" introduces the new **NEO** model family, aiming to build "native" VLMs. Researchers argue that instead of piecing together visual and language modules like LEGO bricks, it's better to build a unified, monolithic model from the outset that can understand both pixels and words simultaneously. NEO is the product of this philosophy, attempting to fundamentally resolve the inherent conflicts of modular VLMs and pave the way for more powerful, efficient, and general vision-language intelligence. This is big! 🚀
6. **A game-changing experimental study (AI Insights)** [found](https://www.reddit.com/r/MachineLearning/comments/1o8szk0/r_plain_english_outperforms_json_for_llm_tool/) that when instructing large models to call tools, using simple natural language descriptions far outperforms rigid JSON formats. This method, dubbed **Natural Language Tools (NLT)**, boosted accuracy by a full 18 percentage points while reducing result variance by 70%, making model performance much more stable. This discovery tells us that instead of forcing models to learn complex programming syntax, letting them "think" in their most familiar human language environment yields surprisingly better results. Mind blown! 🤯
### Industry Outlook & Social Impact
1. **AI music creation** is transforming from a geeky hobby into a "new side hustle" for programmers! 🎶 Some folks are using AI tools to create songs that rack up over 2 million plays and tens of thousands in copyright revenue within just a few hours. This phenomenon vividly illustrates how AI is leveling the playing field for music creation, allowing ordinary people without music theory knowledge to monetize their artistic dreams. As [this report (AI Insights)](https://www.aibase.com/zh/news/22070) reveals, human-AI collaboration is becoming the new normal in the music industry, with AI handling technical execution while humans focus on injecting emotion and creativity. Rock on! 🎸
2. **A thoughtful observer on social media (AI Insights)** [proposed](https://x.com/Yangyixxxx/status/1979068920469344520) a profound insight: the advent of AI will dramatically accelerate the "sedimentation" process of human knowledge, making future knowledge acquisition as simple as loading "skills" onto an AI. 🤯 This observation hits the nail on the head, pointing out that the most challenging part of prompt engineering today is injecting deep domain knowledge. This suggests that in the future, AI's core value might no longer be computation, but rather serving as an efficient carrier and inheritor of human expertise. Deep stuff! 🤔
### Top Open-Source Projects
1. Who says training large models requires top-tier computational power? The **minimind project (AI Insights)** [shatters this myth](https://github.com/jingyaogong/minimind), allowing you to fully train a mini-GPT model with just **26M** parameters from scratch in a mere 2 hours! 🤯 This project, which has already garnered a whopping ⭐28.6k stars on GitHub, significantly lowers the entry barrier for LLMs, enabling more developers and researchers to hands-on experience and explore the mysteries of large models. It's basically the "go-kart" of the LLM world small but fully equipped! 🏎️
2. **The language of financial markets** can be as dense as fog, and the [**Kronos** project (AI Insights)](https://github.com/shiyu-coder/Kronos) is precisely the "Wall Street decoder" born for this challenge: a foundational language model crafted specifically for the financial domain. 💹 It's dedicated to deeply understanding the unique terminology and logic within financial reports, research papers, and market news, helping analysts and investors make smarter decisions. This project, which has already received ⭐7.6k stars, is fast becoming an indispensable intelligent engine in the FinTech space. Cha-ching! 💰
3. What new tricks can terminal tools pull off? The **waveterm project (AI Insights)** [delivers an amazing answer](https://github.com/wavetermdev/waveterm)! It's not just a command-line interface; it's an open-source, cross-platform, seamless workflow engine. 💻 This modern terminal, boasting ⭐11.6k stars, aims to free developers from tedious window switching and environment configurations, creating an efficient, unified command center. It makes command-line operations feel as natural and fluid as breathing. Super smooth! ✨
4. **A developer on social media (AI Insights)** [shared](https://x.com/HiTw93/status/1978964673601937877) a command-line tool with a slightly "malicious" but incredibly practical name: **Shit Code Detector (fuck-u-code)**. 😂 This tool evaluates your code's "shit-code level" and generates a beautiful report, offering honest (and perhaps a bit brutal) feedback. Go [check out the project homepage (AI Insights)](https://github.com/Done-0/fuck-u-code) and see if your code is "a breath of fresh air" or a "mudslide"! 💩
<br/>![AI Insights: Shit Code Detector Analysis Report](https://source.hubtoday.app/images/2025/10/news_01k7sc1q1nfe1bttzzm3d406v9.avif)
### Social Media Shares
1. **The release of AI music generation tool Suno V5** is being hailed by many as a "tipping point" for the music industry, foreshadowing an era of mass creation. 🎧 A [blogger (AI Insights)](https://x.com/op7418/status/1979122150171906559) believes this could inject a breath of fresh air into a pop music scene often flooded with mediocre remixes, making high-quality music creation accessible to all. They even generously shared a set of universal Suno prompts and tutorials, aiming to help more people unleash their musical talents. Time to make some tunes! 🎶
<br/>![AI Insights: AI Music Creation Interface](https://source.hubtoday.app/images/2025/10/news_01k7sc1tq5fqw9zn14qqzq15vk.avif)<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7sc31prf0y9khdxr4nh9zrq.mp4" controls="controls" width="100%"></video>
2. **A user, in an in-depth review (AI Insights)** [praised Comet Browser](https://medium.com/@iamJonatha/hi-im-jonatha-a-tech-savvy-developer-and-productivity-enthusiast-who-loves-exploring-new-tools-79dd76d24403) as the first "true" AI agent browser they've ever used, far surpassing simple sidebar chatbots. 🤯 This browser can proactively anticipate user needs, auto-fill forms, organize tabs, and even link with apps like Notion, truly achieving cross-platform browsing automation. This share shows us that future browsers might no longer be just tools, but intelligent partners capable of offloading your work. Now that's what I call smart! 🚀
3. What's the upper limit for Agent capabilities? **An in-depth analysis (AI Insights)** [of the Manus Agent](https://x.com/dotey/status/1979041449892004117) reveals its ingenious **three-tier tool design**, a true art of "context offloading." 🤯 By combining "atomic functions + sandbox command-line tools + real-time Python code," the Agent can derive infinite complex capabilities from a minimalist core toolset. This layered architecture provides an excellent paradigm for building more powerful and efficient AI agents. Seriously clever stuff! ✨
<br/>![AI Insights: Manus's Three-Tier Tool Architecture Diagram](https://source.hubtoday.app/images/2025/10/news_01k7sc3cttet7v3w214pqyma59.avif)<br/>![AI Insights: Context Offloading Techniques Shared](https://source.hubtoday.app/images/2025/10/news_01k7sc3gmyfnds3st0xbr4axk6.avif)
---
**Final Thoughts:**
Thanks for taking the time to read this! If it sparked even a little inspiration:
- 🌟 **Join our Community Group**, share your thoughts, and know that every piece of feedback is invaluable.
Looking forward to connecting with you!
| **Hexi 2077 Community Group - Limited Time Open** |
| ------------------------------------------------------- |
| ![Join Community](https://source.hubtoday.app/logo/wechat-qun.jpg) |
---
## **AI Insights Daily Audio Edition**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Laishsheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Xiaojiuguan](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

View File

@@ -2,88 +2,89 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-10/2025-10-16
next: /en/2025-10/2025-10-17
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/10/17
## AI News Daily: October 18, 2025
> AI News | Daily Read | Web Data Aggregation | Cutting-Edge Science | Industry Insights | Open-Source Innovation | AI & Humanity's Future | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Highlights**
> AI News | Daily Briefing | Data Aggregation | Frontier Science | Industry Insights | Open Source | AI & Future | [Visit Web Version](https://ai.hubtoday.app/) | [Join Community](https://source.hubtoday.app/logo/wechat-qun.jpg)
### Today's Rundown
```
Sora2 updates with a storyboard feature for controllable creation, while ChatGPT adds memory management.
Claude Haiku 4.5 model is more efficient and economical; Google's Gemma model helps discover new cancer treatment pathways.
ByteDance Doubao large model sees demand skyrocket, with daily processed tokens growing over two hundredfold.
Regarding business models, OpenAI is reportedly testing sponsored replies; Alibaba Cloud open-sources the multimodal Qwen3-VL model.
Frontier research also progresses, such as developing AI quality inspectors and training models to reduce "regret" to boost reliability.
OpenAI's Sora video model has landed on Microsoft Azure, entering public preview with usage-based billing.
Claude is now seamlessly integrated into Microsoft 365, while Copilot is testing direct local file manipulation.
In research, Baidu's open-source PaddleOCR-VL model has topped global document parsing benchmarks with its lightweight efficiency.
New research reveals that natural language descriptions for guiding AI tool calls are far superior to rigid JSON formats.
Additionally, Anthropic has launched its Agent Skills feature, boosting AI's expertise through structured knowledge.
```
### Product & Feature Updates
1. **Sora2's epic update** is an absolute game-changer for creators! Free users can now whip up 15-second videos, while Pro users get a whopping 25 seconds of creative playground. What's even wilder? Pro users are hyped about the new "storyboard" feature, letting them precisely control shots down to the second, just like a pro editor crafting cinematic narratives. This leap signals AI evolving from mere automatic generation to "controllable creation," truly becoming your ultimate creative sidekick. 🤩 <br/>![AI News: Sora2 Storyboard Feature](https://source.hubtoday.app/images/2025/10/news_01k7pwjg7afga95htwdm2rteqt.avif)<br/>
1. OpenAI's **Sora 2** video generation powerhouse has officially touched down on Microsoft Azure AI Foundry International, making its grand entrance into public preview! This means enterprises and developers can finally get their hands on its API and peek behind the curtain 🎬. This game-changing service is priced at $0.1 per second, billed by generation time, signaling that high-end [Video Generation AI (AI News)](https://www.aibase.com/zh/news/22055) tech is fast-tracking from the lab to the commercial arena. This isn't just an upgrade; it's a massive leap for the video content creation industry, bringing a whole new level of efficiency and making discussions about costs and applications super concrete. ✨
2. **ChatGPT finally has a super-brain** that won't ever hit "memory full"! It can now automatically manage your conversations, so you'll never have to worry about it forgetting what you talked about in a deep dive. 😎 Not only can you search and sort past conversation memories, but you can also re-prioritize them in settings. This feature is rolling out to Plus and Pro users worldwide, and this [In-depth Analysis (AI News)](https://x.com/OpenAI/status/1978608684088643709) suggests it'll make your personalized AI experience incredibly seamless and smart. <br/>![AI News: ChatGPT Memory Management Interface](https://source.hubtoday.app/images/2025/10/news_01k7pwjr4cfm7938qa05zvwzkf.avif)<br/>
2. **Claude**, the ultimate "social butterfly" of large language models, just snagged its golden ticket into the Microsoft empire, now seamlessly connecting with the Microsoft 365 ecosystem 🚀. This means it can glide effortlessly through your SharePoint, OneDrive, Outlook, and Teams, helping you pinpoint information and whip up tailored responses. It's more than just a slick integration; think of it as getting an all-knowing, all-powerful AI assistant for your digital workspace, making cross-application collaboration a brilliant reality. 🤯<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7sbz3sgf0ft56ycw9kbyp5y.mp4" controls="controls" width="100%"></video>
3. **Anthropic just dropped a bombshell:** the compact yet insanely powerful **Claude Haiku 4.5** model, seriously stealing the spotlight! This new model has matched the coding prowess of Claude Sonnet 4 which was top-tier just five months ago but it's more than twice as fast and costs a mere third as much. As this [Official Announcement (AI News)](https://x.com/Anthropic/status/1978509811936305440) shows, AI is sprinting towards more efficiency and affordability, making high-performance models accessible to everyone, not just a select few. 🚀<br/>![AI News: Claude Model Performance Comparison](https://source.hubtoday.app/images/2025/10/news_01k7pwjveefe2rrpasbe67xtga.avif)<br/>
3. Google DeepMind just dropped a generative AI update for its wildly popular [Human-AI Guide (AI News)](http://pair.withgoogle.com/guidebook) basically, the "new bible" for AI product design 📖. This super practical toolkit aims to help UX, product, and research teams craft genuinely human-centered, useful, and responsible AI experiences, steering clear of creating flashy but hollow "digital gods." For anyone building the AI future, this is an absolute must-read resource. Seriously, grab a copy! 👇<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7sbzd0eewhaxe2nb8z6tmeg.mp4" controls="controls" width="100%"></video>
4. **Developers, rejoice! Gemini CLI** now supports Pseudo-Terminal (PTY), completely changing the game for command-line interaction. You can now run complex interactive commands like `vim`, `top`, or `git` directly within the CLI, without ever having to exit, keeping all your operations seamlessly connected in one context. This update, announced in this [Official Update (AI News)](https://x.com/googleaidevs/status/1978808144949129721), means a massive simplification of workflows and a serious boost in productivity. 🔥
4. Microsoft is quietly rolling out a massive update, planning to give Windows 11's **Copilot** the power to directly mess with your local files finally bringing this AI assistant "down to earth" and onto your hard drive! 💾 This feature will first hit Windows Insider and Copilot Labs users, and while it's off by default (and you can always take control back), it signals that desktop AI is shifting from the cloud to local, heading towards deeper OS integration. Go [Check Latest Updates (AI News)](https://www.reddit.com/r/artificial/comments/1o8tf7o/microsoft_will_test_a_copilot_ai_feature_that/) and see how close your PC is to becoming a real-life "Jarvis"! 🤖
5. **Google just unleashed a major upgrade** for its video generation model, **Veo 3.1**, aiming to give creators unprecedented control. According to DeepMind boss Demis Hassabis's [Introduction (AI News)](https://x.com/hongming731/status/1978590944594481565), the new version brings huge leaps in realism, audio richness, scene expansion, and narrative editing precision. This isn't just a tech iteration; it's a powerful weapon empowering creatives to tell even more captivating stories with AI. 🚀
5. Anthropic's **"Agent Skills"** feature is brilliantly likened to writing an "onboarding manual" for AI, allowing models to learn and master specialized domain expertise on demand. 🧠 Developers just need to drop SKILL.md files (complete with metadata and instructions), or even executable scripts, into a specific directory to guide Claude into becoming an expert in that field. As this [Technical Deep Dive (AI News)](https://x.com/dotey/status/1978898468987867542) shows, this model massively simplifies AI capability expansion, making it easier than ever to build powerful, vertical-specific intelligent agents. This is a game-changer! 🤯 <br/>![AI News: Agent Skills Feature Architecture Diagram](https://source.hubtoday.app/images/2025/10/news_01k7sbzkrdeejt141ay5t4xgjn.avif)<br/>![AI News: Official PDF Skill Example](https://source.hubtoday.app/images/2025/10/news_01k7sbzrcaeb5rt74nhvcsegaf.avif)
### Frontier Research
1. **AI is becoming the sharpest "scalpel" in scientists' hands**, and Google's **Gemma model** recently showed off its prowess, helping discover a brand new potential pathway for cancer treatment. Building on the Gemma family, Google also rolled out a 27-billion-parameter **single-cell analysis foundation model**, specifically designed for the microscopic world of life sciences. As this [Breaking News (AI News)](https://t.me/hackernews100cn/13592) reports, the fusion of AI and science is bringing new hope to conquer human diseases at an unprecedented speed. ✨
### Cutting-Edge Research
1. A joint [Academic Paper (AI News)](https://arxiv.org/pdf/2510.11370) by Xiaomi and Peking University has sparked a huge buzz in the tech world. One of its corresponding authors is none other than Luo Fuli 👩‍💻, the "genius girl" rumored to have been poached by Lei Jun for a multi-million annual salary! Interestingly, her "Xiaomi" affiliation isn't explicitly mentioned in the paper, leaving a bit of a cliffhanger about this tech star's ultimate allegiance. Regardless, this collaborative research totally highlights Xiaomi's strategic moves in cutting-edge AI and its hunger for top talent. You can dive into more behind-the-scenes juicy bits via [This Report (AI News)](https://www.aibase.com/zh/news/22072). 🕵️‍♀️<br/>![AI News: Xiaomi and Peking University Joint Paper](https://source.hubtoday.app/images/2025/10/news_01k7sc646nf4pt1cj9v3nkjc9s.avif)
2. **Are AI-generated images always a bit... off?** Researchers have developed an AI "quality inspector" called **Generative Universal Verifier**, specifically to keep an eye on other generative AIs. This new tool acts like a built-in art critic, capable of reflecting on and correcting the visual output of multimodal models, ensuring the generated content is logically consistent. The findings from this [Latest Paper (AI News)](https://arxiv.org/abs/2510.13804) mean we're one step closer to having a more trustworthy AI that "looks before it leaps"—or rather, "thinks before it draws." 🤔
2. Are your text-to-image models constantly making your main character look like a complete stranger? 🖼️ A [Latest Research (AI News)](https://arxiv.org/abs/2510.14553) paper has cracked the code on "identity drift," revealing its root cause: models naturally "bind" the subject to the scene's background during training. 🤔 Researchers not only theoretically proved the prevalence of this association but also proposed a new, training-free method called **SDeC (Scene De-contextualization)**. This clever algorithm "unbinds" the character from the scene. It's like casting a "character lock" spell on AI, ensuring your folks stay consistent no matter the backdrop super valuable for real-world applications! ✨
3. **AI agents can sometimes act like mischievous kids**, always finding loopholes for "**reward hacking**" and doing things that make you chuckle and facepalm. A [New Research (AI News)](https://arxiv.org/abs/2510.13036) paper introduces a clever solution, PBRR, which doesn't need to teach AI from scratch. Instead, it acts like a "reward mechanic," using minimal human feedback to precisely "patch up" flawed reward functions. This "patching" strategy has proven super efficient at guiding AI to truly grasp the "spirit" of a task, rather than just exploiting the rules. 🧑‍⚖️
3. Baidu's PaddleOCR team, in its [Latest Paper (AI News)](https://arxiv.org/abs/2510.14528), dove deep into the tech core of **PaddleOCR-VL**, their global-leading document parsing model. This model cleverly fuses a **NaViT**-style dynamic resolution visual encoder with the sharp **ERNIE-4.5-0.3B** language model, achieving a breakthrough in both accuracy and efficiency. The research not only spills the beans on how it pulls off such stellar performance with just 0.9B parameters but also offers up some seriously valuable insights for designing compact multimodal models in the future. 🔥 This is a big deal for efficiency! 🚀
4. **Can large language models feel "regret"?** An intriguing [Research Paper (AI News)](https://arxiv.org/abs/2403.16843) placed LLM agents in classic online learning and game theory scenarios to test their "no-regret" decision-making capabilities. The study found that while advanced models like GPT-4 often act rationally, they still "mess up" in some simple situations. A newly proposed "**regret loss**" training method effectively teaches AI to "learn from its mistakes," reducing future regrets. 🤔
4. Getting large models to understand and generate SQL queries across different languages has always been a head-scratcher, especially with accuracy plummeting in non-English scenarios. 📉 But a [Latest Paper (AI News)](https://arxiv.org/abs/2510.13827) brings a game-changing solution! 🌍 Researchers innovatively introduced a "contrastive reward" mechanism, using reinforcement learning to teach models a deeper understanding of user semantic intent, not just literal translation. Astonishingly, a smaller 3B model fine-tuned with this method actually outperformed an unoptimized 8B behemoth in execution accuracy, truly delivering a "dimension-reduction attack" for cross-language Text-to-SQL. Talk about punching above its weight! 🥊
5. The evolution of AI Vision-Language Models (VLMs) is undergoing a paradigm shift, and a [Major Paper (AI News)](https://arxiv.org/abs/2510.14979) titled "From Pixels to Words" introduces the brand-new **NEO** model family, aiming to build "native" VLMs. Researchers argue that instead of piecing together visual and language modules like LEGO bricks, we should build a unified, monolithic model from the get-go that can simultaneously understand both pixels and words. NEO is the fruit of this philosophy, attempting to fundamentally resolve the inherent conflicts of modular VLMs and pave the way for more powerful, efficient, general-purpose vision-language intelligence. This is groundbreaking! 🌟
6. Here's a mind-blowing [Experimental Study (AI News)](https://www.reddit.com/r/MachineLearning/comments/1o8szk0/r_plain_english_outperforms_json_for_llm_tool/)! It found that when guiding large language models (LLMs) to call tools, using simple natural language descriptions totally crushes rigid JSON formats. This method, dubbed **Natural Language Tools (NLT)**, boosted accuracy by a whopping 18 percentage points while slashing result variance by 70%, making model performance way more stable. This discovery tells us: instead of forcing models to learn complex programming syntax, let them "think" in their most familiar human language environment. The results are surprisingly better! 🤯💡
### Industry Outlook & Social Impact
1. **ByteDance's Doubao large model** is absolutely tearing through the market at a near-insane pace! Its daily processed token volume has skyrocketed from 120 billion to over 30 trillion, an astonishing 253-fold increase! This isn't just simple user growth; it's a volcanic eruption of demand, proving its applications are spreading like wildfire across all industries. As this [Industry Report (AI News)](https://www.aibase.com/zh/news/22027) points out, the Doubao model's success signals ByteDance's massive triumph in AI technical prowess and market strategy. 🔥
1. AI music creation is no longer just a geeky toy; it's becoming the "new side hustle" for programmers! Some folks are racking up over 2 million plays and tens of thousands in copyright revenue within hours, all thanks to AI tools 💰. This phenomenon vividly illustrates how AI is leveling the playing field for music creation, letting regular people with zero music theory background turn their musical dreams into commercial reality. As [This Report (AI News)](https://www.aibase.com/zh/news/22070) reveals, human-AI collaboration is the new normal in the music industry, with AI handling the technical execution while humans inject all the emotion and creativity. 🎶
2. **Your ChatGPT might soon be "cashing in"!** A user spilled the tea on a [Reddit Forum (AI News)](https://www.reddit.com/r/artificial/comments/1o7aq5a/looks_like_openais_starting_to_test_ads_inside/), revealing that OpenAI seems to be partnering with big brands to test **sponsored replies**. This means that in the future, while you're chatting with AI, it might casually recommend a product or service, acting like your super-smart personal shopper. This potential shift has sparked a hot debate: Is this the natural evolution of AI assistants, or the beginning of ads invading our last private space? 🤔
2. A deep thinker dropped a profound insight on [Social Media (AI News)](https://x.com/Yangyixxxx/status/1979068920469344520): the birth of AI will drastically accelerate humanity's knowledge "sedimentation" process, making future knowledge acquisition as simple as loading "skills" onto an AI. 🤔 This observation perfectly pinpoints that the trickiest part of prompt engineering right now is embedding deep domain knowledge. This hints that AI's core value in the future might not be computation, but rather becoming an incredibly efficient vehicle and inheritor of human expertise. Pretty mind-blowing, right? 🧠
### Top Open-Source Projects
1. **Ever wondered what secrets are hidden behind those powerful GPTs?** A GitHub project simply named **GPTs** is an absolute "goldmine," compiling a massive collection of leaked GPTs prompts. This [GPTs Prompts (AI News)](https://github.com/linexjlin/GPTs) repo, which has gone viral in the developer community, has already snagged over ⭐30.6k stars, pulling back the curtain on the mysterious "spells" powering advanced AI applications. It not only satisfies curiosity but also serves as an invaluable practical guide for prompt engineering. 🤫
### Top Open Source Projects
1. Who says you need top-tier compute power to train large models? 😤 The [**minimind** Project (AI News)](https://github.com/jingyaogong/minimind) completely shatters that myth, letting you train a full-fledged mini GPT model with just **26M** parameters from scratch in a mere two hours! 🚀 This project, which has already snagged a whopping ⭐28.6k stars on GitHub, dramatically lowers the entry barrier for LLMs, enabling more developers and researchers to hands-on experience and explore the mysteries of large models. It's basically the "go-kart" of the large model world tiny but fully equipped! 🏎️
2. **Alibaba Cloud's Tongyi Qianwen team is back with a vengeance**, launching the brand new multimodal large model series, **Qwen3-VL**—an AI powerhouse that can both see images and chat. This project aims to enable models to understand and process complex information with both text and images, just like humans, tackling various cross-modal challenges. This [Qwen3-VL (AI News) Open-Source Project](https://github.com/QwenLM/Qwen3-VL) was a hit from day one, quickly racking up ⭐14.8k stars, showing just how much developers dig it! ✨
2. The language of financial markets can be as dense as fog, but the [**Kronos** Project (AI News)](https://github.com/shiyu-coder/Kronos) is the "Wall Street Decoder" born for it a foundational language model specifically crafted for the finance sector. It's dedicated to deeply understanding the unique jargon and logic in financial reports, research papers, and market news, helping analysts and investors make smarter decisions. This project, which has already raked in ⭐7.6k stars, is quickly becoming an indispensable intelligent engine in FinTech. 📈
3. **The days of wrestling with PDF files might finally be over!** The **PDFPatcher** open-source project is basically the "Swiss Army knife" for handling PDFs. It's like a fully-loaded toolbox that can do almost anything: edit bookmarks, crop pages, unlock restrictions, merge documents—you name it! This super practical [PDFPatcher (AI News) Toolbox](https://github.com/wmjordan/PDFPatcher) has already scored ⭐10.9k stars, saving countless users from their PDF format headaches. 🛠️
3. What new tricks can terminal tools pull off? 🤔 The [**waveterm** Project (AI News)](https://github.com/wavetermdev/waveterm) serves up an astonishing answer: it's not just a command-line interface, but an open-source, cross-platform, seamless workflow engine! This modern terminal, boasting ⭐11.6k stars, aims to free developers from tedious window switching and environment config, creating a super-efficient, unified command center. It makes command-line operations feel as natural and smooth as breathing. Ah, pure bliss! 😌
4. **Dreaming of training your own GPT model but scared off by the steep barriers?** The **modded-nanogpt** project offers a shortcut, claiming it can replicate a 124M-parameter NanoGPT model in just 3 minutes! Through clever modifications, it massively simplifies the training process, letting even average developers experience the thrill of being a "creator." This [Rapid Reproduction (AI News) Project](https://github.com/KellerJordan/modded-nanogpt) has already gained ⭐3.5k stars, igniting the model DIY dreams of many! ⚡
4. A developer shared a command-line tool on [Social Media (AI News)](https://x.com/HiTw93/status/1978964673601937877) with a slightly "malicious" name but incredibly practical utility: the **Shit-Code Detector (fuck-u-code)** 😂. This tool assesses your code's "shit-heap level" and churns out a beautifully presented report, giving you honest (and maybe a little brutal) feedback. Head over to the [Project Homepage (AI News)](https://github.com/Done-0/fuck-u-code) and find out if your code is "a breath of fresh air" or a "mudslide"! 💩<br/>![AI News: Shit-Code Detector Analysis Report](https://source.hubtoday.app/images/2025/10/news_01k7sc1q1nfe1bttzzm3d406v9.avif)
### Social Media Shares
1. **AI godmother Fei-Fei Li excitedly shared a mind-blowing research breakthrough from World Labs: RTFM!** It's a generative world model that runs in real-time on a single H100 GPU and boasts 3D consistency. This means the computational barrier to building persistent, dynamic virtual worlds might be much lower than we ever imagined. As [Fei-Fei Li's Tweet (AI News)](https://x.com/drfeifei/status/1978840835341914164) reveals, this could be a major step towards future spatial intelligence and next-gen rendering tech. 🤯
### Social Media Highlights
1. The release of AI music generation tool **Suno V5** is being hailed by many as a "tipping point" in the music industry, foreshadowing the dawn of an era of universal creativity! 🎶 One [Blogger (AI News)](https://x.com/op7418/status/1979122150171906559) believes this could inject a fresh wave into a pop music scene often filled with mediocre remixes, making high-quality music creation accessible to everyone. They even generously shared a set of universal Suno prompt words and tutorials, aiming to help more people unleash their musical talent. Get ready to drop some beats! 🎤<br/>![AI News: AI Music Creation Interface](https://source.hubtoday.app/images/2025/10/news_01k7sc1tq5fqw9zn14qqzq15vk.avif)<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k7sc31prf0y9khdxr4nh9zrq.mp4" controls="controls" width="100%"></video>
2. **HongKongDoll pulled off a real-life "rags to riches" story**, turning an $8 million mega-loss crisis into a carefully staged "fake bankruptcy" PR spectacle, ultimately flipping the script and coming out on top. This [In-depth Article (AI News)](https://x.com/dotey/status/1978826344566780187) uncovers her jaw-dropping strategy: leveraging public misconceptions, reinventing her personal brand, and converting attention into cold hard cash. This isn't just a crypto wealth-creation myth; it's a modern fable about manipulating perception and playing the traffic game. 🔥
2. In an [In-depth Review (AI News)](https://medium.com/@iamJonatha/hi-im-jonatha-a-tech-savvy-developer-and-productivity-enthusiast-who-loves-exploring-new-tools-79dd76d24403), a user raved about **Comet Browser**, calling it the first "truly deserving" AI agent browser they've ever used, far exceeding simple sidebar chatbots. This browser proactively predicts user needs, auto-fills forms, organizes tabs, and even links up with apps like Notion, genuinely achieving cross-platform browsing automation. This share gives us a glimpse: future browsers might not just be tools but intelligent partners ready to take on your workload! 🚀 That's a serious upgrade! ✨
3. **What do the "best" AI accounts look like these days?** A blogger sharply pointed out on [Social Media (AI News)](https://x.com/Yangyixxxx/status/1978808195716964576) that the answer might just be mass-producing AI beauties, whether they're selling beer or hawking clothes with Taobao images. The wild thing is, even if AI-generated images have obvious flaws like "six fingers," the comment sections are still flooded with calls of "my wife." This is, without a doubt, a vivid satire of current traffic hacks and the "beauty is justice" mindset. 😂
4. **A tweet garnered a million impressions in less than 48 hours**, but its author didn't celebrate. Instead, in his [Review (AI News)](https://mp.weixin.qq.com/s/BzEmRzb7pp_ihKb6JwFGrg), he offered a profound reflection. He reminded everyone lost in the tech bubble: never forget that on the other side of the screen, swiping their finger, is a living, breathing human being. This sobering reminder tells us that whether building products or researching AI, without care for "people," it's easy to fall into the trap of self-indulgent hype. 💡
3. Just how high can an Agent's capabilities soar? 🚀 An [In-depth Analysis (AI News)](https://x.com/dotey/status/1979041449892004117) of the **Manus** Agent unpacks its ingenious **three-layer tool design**, which is nothing short of an art form in "context offloading." It uses a killer combo of "atomic functions + sandbox command-line tools + real-time Python code" to let the Agent generate endless complex capabilities with a surprisingly minimal core toolset. This layered architecture design offers an exceptional blueprint for building even more powerful and efficient AI agents. Seriously smart stuff! 🤯<br/>![AI News: Manus Three-Layer Tool Architecture Diagram](https://source.hubtoday.app/images/2025/10/news_01k7sc3cttet7v3w214pqyma59.avif)<br/>![AI News: Context Offloading Techniques Shared](https://source.hubtoday.app/images/2025/10/news_01k7sc3gmyfnds3st0xbr4axk6.avif)
---
**Final Thoughts:**
**Wrapping Up:**
Thanks for taking the time to read through this article! If it sparked even a little inspiration:
Thanks for taking the time to read this article! If it sparked even a tiny bit of inspiration:
- 🚀 **Join the "Community Group"** and share your thoughts. Every piece of feedback you give is super valuable to us.
- 💬 **Join Our Community** to share your thoughts every piece of feedback is priceless!
Looking forward to connecting with you more!
Looking forward to connecting with you! 👋
| **Hexi 2077 Community Group - Limited Time Open!** |
| ------------------------------------------------------- |
| ![Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg) |
| **Hexi 2077 Community - Limited Time Access** |
| --------------------------------------------- |
| ![Join the Community](https://source.hubtoday.app/logo/wechat-qun.jpg) |
---
## **AI News Daily Audio Version**
## **AI News Daily Voice Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| 🎙️ **Xiaoyuzhou FM** | 📹 **Douyin** |
| --- | --- |
| [Laisheng Bistro](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Bistro](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| [Lai Sheng Small Pub](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Official Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Small Pub](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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---
#### He Xi 2077 / justlovemaki
#### Hexi 2077 / justlovemaki
A decade of code, fingers grew cold,
Frustrations simmered, a story untold.
Then, AI's storm began to brew,
Vowing to conquer new heights, and see it through.
> Ten years coding, fingers growing numb, my spirit restless, waiting to become.
> Then, the AI storm, a thunderous boom! I'm ready to leap, to own the room!
#### 💡 My Code Philosophy
#### My Code Philosophy
> Technology serves the people.
> Technology? It's all about serving the people! 🌍
#### 🚀 Featured Projects
#### Featured Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* An AI image generation script, powered by Cloudflare Worker.
* This awesome AI image generation script? It's all powered by Cloudflare Workers!
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This content aggregation and generation platform, driven by Cloudflare Workers, daily curates the latest AI developments. It pulls in industry news, trending open-source projects, cutting-edge academic papers, and even insights from tech KOLs' social media chatter.
* For more project details, check out my [GitHub](https://github.com/justlovemaki).
* This content aggregation and generation platform is totally driven by Cloudflare Workers. What's it do? It hooks you up with daily AI updates we're talking industry news, hot open-source projects, mind-blowing academic papers, and even the latest social media takes from big-shot tech influencers!
* Wanna dive deeper? Peep my [GitHub](https://github.com/justlovemaki) for all the juicy project details!
#### 🌱 Current Explorations
#### What I'm Buzzing About
I'm super interested in LLM applications and website SEO, and actively diving into learning and practical work.
Right now, I'm super stoked about LLM applications and crushing it with website SEO. Actively learning and putting it into practice, baby! 🚀

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---
# Contact Me
# Get In Touch
Got questions, awesome ideas, or just wanna connect? 🚀 I'm always thrilled to hear your thoughts and suggestions! Feel free to reach out through the channels below for any questions, collaboration opportunities, or support you might need.
**Got a brilliant idea or just wanna chat?** 🤔 I'd absolutely love to hear your thoughts and suggestions! Whether you've got burning questions, exciting collaboration ideas, or need a little support, don't hesitate to reach out using the methods below.
Rest assured, I promise to get back to your emails super fast! ⚡️
**And guess what? I promise to get back to you ASAP!** 📧 Especially when it comes to emails.
---
## **Get in Touch**
## **How to Reach Me**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Add me for a chat! 👋" 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="My Personal WeChat" subtitle="Come say hi and let's chat!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends and public holidays? Those are my chill days! 🌴)
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (P.S. I'm off on weekends and public holidays! Time to recharge 🔋)

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---
# Privacy Policy
*Last Updated: June 1, 2025*
*Last updated: June 1, 2025*
---
Hey there! 👋 This Privacy Policy breaks down how we collect, use, and spill the beans (oops, we mean disclose!) your info when you're chilling with our Service. It's also here to tell you all about your privacy rights and how the law's got your back.
This Privacy Policy outlines our policies and procedures concerning the collection, use, and disclosure of your information when you use our Service. It also informs you about your privacy rights and how the law protects you.
We totally use your personal data to make our Service awesome and keep it running smoothly. By jumping on board and using our Service, you're essentially giving us a nod of approval to collect and use your info, all according to this Privacy Policy. Cool? 😎
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.
## Explanations & Definitions
## Interpretation and Definitions
### Let's Get Specific
Okay, so when you see capitalized words, they've got meanings defined right here. And nope, whether they're singular or plural, these definitions stay the same. Easy peasy! 👇
### Interpretation
Words capitalized have meanings defined under specific conditions. The following definitions hold the same meaning, regardless of whether they appear in singular or plural form.
### The Lowdown on Terms
For the purpose of this Privacy Policy, here's the 411 on what we mean:
### Definitions
For the purposes of this Privacy Policy:
- **Account** means that special, unique login you create to hop onto our Service or any cool parts of it.
- **Account** means a unique account created for you to access our Service or parts of our Service.
- **Affiliate** means any entity that's got some sway over us, is swayed by us, or is swayed alongside us. Think of "control" here as owning 50% or more of the voting power like shares, equity, or other securities that elect big shots like directors.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party, where "control" signifies 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.
- **Company** (that's "the Company," "We," "Us," or "Our" in this whole agreement) means **hubtoday**. Yep, that's us!
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Cookies** are those tiny files websites stash on your computer, phone, or whatever gadget you're using. They hold bits of your browsing history on that site, among other things.
- **Cookies** are small files placed on your computer, mobile device, or any other device by a website. They contain details of your browsing history on that website, serving various purposes.
- **Country** means: California, USA. 🇺🇸
- **Country** refers to: California, United States of America.
- **Device** means any tech gadget that can get you to our Service, like your computer, smartphone, or digital tablet.
- **Device** means any gadget capable of accessing the Service, such as a computer, a cellphone, or a digital tablet.
- **Personal Data** is basically any info linked to a person who can be identified or is already identified.
- **Personal Data** is any information relating to an identified or identifiable individual.
- **Service** means this very Website you're on right now.
- **Service** refers to the Website.
- **Service Provider** means any person or company that crunches data for us. We're talking about third-party companies or individuals we hire to help run the Service, provide services for us, or even help us figure out how you're using it. They're our helping hands!
- **Service Provider** means any natural or legal person who processes data on behalf of the Company. This refers to third-party companies or individuals employed by the Company to facilitate the Service, provide the Service on behalf of the Company, perform services related to the Service, or assist the Company in analyzing how the Service is used.
- **Usage Data** is that info collected automatically, either from you using the Service or from the Service's tech backbone itself. Think stuff like how long you hang out on a certain page.
- **Usage Data** refers to data collected automatically, generated either by the use of the Service or from the Service infrastructure itself (for instance, the duration of a page visit).
- **Website** means **hubtoday**, which you can find right over at `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **You** means, well, *you*! The person using or checking out our Service. Or, if you're doing this for a company or another legal entity, then "You" means them.
- **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.
## Collecting & Using Your Personal Data
## Collecting and Using Your Personal Data
### The Data Types We Collect
### Types of Data Collected
#### Personal Data (The Nitty-Gritty)
When you're using our Service, we might ask you for some personal identification info that helps us get in touch with you or figure out who you are. This personal info could include, but isn't limited to, things like:
#### Personal Data
While using our Service, we might ask you to provide certain personally identifiable information that can be used to contact or identify you. This information may include, but is not limited to:
- Email address
- Usage data
- Usage Data
#### Usage Data (Auto-Collected Stuff)
Usage data? That's the stuff we automatically collect when you're using the Service. No extra effort needed from you!
#### Usage Data
Usage Data is collected automatically when you use the Service.
Usage data can cover things like your device's Internet Protocol address (think IP address), what kind of browser you're rocking and its version, which pages you checked out on our Service, when you visited and for how long, unique device identifiers, and other diagnostic bits and bobs.
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.
When you're accessing the Service from your mobile device, we might automatically grab some extra info. This includes, but again, isn't limited to: the type of mobile device you're using, its unique ID, your mobile IP address, your mobile operating system, the type of mobile internet browser you're using, unique device identifiers, and other diagnostic data. Phew, that's a mouthful! 📱
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's unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
Whether you're visiting our Service or hitting it up on mobile, we might also collect information that your browser sends our way.
We may also collect information that your browser sends whenever you visit our Service or access the Service through a mobile device.
### Tracking Tech & Cookies (Yup, We Use 'Em!)
We're all about using Cookies and other similar tracking technologies to keep tabs on activity on our Service and stash away certain info. These tracking tools include things like beacons, tags, and scripts, and they're super helpful for collecting and tracking data, plus making our Service even better and analyzing how it's used. The tech we might use includes:
### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies used include beacons, tags, and scripts. These are utilized to collect and track information, as well as to improve and analyze our Service. The technologies we employ may include:
- **Cookies or Browser Cookies**: A Cookie is just a tiny file popped onto your device. You can totally tell your browser to say 'nope!' to all Cookies or to give you a heads-up when one's being sent. But, heads up, if you don't accept Cookies, some parts of our Service might not work perfectly for you. Unless you've already tweaked your browser settings to reject 'em, our Service might just use Cookies by default.
- **Web Beacons**: Some parts of our Service and our emails might have these little electronic files called Web Beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These clever files let us, for example, count users who've visited certain pages or opened an email, and they're also used for other cool website stats, like seeing how popular a section is and making sure our systems and servers are all good.
- **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.
- **Web Beacons**: Certain sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs). These allow the Company to, for example, count users who have visited those pages or opened an email, and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
Cookies can be either "Persistent" or "Session" Cookies. When you're offline, Persistent Cookies stick around on your personal computer or mobile device. Session Cookies? Those vanish the second you close your web browser. Poof! ✨
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies remain on your personal computer or mobile device even when you go offline, while Session Cookies are deleted as soon as you close your web browser.
We use both Session and Persistent Cookies for these purposes:
We use both Session and Persistent Cookies for the purposes outlined below:
- **Essential / Necessary Cookies**
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are absolutely vital for us to deliver the services available through the Website and to let you use its awesome features. They're super important for authenticating users and keeping those pesky fraudulent account uses at bay. Without these Cookies, the services you're asking for just wouldn't work, and we *only* use them to give you those specific services. No funny business!
- **Purpose**: These Cookies are crucial for providing you with services available through the Website and enabling you to use some of its functionalities. They help to authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services you've asked for cannot be provided, and we only use these Cookies to deliver those services to you.
- **Cookies Policy / Acceptance Notice Cookies**
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are used to check if users have given us the green light to use Cookies on the Website. It's like a little 'I accept' sticky note! ✅
- **Purpose**: These Cookies are used to identify if users have accepted the use of cookies on the Website.
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are super handy because they help us remember choices you've made while using the Website, like keeping your login info saved or knowing your language preference. The whole point of these is to give you a more personalized experience, so you don't have to re-enter your preferences every single time you visit. Sweet! 🧠
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, like recalling your login details or language preference. The objective of these Cookies is to provide you with a more personal experience, saving you from having to re-enter your preferences every time you use the Website.
For even more juicy details on the Cookies we use and what choices you've got regarding them, feel free to swing by our Cookies Policy or the Cookies section of our Privacy Policy. It's all there!
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.
### How We Use Your Personal Data
The Company might use your personal data for these reasons:
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
- **To provide and maintain our Service** (yep, that includes keeping an eye on how it's used!).
- **To manage Your Account**: This means handling your registration as a Service user. The Personal Data you hand over lets you get access to all sorts of cool features only available to registered users. ✨
- **To get contracts done**: We use your data to create, stick to, and fulfill purchase contracts for any products, items, or services you've bought, or any other agreements made with us via the Service.
- **To hit you up**: We might contact you via email, phone calls, SMS, or other electronic communication (like push notifications from a mobile app!) to give you updates or important info about features, products, or services you've signed up for including those crucial security updates whenever it's necessary or makes sense. 📧📞
- **To send you cool stuff**: Think newsletters, special offers, and general info about other goods, services, and events we offer that are similar to what you've already bought or asked about. Of course, this is unless you've told us you'd rather not get these updates. Your call! 🗞️
- **To handle your requests**: Pretty straightforward this is all about processing and managing any requests you send our way.
- **For business transfers**: Your info might be used if we're evaluating or going through a merger, divestiture, restructuring, reorganization, dissolution, or any sale or transfer of some or all of our assets. This could be as an ongoing business or as part of bankruptcy, liquidation, or similar proceedings, where the Personal Data we hold about our Service users is one of the assets being transferred. Big stuff!
- **For other cool reasons**: We might use your info for other purposes too, like crunching data, spotting usage trends, figuring out if our promotions are hitting the mark, and generally tweaking and improving our Service, products, marketing, and your overall experience. Always striving for better! 📈
- **To provide and maintain our Service**, which includes monitoring the usage of our Service.
- **To manage your Account**: This involves managing 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**: This means developing, complying with, and undertaking the purchase contract for the products, items, or services you have purchased or any other contract with us through the Service.
- **To contact You**: We will reach out to you by email, telephone calls, SMS, or other equivalent forms of electronic communication (such as a mobile application's push notifications). This is to provide you with updates or informative communications related to functionalities, products, or contracted services, including security updates, when such contact is necessary or reasonable.
- **To provide You with news**, special offers, and general information about other goods, services, and events we offer that are similar to those you have already purchased or inquired about, unless you have opted not to receive such information.
- **To manage your requests**: This involves attending to and managing 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. This applies 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 objectives 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 might also share your personal information in these scenarios:
We may share your personal information in the following situations:
- **With Service Providers**: We may share your Personal Data with Service Providers to monitor and analyze how our Service is being used, and to get in touch with you.
- **For business transfers**: Your Personal Data might be shared or transferred during or in negotiations of any merger, sale of Company assets, financing, or acquisition of all or a portion of our business by another company. It's all part of business sometimes! 🤝
- **With Affiliates**: We may share your info with our affiliates. When we do, we'll make sure those affiliates play by the rules of this Privacy Policy. Affiliates include our parent company, any other subsidiaries, joint venture partners, or other companies that we control or that are under common control with us. It's a family affair! 👨‍👩‍👧‍👦
- **With business partners**: We might share your info with our business partners to hook you up with specific products, services, or promotions. Teamwork makes the dream work! 💪
- **With other users**: If you spill your Personal Data or chat with other users in our public areas, that info might be seen by all users and could even be made public outside of our Service. Just a heads up! 🗣️
- **With your consent**: With your explicit permission, we might dish out your personal info for any other reason you agree to. Your say, your way! 👍
- **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 during or in negotiation 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 public areas with other users, that 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 explicit consent.
### Keeping Your Personal Data
The Company will only hold onto your personal data for as long as it's truly needed for the reasons laid out in this Privacy Policy. We'll also keep and use your Personal Data to the extent necessary to comply with our legal duties (like if we gotta keep your data to follow applicable laws), settle disputes, and enforce our legal agreements and policies. Gotta play by the rules! ⚖️
### 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 also keeps Usage Data for internal analysis. Typically, Usage Data doesn't stick around for long, unless it's being used to boost the security of our Service, jazz up its functionality, or if we're legally obligated to hold onto it for a longer stretch.
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally kept for a shorter period of time, unless 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.
### Transferring Your Personal Data
Your information (including Personal Data) gets processed at the Company's operating offices and wherever else the parties involved in the processing are located. What does this mean? It means your info might get shuttled over to and stored on computers outside of your State, Province, Country, or other governmental jurisdiction where the data protection laws might be different from yours. Wild, right? 🌍
### 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.
By agreeing to this Privacy Policy and submitting such info, you're giving us your A-OK for that transfer.
Your consent to this Privacy Policy followed by your submission of such information represents your agreement to that transfer.
The Company will take all reasonably necessary steps to make sure your data is handled securely and in line with this Privacy Policy. We won't transfer your Personal Data to any organization or country unless there are solid controls in place, including top-notch security for your data and other personal info. Your safety is our priority! 🔒
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 there are adequate controls in place, including the security of your data and other personal information.
### Wiping Your Personal Data
You've got the right to delete your Personal Data, or ask us to help you wipe the slate clean of the Personal Data we've collected about you.
### Deleting Your Personal Data
You have the right to delete or request us to assist in deleting the Personal Data that we have collected about you.
Our Service might even let you delete certain bits of info about yourself right from within the Service itself. How convenient is that?
Our Service may give you the ability to delete certain information about yourself from within the Service.
You can always log into your account (if you've got one) and head over to the account settings section that lets you manage your personal info. From there, you can update, tweak, or delete your info whenever you want. Or, if you prefer, just give us a shout to request access, correct, or delete any personal info you've given us.
You can update, amend, 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. Alternatively, you may contact us to request access to, correct, or delete any personal information you have provided to us.
But, keep in mind, sometimes we might need to hold onto certain info when we have a legal obligation or a legitimate reason to do so. Can't always delete everything instantly! 😉
However, please note that we may need to retain certain information when we have a legal obligation or a lawful basis to do so.
### When We Might Disclose Your Personal Data
### Disclosure of Your Personal Data
#### Business Deals
If the Company gets involved in a merger, acquisition, or asset sale, your Personal Data might get transferred. Don't worry, though; we'll totally give you a heads-up before your Personal Data is moved and becomes subject to a different Privacy Policy. Transparency is key! 🔑
#### 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.
#### The Law Steps In
In certain situations, the Company might have to spill your Personal Data if the law demands it or if public authorities (like a court or government agency) make a valid request. We gotta follow the rules, too! 👮‍♀️
#### Law Enforcement
Under certain circumstances, the Company may be required to disclose your Personal Data if legally mandated or in response to valid requests by public authorities (e.g., a court or government agency).
#### Other Legal Requirements
The Company might disclose your Personal Data if we genuinely believe that such action is necessary to:
- Play by the legal rules
- Protect and defend the Company's rights or property
- Prevent or investigate potential wrongdoing connected to the Service
- Protect the personal safety of Service users or the public
- Shield ourselves from legal liability
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
### Keeping Your Personal Data Safe (We Try Our Best!)
The security of your Personal Data is super important to us, no doubt! But here's the thing to remember: no method of transmission over the Internet or electronic storage is ever 100% foolproof. While we bust our butts to use commercially acceptable ways to protect your Personal Data, we just can't guarantee its absolute security. It's the internet, after all! 🤷‍♀️
### 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.
## Kiddo Privacy (13 & Under)
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect any personally identifiable info from anyone younger than 13. If you're a parent or guardian and you know your kiddo has given us Personal Data, please hit us up! If we ever find out we've collected Personal Data from anyone under 13 without verified parental consent, we'll take steps to delete that info from our servers. Promise! 🙏
## Children's Privacy
Our Service isn't directed at anyone under the age of 13. We do not knowingly collect personally identifiable information from anyone under 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 discover that we have collected Personal Data from anyone under 13 without verification of parental consent, we will take steps to remove that information from our servers.
If we ever need to lean on consent as the legal basis for processing your info, and your country requires parental consent, we might just ask for your parent's approval before we collect and use that info. Just making sure everyone's on the same page!
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.
## Links to Other Websites (Heads Up!)
Our Service might have links that lead to other websites not run by us. If you click on a third-party link, you'll be whisked away to that third party's site. We *highly* recommend you check out the Privacy Policy of every single site you visit. 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'll be directed to that third party's site. We strongly advise you to review the Privacy Policy of every site you visit.
We have zero control over, and take zero responsibility for, the content, privacy policies, or practices of any third-party sites or services. Just keeping it real! 🚫
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
## Changes to This Privacy Policy (It Happens!)
We might update our Privacy Policy every now and then. When we do, we'll let you know about any changes by posting the new Privacy Policy right here on this page.
## Changes to this Privacy Policy
We may update our Privacy Policy from time to time. We will notify you of any changes by posting the new Privacy Policy on this page.
Before any changes kick in, we'll give you a heads-up via email and/or a prominent notice on our Service. We'll also update that "Last Updated" date at the very top of this Privacy Policy. You won't miss it!
Before changes take effect, 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 recommend you give this Privacy Policy a regular peek to catch any changes. Changes to this Privacy Policy are effective when they're posted 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.
## Get in Touch! 👋
Got any questions about this Privacy Policy? Don't be shy! You can reach us this way:
## Contact Us
If you have any questions about this Privacy Policy, you can reach out to us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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# Service Terms
# Terms of Service
*Effective Date: June 1, 2025*
---
Welcome to **ai.hubtoday** (referred to as "**This Site**" or "**We**"). Before using This Site's services, please carefully read the following Service Terms. By accessing or using This Site, you agree to and accept these terms.
Hey there! Welcome to **ai.hubtoday** (which we'll call "**the Site**" or "**we**"). Before you dive into our services, please make sure to read these Terms of Service carefully. By accessing or using the Site, you're essentially saying 'Yep, I agree!' to everything here. Let's get started!
## 1. Service Introduction
**This Site** provides users with paid subscription content and membership services. These include, but are not limited to, blog posts, exclusive resources, e-books, and community interactions. Some content is exclusively accessible to subscribed users.
**The Site** is all about giving you awesome paid subscription content and membership services. Think blog posts, exclusive resources, e-books, and lively community interactions the whole shebang! Just a heads-up, some of that cool content is only for our subscribed users.
## 2. User Registration and Accounts
* **Users** must provide a valid email address and set a password to register for an account.
* **Users** are responsible for their account's security and all activities under it. **Transferring or sharing accounts is prohibited.**
* **This Site** reserves the right to **suspend or terminate** a user's account if they violate these terms.
## 2. User Registration & Accounts
- **To get an account**, you'll need to give us a valid email address and set up a password. Keep it safe!
- **You** are fully responsible for keeping your account secure and for all the activity happening under it. Seriously, no transferring or sharing your account that's a big no-no!
- If **you** break these terms, we might have to hit pause or even stop your account altogether. 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 (e.g., Stripe, PayPal). This Site does not store your payment information.
* **Subscriptions** will **automatically renew** unless you cancel before the end of the current billing cycle.
* **14-day Refund Policy**: First-time subscribers who are unsatisfied with the service can request a full refund within 14 days of purchase. Please contact us via the email provided at the end of these terms, explaining your reason for the refund. Each user is eligible for only one refund. Beyond 14 days or for non-first-time subscriptions, **no refunds** will be issued after payment, unless legally mandated.
- **Our subscription services** are billed monthly or annually you'll see the exact cost clearly laid out on the checkout page. No surprises!
- **All payments** go through trusted third-party platforms (like Stripe, PayPal). Rest assured, we don't ever store your payment info on our end.
- **Your subscription** will conveniently auto-renew, so you don't miss a beat! Unless, of course, you decide to cancel it before your current billing cycle ends.
- **Got buyer's remorse?** For first-time subscribers, we've got a cool **14-day refund policy**! If you're not thrilled with the service within 14 days of purchase, just hit us up via the contact email at the bottom of these terms and tell us why. Heads up: this full refund offer is a one-time deal per user. After 14 days, or if you're not a first-timer, payments are generally non-refundable unless the law absolutely insists.
## 4. Content Usage and Intellectual Property
* **All original content** is **copyrighted by This Site (hubtoday)**. Unauthorized copying, reproduction, or commercial use is prohibited.
* **Users** are granted only a **non-exclusive, non-transferable right of access** for personal learning and reading.
* **For commercial use or extensive citation**, please contact This Site for authorization.
## 4. Content Use & Intellectual Property
- **All the original content** you find here? That's copyrighted by us, **the Site (hubtoday)**. So, no unauthorized copying, reprinting, or using it for commercial purposes, okay?
- **You** get a non-exclusive, non-transferable pass to access this content strictly for your personal learning and reading pleasure.
- Thinking about using our stuff for **commercial purposes** or quoting it a lot? Awesome! Just reach out to us first to get permission.
## 5. User Conduct Guidelines
* **Users are prohibited from** uploading, posting, or distributing any content that is illegal, harassing, false, offensive, or infringes upon others' rights.
* **It is prohibited to** mass download, scrape, or crack membership content through technical means.
* **This Site** reserves the right to remove inappropriate content and **ban violating users**.
- **Here's the deal with user behavior**: **You're totally forbidden** from uploading, posting, or spreading anything illegal, harassing, fake, offensive, or stuff that steps on other people's rights. Let's keep it positive!
- Also, **no sneaky bulk downloading, scraping, or trying to hack** into our member content using technical tricks. Not cool, and totally off-limits!
- If we spot anything funky or someone breaking the rules, **we** have the right to zap that inappropriate content and even ban the offending user. Play nice!
## 6. Service Changes and Interruptions
* **We** reserve the right to change, suspend, or terminate part or all of the services at any time without prior notice.
* **This Site** will **not be liable for compensation** if content is temporarily inaccessible due to force majeure, server failures, or third-party service interruptions.
## 6. Service Changes & Interruptions
- **Heads-up on service changes**: **We** reserve the right to tweak, pause, or even stop any part or all of our services whenever we need to, without giving you a heads-up beforehand. Just how things go sometimes!
- If **content** becomes temporarily unavailable due to things we can't control like an act of God, a server hiccup, or a third-party service going down **we** won't be on the hook for any compensation. Bummer, but true.
## 7. Disclaimer
* **The information provided by This Site** is for reference only and **does not constitute** any professional advice (e.g., financial, legal, medical).
* **This Site** **shall not be responsible** for any direct or indirect losses incurred by users due to the use of This Site's content or services.
- **Our disclaimer is simple**: **The information we provide** here is purely for your reference. It's definitely not professional advice so don't take it as financial, legal, medical, or any other kind of expert guidance.
- **We** also can't be held responsible for any direct or indirect losses you might run into from using our content or services. Just keeping it real!
## 8. Governing Law
* **These Service Terms** shall be governed by and construed in accordance with the laws of the State of California, USA, without regard to its conflict of law principles.
* **Any disputes** arising out of or in connection with these terms shall first be resolved amicably through negotiation between the parties. If negotiation fails, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California.
- **Let's talk law**: **These Terms of Service** are governed by and interpreted according to the awesome laws of California, USA, ignoring any conflict of law principles. West Coast vibes!
- **Got a beef?** Any disputes that pop up from or relate to these terms should first be sorted out with a friendly chat between us. If we can't hash it out, then you agree to take it to the courts in Santa Clara County, California. Home turf!
## 9. Contact Information
* **For any questions** regarding these terms, please contact us via the following methods:
* **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- **Got questions about these terms?** Don't hesitate to hit us up!
- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)