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---
linkTitle: 10-31-Daily
title: 10-31-Daily AI News Daily
weight: 1
breadcrumbs: false
comments: true
description: 'NVIDIA just dropped a bombshell at GTC: NVIDIA NVQLink! 🤯 This open
system architecture is designed to tightly couple GPU computing with quantum processors,
.'
---
## AI News Daily 2025/10/31
> AI News | Daily Briefing | Web Data Aggregation | Cutting-Edge Science Exploration | Industry Voice | Open Source Innovation | AI & Humanity's Future | [Visit Web Version](https://ai.hubtoday.app/) | [Join Community](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
```
NVIDIA launches NVQLink integrating quantum computing, Google introduces StreetReaderAI empowering the visually impaired.
Vercel boosts sales efficiency with AI agents, MiniMax releases low-latency speech synthesis Speech 2.6.
Sora 2 updates enhance creative interaction. OpenAI tech drastically cuts AI training costs.
Google's massive AI investment leads to a Gemini user surge. AI layoffs signal compute investment reshaping employment.
Medical AI diagnostics, intelligent agent memory management, and other technologies continue to advance, while AI applications face integration challenges.
```
### Product & Feature Updates
1. NVIDIA just dropped a bombshell at GTC: **NVIDIA NVQLink**! 🤯 This open system architecture is designed to tightly couple GPU computing with quantum processors, aiming to build accelerated quantum supercomputers. This isn't just an announcement; it's a peek into the future of **#quantum-GPU** computing. Quantum computing is no longer an isolated island; it's seamlessly integrating with classic high-performance computing, bringing immense power to the table 🤝. [Watch NVIDIA's Blueprint for the Quantum Supercomputing Future](https://blogs.nvidia.com/blog/nvidia-gtc-washington-dc-2025-news/#quantum) and witness the next big leap in the world of computing power! 🚀<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k8tv9ek1ec1vzf7fkbcygkrf.mp4" controls="controls" width="100%"></video><br/>
2. **StreetReaderAI** just dropped from Google Research! This accessible Street View prototype system, powered by multimodal AI **Gemini**, empowers blind or low-vision folks to "understand" and explore Google Street View through voice interaction 🗺️. It's like having a talking virtual guide, generating real-time voice descriptions, engaging in smart conversations, and supporting voice or keyboard navigation, making digital world exploration barrier-free! (o´ω'o)ノ This research isn't just a huge leap for accessibility tech; it's [A Deep Dive into How AI Can Bridge Sensory Gaps and Build Inclusive Digital Experiences](https://research.google/blog/streetreaderai-towards-making-street-view-accessible-via-context-aware-multimodal-ai/)! ❤️<br/>![StreetReaderAI System Provides Street View Descriptions for the Blind](https://source.hubtoday.app/images/2025/10/news_01k8tvag6zfdkaxqdcr1yq85w9.avif)<br/>
3. MiniMax has unleashed its latest voice tech, **Speech 2.6**! 🗣️ This bad boy boasts latency under **250ms**, smartly handles text like URLs and dates, delivers human-like voice effects, and even supports smooth mixed-language reading in over 40 languages. This version doesn't just do voice cloning; it expresses rich emotions, making AI voices sound less like cold machines and more like warm conversations 🔥. Some users did grumble that the official demo video didn't quite show off its emotional capabilities, making it [A Slight "Fumble"](https://x.com/imxiaohu/status/1983696836859920823), but that still can't hide the huge potential of this tech! (´・ω・`)<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k8tvqrycfazbkpb7qr1a1c8z.mp4" controls="controls" width="100%"></video><br/>
4. **Sora's** app just got a major revamp! ✨ They've added a character creation feature, so users can now craft virtual characters and have them "star" in videos, making creation super personalized and fun. Plus, the draft page now supports splicing multiple videos for publishing, and the search page includes a leaderboard, helping quality content and creators stand out and fostering a vibrant community 👨‍👩‍👧‍👦. [These Updates Will Undoubtedly Further Ignite Users' Creative Passion](https://x.com/op7418/status/1983740165735772375), causing Sora 2's daily active users to skyrocket again! 🚀<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k8tvskhdfka92byymba66x21.mp4" controls="controls" width="100%"></video><br/>
### Cutting-Edge Research
1. A breakthrough tech called "**Online Policy Distillation**" has just been unveiled by the lab led by former OpenAI CTO, **Mira Murati**! 🤯 This game-changing technique allows small models with just **8B** parameters to rival the performance of massive **32B** models, while slashing training costs by a whopping **90%**. How? Through a "dense feedback per token" mechanism, the teacher model scores and guides every token generated by the student model in real-time, achieving an efficiency leap of **50-100x**! Talk about an AI training revolution 🔥. This research doesn't just crack the "catastrophic forgetting" puzzle; [Its Lightweight Architecture Opens the Door for SMEs and Individual Developers to Train Specialized AI at Low Cost](https://www.aibase.com/zh/news/22380), pushing AI from a "giant's game" towards a truly "universal tool"! 🚀
2. How do you teach AI to "think when it needs to," instead of overthinking every little thing? 🤔 A fresh paper introduces the **TON** strategy, which uses "thought discarding" and reinforcement learning to train Vision-Language Models (VLMs) to autonomously decide when to generate detailed reasoning processes 🧠. Experiments show that this method can slash generation length by up to **90%** without sacrificing, or even improving, performance! This brings AI's thinking patterns closer to the human blend of "intuition and deep thought." [This Research Paves a New Path for More Efficient and Human-like AI Reasoning Models](https://arxiv.org/abs/2505.16854), moving us one step closer to true intelligence! 💡
3. **UnifiedReward-Think** is here! A new paper introduces this bad boy, the first unified multimodal "chain-of-thought" reward model. ✅ It evaluates visual understanding and generation tasks through multi-dimensional, long-chain step-by-step reasoning, making reward signals more reliable and robust. The model uses an exploration-driven reinforcement learning approach, cold-starting with reasoning processes distilled from **GPT-4o**, then fine-tuning with massive data to explore diverse reasoning paths and optimize solutions 💡. This research pretty much screams that [Integrating Explicit Long-Chain Thinking into Reward Models is Key to Enhancing Their Reliability](https://arxiv.org/abs/2505.03318), opening up fresh avenues for model alignment! (✧∀✧)
4. AI Medical Diagnosis just got a huge boost! 🩺 A new paper shows how integrating **image analysis**, **thermal imaging**, and **audio signal processing** can lead to early detection of major diseases like skin cancer, vascular thrombosis, and cardiopulmonary anomalies. Talk about an AI medical diagnosis "trident"! This framework, using fine-tuned models like **MobileNetV2**, Support Vector Machines, and Random Forests, achieved competitive accuracy rates on their respective tasks. Plus, the whole system is lightweight, perfect for deployment on low-cost devices 📱. This research offers a super promising blueprint for developing scalable, real-time, and easily accessible AI pre-diagnostic healthcare solutions, [Making High-Quality Early Screening No Longer a Distant Dream](https://arxiv.org/abs/2510.25199)! ❤️
### Industry Outlook & Social Impact
1. **Vercel**, the cloud platform company, just put on a real-life "human-machine collaboration" show! 🤖 By training AI agents to mimic top salespeople's workflows, they successfully slimmed down a **10-person** sales team to just **1 human** plus an AI robot. This AI agent automatically handles tedious tasks like email auditing, client screening, and information gathering, freeing up human employees to focus on more creative outreach. Talk about a massive leap in sales efficiency! 🚀 Vercel's practice proves that [AI is Not Just a Tool for Cost Reduction and Efficiency, But Also a Catalyst for Reshaping Organizational Structures and Work Models](https://www.aibase.com/zh/news/22379), suggesting human-AI collaboration will be way tighter in the future 🤔.
2. **Cognition AI** just dropped **SWE-1.5**, a billion-parameter model optimized specifically for software engineering tasks! 💻 It's designed to bridge the gap between "thinking speed" and "thinking depth" in AI coding tools. By unifying model optimization, inference engines, and agent frameworks, SWE-1.5 achieved near-top performance on the tough **SWE-Bench** benchmark, all while being several times faster—**6x** faster than Haiku 4.5 and a scorching **13x** faster than Sonnet 4.5 🔥! This signals that AI coding tools are moving from "usable" to truly "good-to-use" production-grade applications, [Bringing Unprecedented Efficiency Revolution to Developers](https://cognition.ai/blog/swe-1-5)! 🚀<br/>![Cognition AI Releases SWE-1.5 Model](https://source.hubtoday.app/images/2025/10/news_01k8tvt2w7fs6syz33xen29jq4.avif)<br/>
3. The recent **US layoff wave** is hiding two totally different AI stories! 🧐 Tech giants are laying off folks to free up budget for **GPUs**, while traditional industries are trimming staff because AI tools have genuinely boosted productivity. The former are "buying shovels," the latter are buying "gold dug with shovels," and semiconductor companies are chilling in the middle, collecting rent from the entire value chain—a bizarre industrial cycle 🔄. This phenomenon reveals that wealth is concentrating in computing power at an unprecedented speed, [Rather Than Labor, the Position of Most Workers is Being Redefined](https://m.okjike.com/originalPosts/6902b073130051d46bc69917). This might not be an economic recession, but a profound rebalancing of social structure 🤔. <br/>![The AI Story Behind the US Layoff Wave](https://source.hubtoday.app/images/2025/10/news_01k8tvg0v9erkbr4p9pmadp0gf.avif)<br/>
4. Google's Q3 earnings report just showed off the sweet returns from its heavy bet on AI! 📈 Revenue soared past $100 billion for the first time, **Gemini** monthly active users hit **650 million**, and cloud order backlog surged by **46%** almost every business line is cashing in on AI's dividends. Google processes an astounding **1300 trillion** tokens every month, which is **20 times** more than the same period last year, proving its AI commercialization is leading the pack industry-wide! 🚀 [This Series of Impressive Data](https://x.com/frxiaobei/status/1983781924389974037) injects a serious dose of confidence into AI's commercial future! 💪
5. The "**Remote Labor Index**" (RLI) has just been unveiled in a new study! 🤖 This benchmark tests AI agents' performance on **240** real-world freelance tasks—basically a huge skill assessment for AI "workers." The results show that **Manus**, currently the top-performing AI agent, only successfully completed **2.5%** of projects. But hey, newer models are consistently outperforming older ones, indicating AI's ability to automate remote work is steadily climbing 📈. [Check Out This Fun AI Capability Testing Website](https://remotelabor.ai) to see how far AI is from taking our jobs! (o´ω'o)ノ
### Open Source TOP Projects
1. **Storybook** (⭐88.3k) has officially become the industry-standard workshop for UI component development, documentation, and testing! 🎨 It lets frontend developers build and showcase UI components in an isolated environment, massively boosting development efficiency and collaboration. [This Powerful Open-Source Tool is an Indispensable Part of Modern Frontend Development](https://github.com/storybookjs/storybook), helping teams build more robust and consistent user interfaces! (✧∀✧)
2. AI agents' "memory" problems are finally getting fixed! 🧠 The **mem0** (⭐42.2k) project is all about building a universal memory layer for AI agents, and they've released **OpenMemory MCP** for local and secure memory management. This allows AI agents to have long-term memory, just like humans, [Maintaining Contextual Coherence and Decision Consistency in Complex Tasks](https://github.com/mem0ai/mem0). This is a crucial step towards achieving truly autonomous agents! 🚀
3. Tencent has open-sourced **WeKnora** (⭐6.8k)! 📚 This Large Language Model-driven framework uses the **RAG** paradigm, focusing on deep document understanding, semantic retrieval, and context-aware Q&A. This project provides powerful tools for processing and understanding complex documents, [Enabling Developers to Easily Build Smart Q&A Systems Capable of "Reading" Massive Data](https://github.com/Tencent/WeKnora). It's got massive potential in knowledge management and information retrieval! 💡
4. In the medical imaging AI space, **MONAI** (⭐7.1k) is an absolutely indispensable open-source toolkit! 🩺 It provides a wealth of tools and standardized workflows for deep learning research and applications in medical imaging. This project, built by experts from academia and industry, [Aims to Accelerate AI Applications and Innovations in Medical Diagnosis](https://github.com/Project-MONAI/MONAI), making AI tech better serve human health! ❤️
### Social Media Shares
1. **AI IDEs** like **Cursor** and **Windsurf** are starting to develop their own code models! 👨‍💻 This is a big deal, signaling that AI programming tools are hustling to break free from their reliance on upstream model providers and grab more autonomy. With tons of user scenarios and real-world data, AI IDEs, through targeted **RL** training, totally have the potential to go head-to-head with general large models in the coding arena 🤔. [This Trend Suggests That Competition in the AI Programming Field Will Become More Intense and Verticalized](https://x.com/Gorden_Sun/status/1983854649817100747), hinting at more "small but mighty" specialized code models popping up in the future! (✧∀✧)
2. **Viggle's** multi-person tracking and object replacement features are powerful, no doubt, but when the replaced object differs too much in shape from what's replacing it, you get the hilariously cringe-worthy "uncanny valley" effect! 😂 One user tried swapping Jackie Chan with a cat in "Rob-B-Hood," and the video's vibe totally flipped, filled with creepy hilarity 🤣. [This Amusing Failure Case](https://m.okjike.com/originalPosts/690320bc8b5c85c4826a351d) vividly shows the current limitations of AI video tools when dealing with complex dynamic scenes. Looks like AI has a long way to go for perfect "transformation"! (´・ω・`)<br/></video><br/>
3. A Jike user shared his "**8 Steps for Product Launch**"—a systematic checklist for getting a website or product live! Checklist. It covers crucial stages from domain resolution and server configuration to monitoring alerts and backup strategies 👍. This methodology is incredibly valuable for any developer or team looking to launch an online service, effectively helping them avoid all sorts of "pitfalls" post-launch. [Check Out This Super Practical Launch Guide](https://m.okjike.com/originalPosts/6902c4a57a7bdc15559bd9ae) to make your product launch process super smooth and reliable! (o´ω'o)ノ<br/>![8 Steps for Product Launch](https://source.hubtoday.app/images/2025/10/news_01k8tvg3ryfd7vb1h3r80g94fq.avif)<br/>
4. **AI** is stepping up to bring some much-needed structure to our messy human thoughts and processes! 🤔 The current systems are a hot mess precisely because humans are messy. AI's role isn't just about mimicking intelligence; it's about tidying up and optimizing chaotic information and processes through algorithms and models. This leads to building systems that are more reliable, easier to understand, and totally auditable 💡. [This Perspective Offers a New Dimension for Understanding AI's Value](https://www.reddit.com/r/artificial/comments/1ojsvfp/our_systems_are_messy_because_humans_are_messy_ai/), essentially seeing AI as the "structuring tool" for human thought! 🧐
---
## **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)|
| ![Bistro](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intel Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,59 +2,62 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-10/2025-10-29
next: /en/2025-10/2025-10-30
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/10/30
## AI News Daily 2025/10/31
> `AI News` | `Daily Briefing` | `Aggregated Web Data` | `Frontier Science Exploration` | `Industry Voices` | `Open Source Innovation` | `AI and Humanity's Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
> AI News | Daily Brief | Web Data Aggregation | Cutting-Edge Scientific Exploration | Industry Voices | Open Source Innovation | AI & Human Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
```
OpenAI open-sources two content safety classification models to help the community more effectively filter unsafe content.
Tencent Hunyuan pioneers interactive AI podcasts, allowing users to ask questions to AI hosts and guests anytime.
In the industry, OpenAI CEO Altman announced an IPO as the most likely path, planning to invest trillions of dollars.
Meanwhile, NVIDIA CEO Jensen Huang stated that China's Tongyi Qianwen has dominated the global open-source model market.
Douyin is developing an AI rumor governance agent using large models, aiming to combat online rumors with AI technology.
NVIDIA launched NVQLink, integrating quantum computing, while Google introduced StreetReaderAI to empower the visually impaired.
Vercel boosted sales efficiency with AI agents, and MiniMax released low-latency speech synthesis Speech 2.6.
Sora 2 updates enhanced creative interaction. OpenAI's technology significantly cut AI training costs.
Google poured massive investments into AI, leading to a surge in Gemini users. The AI layoff wave signals compute investment reshaping employment.
Medical AI diagnostics, intelligent agent memory management, and other technologies continue to advance, while AI applications face integration challenges.
```
### Product & Feature Updates
1. OpenAI is doubling down on safety with the release of **gpt-oss-safeguard**, two new open-source inference models designed specifically for content safety classification. These models are here to help developers and communities more effectively identify and filter unsafe content, showcasing OpenAI's continuous drive for responsible AI development. This open-sourcing is a game-changer, providing robust tools to build a safer AI ecosystem and truly fasten the "safety belt" on AI applications. 🚀 It's a big win for content moderation! [This open-sourcing will undoubtedly provide powerful tool support for building a safer AI ecosystem (AI News)](https://openai.com/index/introducing-gpt-oss-safeguard/).
2. Tencent Hunyuan has launched the first-ever "Interactive AI Podcast" in China, a total game-changer for traditional one-way listening! Now, you can pepper AI hosts and guests with questions anytime while you listen. This feature isn't just about getting instant answers; it also lets you customize podcast styles and voices, making the whole experience incredibly personal and efficient. Talk about a glow-up for podcasts from just "listening" to straight-up "chatting"! 🎙️ [Users can experience this new way of information retrieval by visiting Tencent Hunyuan's official website (AI News)](https://www.aibase.com/zh/news/22353).<br/>![AI News: Tencent Hunyuan Interactive AI Podcast Interface](https://source.hubtoday.app/images/2025/10/news_01k8r6h2b5f9prwenenawmmsbz.avif)<br/>
3. **Pomelli**, an AI-powered automated marketing tool, has just launched from a joint effort by Google Labs and DeepMind. You just feed it your website URL, and boom—it automatically analyzes your brand's DNA and whips up consistent, high-quality marketing content. This tool is a game-changer for small and medium-sized businesses, lowering the marketing barrier by building "business DNA" in three easy steps, and rapidly producing stellar social posts and ad materials. Think of it as your very own "virtual marketing department"! 🤖 The introduction of Pomelli directly takes on design giants like Adobe and Canva, signifying a spicy new phase for AI-driven marketing automation. 🔥 [Pomelli's launch directly challenges design giants like Adobe and Canva (AI News)](https://labs.google.com/u/0/pomelli/about/).<br/></video><br/>
1. NVIDIA just dropped some serious tech at GTC, folks! 🚀 They unveiled **NVIDIA NVQLink**, an open system architecture designed to tightly couple GPU computing with quantum processors. The goal? To build accelerated quantum supercomputers. This isn't just a big deal; it signals that the future of **#quantum-GPU** computing is officially here. Quantum computing is no longer an isolated island—it's seamlessly integrating with classic high-performance computing, ready to unleash immense power. [Click to watch NVIDIA's blueprint for the future of quantum supercomputing (AI News)](https://blogs.nvidia.com/blog/nvidia-gtc-washington-dc-2025-news/#quantum) and witness the next giant leap in the world of computing power! ✨<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k8tv9ek1ec1vzf7fkbcygkrf.mp4" controls="controls" width="100%"></video><br/>
2. Google Research just unveiled **StreetReaderAI**, a groundbreaking prototype system for accessible Street View, powered by multimodal AI **Gemini**! 🗺️ This awesome tech lets blind or low-vision individuals "hear" and explore Google Street View through voice interaction. It's like having a talking virtual guide, offering real-time voice descriptions, smart conversations, and voice/keyboard navigation, making digital world exploration barrier-free. This research isn't just a huge leap in accessibility tech; it's also [a profound exploration of how AI can bridge sensory gaps and build inclusive digital experiences (AI News)](https://research.google.com/blog/streetreaderai-towards-making-street-view-accessible-via-context-aware-multimodal-ai/). Pretty cool, right? ✨<br/>![AI News: StreetReaderAI system provides Street View descriptions for the blind](https://source.hubtoday.app/images/2025/10/news_01k8tvag6zfdkaxqdcr1yq85w9.avif)<br/>
3. MiniMax just dropped **Speech 2.6**, their latest voice tech, boasting latency under **250ms**! 🤯 This version intelligently handles text like URLs and dates, delivers incredibly lifelike speech, and even supports fluent mixed-language reading across 40+ languages. Beyond voice cloning, it expresses a rich range of emotions, making AI voices sound warm and human, not just cold machines. 🔥 While some users griped that the official demo didn't fully showcase its emotional prowess, leading to [a bit of a "flop" (AI News)](https://x.com/imxiaohu/status/1983696836859920823), its massive potential is still undeniable. This is huge! ✨<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k8tvqrycfazbkpb7qr1a1c8z.mp4" controls="controls" width="100%"></video><br/>
4. Sora's APP just got a massive update, adding a cool new character creation feature! Users can now craft virtual characters to "star" in their videos, making creation super personalized and fun. ✨ Plus, the draft page now supports stitching multiple videos together for publishing, and the search page has a new leaderboard, helping quality content and creators shine. The community vibe is getting seriously strong! 💪 [These updates will undoubtedly further ignite users' creative passion (AI News)](https://x.com/op7418/status/1983740165735772375), sending Sora 2's daily active user numbers soaring again. Get ready for some epic creations! 🚀<br/><video src="https://source.hubtoday.app/images/2025/10/news_01k8tvskhdfka92byymba66x21.mp4" controls="controls" width="100%"></video><br/>
### Frontier Research
1. Alibaba DAMO Academy has released a technical report on **Tongyi DeepResearch**, an **Agentic LLM** specifically designed for long-duration, in-depth information search tasks. 🕵️‍♀️ This model crushes complex reasoning and information retrieval thanks to an innovative end-to-end training framework, combining Agentic pre-training and post-training phases. What's even cooler is its ability to achieve large-scale data synthesis without expensive manual annotations! With a whopping **30.5B** parameters, **Tongyi DeepResearch** has already hit SOTA performance across multiple Agentic deep research benchmarks. The open-sourcing of its model, framework, and complete solution is set to significantly empower the community. ✨ [The open-sourcing of its model, framework, and complete solution will greatly empower the community (AI News)](https://arxiv.org/abs/2510.24701).
2. Ever wonder how to truly evaluate a large model's ability to pinpoint specific emotional expressions in text? 🤔 A new paper introduces the **SEER** benchmark, specifically designed to test LLMs' capacity to locate the exact text spans that convey emotion, rather than simply labeling entire sentences. Research indicates that while some models approach human-level performance on single-sentence tasks, their accuracy nosedives when tackling longer paragraphs, revealing issues like over-reliance on keywords. This benchmark offers a more refined evaluation tool for the field of emotion computing, driving AI to better grasp the subtle complexities of human emotions. 🧠 [Providing a more refined evaluation tool for the field of emotion computing (AI News)](https://arxiv.org/abs/2510.03490).
3. Generating long, information-rich, and factually accurate text remains a tough nut to crack for LLMs. 😵‍💫 To address this, researchers have introduced the **LongWeave** benchmark, which brilliantly balances real-world query needs with verifiable evaluation. This benchmark employs a "constrained-validator evaluation" method, ensuring tasks are both realistic and objectively measurable, capable of rigorously assessing a model's long-text generation prowess under complex real-world constraints. Evaluations of **23** leading LLMs reveal that even the most advanced models grapple with immense challenges when faced with real-world complexity and extended outputs, underscoring the vast potential for growth in this field. 📈 [Even the most advanced models face huge challenges when dealing with real-world complexity and long outputs (AI News)](https://arxiv.org/abs/2510.24345).
### Cutting-Edge Research
1. **Mira Murati's** lab, led by the former OpenAI CTO, just dropped a bombshell: a breakthrough technique called "online policy distillation"! 🤯 This tech allows a small **8B**-parameter model to achieve performance on par with a massive **32B** model, all while slashing training costs by a staggering **90%**. How? Through a "dense feedback per token" mechanism, where a teacher model scores and guides every token generated by the student model in real-time, leading to a **50-100x** efficiency leap. This is nothing short of a revolution in AI training! 🔥 Not only does this research solve the "catastrophic forgetting" problem, but [its lightweight architecture opens the door for SMEs and individual developers to train dedicated AI at low cost (AI News)](https://www.aibase.com/zh/news/22380), pushing AI from a "giant's game" towards becoming a truly "universal tool." This is a game-changer! ✨
2. A new paper tackles a fascinating question: how can we teach AI to "think when it needs to," rather than overthinking every single problem? 🤔 It introduces the **TON** strategy, which uses "thought discarding" and reinforcement learning to train Vision-Language Models (VLMs) to autonomously decide when to generate detailed reasoning processes. Experiments show that this method can slash generation length by up to **90%** without sacrificing—and sometimes even improving—performance! This makes AI's thinking patterns much closer to the human blend of "intuition and deep thought." Mind-blowing, right? 🧠 [This research paves a new path for achieving more efficient, human-like AI reasoning patterns (AI News)](https://arxiv.org/abs/2505.16854), moving us one step closer to true intelligence. Brilliant! ✨
3. A new paper introduces **UnifiedReward-Think**, the first unified multimodal "Chain-of-Thought" reward model! ✨ This bad boy evaluates visual understanding and generation tasks using multi-dimensional, long-chain, step-by-step reasoning, making reward signals way more reliable and robust. 💪 The model kicks off with an exploration-driven reinforcement learning approach, cold-starting with reasoning processes distilled from **GPT-4o**, then fine-tuning with massive datasets to explore diverse reasoning paths and optimize solutions. This research totally proves that [integrating explicit long-chain reasoning into reward models is key to enhancing their reliability (AI News)](https://arxiv.org/abs/2505.03318), opening up fresh avenues for model alignment. Super smart! 💡
4. A new paper just dropped, showcasing how AI can be a total game-changer for early detection of major diseases like skin cancer, vascular thrombosis, and cardiopulmonary anomalies! 🩺 It's like an AI medical diagnostic "trident," integrating **image analysis**, **thermal imaging**, and **audio signal processing**. The framework uses fine-tuned models like **MobileNetV2**, Support Vector Machines, and Random Forests, achieving competitive accuracy on each task. Plus, the whole system is lightweight, perfect for deployment on low-cost devices. 📱 This research lays out a super promising blueprint for developing scalable, real-time, and easily accessible AI pre-diagnostic healthcare solutions, genuinely [making high-quality early screening no longer a distant dream (AI News)](https://arxiv.org/abs/2510.25199). How cool is that? ❤️
### Industry Outlook & Social Impact
1. **OpenAI** CEO Sam Altman has officially announced that an IPO is now the "most likely path" for the company's future, unveiling a staggering **$1.4 trillion** AI infrastructure investment plan with a goal of adding **1 gigawatt** of computing power every week! 🤯 These bombshell announcements don't just open a direct window for global investors to dive into the AGI frontier; they also signal that the AI race has entirely shifted from algorithm innovation to a heavy-asset model of "compute infrastructure + capital endurance." 🔥 OpenAI's IPO sprint and massive gamble project a compute arms race that's already kicked off and will totally reshape the tech industry landscape. 🚀 [OpenAI's IPO sprint and high-stakes investment (AI News)](https://www.aibase.com/zh/news/22324).
2. Douyin Group VP Li Liang has publicly stated that AI tech is making it way easier to cook up rumors, and rumor governance has become Douyin's number one priority this year. 🛡️ He spilled the tea that Douyin is leveraging large models to develop a "**rumor governance agent**," capable of quickly scanning authoritative sources across the web to proactively identify and tackle misinformation—essentially fighting fire with fire. 🔥 However, he also emphasized that technology isn't a magic bullet, urging all sectors of society to band together to combat rumors at their source and build a trustworthy online environment. 🤝 [Calling on all sectors of society to work together to combat rumors at the source (AI News)](https://www.aibase.com/zh/news/22344).<br/>![AI News: Douyin Group VP Li Liang on AI Rumor Governance](https://source.hubtoday.app/images/2025/10/news_01k8r6h4yjedb8rcbpgzkwq3a9.avif)<br/>
3. 360 Group has proudly unveiled the world's first agent platform boasting full **L2-L4** capabilities, alongside an upgrade to its core engine, the **SEAF** agent factory. This platform is gunning to provide a "ready-to-go," one-stop solution for government and enterprise AI transformation. 💼 It directly tackles the three big headaches these organizations face when adopting AI: "unusable, difficult to use, and untrustworthy." By offering full lifecycle management and a low-code toolchain, even non-technical departments can quickly build business agents. 360 is using agents as its entry point, essentially packaging large model capabilities into "digital employees," which is a smart move. This shift is pushing AI from mere "tech demos" to "practical implementation," blazing a pragmatic trail for industrial AI adoption in China. ✨ [360 uses agents as an entry point, encapsulating large model capabilities into "digital employees" (AI News)](https://www.aibase.com/zh/news/22338).
4. At the **GTC** conference, NVIDIA CEO Jensen Huang revealed data showing that China's Ali **Tongyi Qianwen Qwen** has seized the dominant spot in the global open-source model market, and its lead is seriously expanding! 🥇 Huang didn't mince words, stating that open-source models are the lifeblood for startups and a key pillar of national AI strategies. He even gave a shout-out to **Qwen** and **DeepSeek** as the top open-source models, stressing that the platform that wins over developers will ultimately win the AI future. 🏆 This declaration is a major nod to China's open-source AI ecosystem, signaling that open-source power is profoundly reshaping the global AI landscape. 🌍 [This statement is undoubtedly a high affirmation of China's open-source AI ecosystem (AI News)](https://m.okjike.com/originalPosts/6901d8f1d9abb9785d030dda).<br/>![AI News: Jensen Huang's Chart on Global Open-Source Model Adoption](https://source.hubtoday.app/images/2025/10/news_01k8r6h8kve8qvyb4y633gvp2z.avif)<br/>
5. **PayPal** has announced a partnership with **OpenAI**, set to enable payment features directly within **ChatGPT** and co-create an AI shopping assistant. 🛍️ This means chatting and spending money will become a seamless experience! This collaboration implies that users could soon complete shopping, bookings, and other transactions right within their ChatGPT conversations, rapidly accelerating the formation of a commercial closed loop for AI Agents. 💰 The teaming up of these two giants totally heralds the arrival of the conversational commerce era, promising future consumer experiences that are way smarter and super convenient. ✨ [The collaboration between these two giants heralds the arrival of the conversational commerce era (AI News)](https://www.reddit.com/r/artificial/comments/1oibje9/paypal_strikes_deal_to_enable_payments_in_chatgpt/)
1. Cloud platform company **Vercel** just put on a real-life human-AI collaboration show! 🤯 By training AI agents to mimic top salespeople's workflows, they successfully streamlined a **10-person** sales team down to just **1 human + 1 bot**. This AI agent automates tedious tasks like email auditing, client screening, and information gathering, freeing up human employees to focus on more creative expansion work. Talk about a massive leap in sales efficiency! 🚀 Vercel's experience clearly demonstrates that [AI is not just a tool for cost reduction and efficiency improvement, but also a catalyst for reshaping organizational structures and work models (AI News)](https://www.aibase.com/zh/news/22379). Looks like human-AI collaboration is only going to get tighter in the future. Super exciting! ✨
2. **Cognition AI** just launched **SWE-1.5**, a massive billion-parameter model optimized specifically for software engineering tasks! 💻 It's designed to solve the tricky balance between "thinking speed" and "thinking depth" in AI programming tools. By unifying model optimization, inference engines, and agent frameworks, this model achieved near-top-tier performance on the tough **SWE-Bench** benchmark, while boosting speed severalfold—it's **6x** faster than **Haiku 4.5** and a whopping **13x** faster than **Sonnet 4.5**! 🔥 This signals that AI coding tools are evolving from "usable" to truly "production-ready," [bringing developers an unprecedented efficiency revolution (AI News)](https://cognition.ai/blog/swe-1-5). Get ready for some serious coding superpowers! 🚀<br/>![AI News: Cognition AI releases SWE-1.5 model](https://source.hubtoday.app/images/2025/10/news_01k8tvt2w7fs6syz33xen29jq4.avif)<br/>
3. The recent US layoff wave actually hides two completely different AI stories. 🧐 Tech giants are slashing staff to free up budget for **GPUs**, while traditional industries are letting people go because AI tools have genuinely boosted productivity. It's like this: one group is "buying shovels" (compute power), the other is buying "the gold dug up by shovels" (AI-driven efficiency), and semiconductor companies are chilling in the middle, collecting rent from the whole value chain. Talk about a weird industrial loop! 🔄 This phenomenon reveals that wealth is concentrating in compute power at an unprecedented pace, [rather than labor, and the positions of most workers are being redefined (AI News)](https://m.okjike.com/originalPosts/6902b073130051d46bc69917). This might not be an economic recession; it could be a profound rebalancing of society's structure. Deep thoughts! 🤔<br/>![AI News: The AI story behind the US layoff wave](https://source.hubtoday.app/images/2025/10/news_01k8tvg0v9erkbr4p9pmadp0gf.avif)<br/>
4. Google's Q3 earnings report just showed off the massive returns from their AI bet! 🤑 Revenue soared past $100 billion for the first time, **Gemini** hit **650 million** monthly active users, and cloud order backlogs surged by **46%**. Pretty much every business line is cashing in on the AI boom! 📈 Google processes a mind-boggling **1300 trillion** tokens monthly—that's **20 times** last year's volume—showing they're leading the industry in AI commercialization. Talk about fast! 🚀 [These impressive data points (AI News)](https://x.com/frxiaobei/status/1983781924389974037) are definitely a huge shot in the arm for AI's commercial future. Go, Google! 💪
5. A new study just dropped the "Remote Labor Index" (RLI), a benchmark that tests AI agents on **240** real-world freelance tasks! 🤯 It's like a full-on capability audit for AI "workers." The results? The top-performing AI agent, **Manus**, only nailed **2.5%** of projects. But here's the kicker: newer models consistently outperform older ones, showing that AI's ability to automate remote work is steadily climbing! 📈 [Click to check out this interesting AI capability testing website (AI News)](https://remotelabor.ai) and see just how far AI is from taking over our jobs. It's a fun peek into the future! 😉
### Top Open Source Projects
1. Microsoft's official **Web-Dev-For-Beginners** (⭐92.6k) is an absolute godsend for web development newbies! 🥳 With **24** meticulously designed lessons, it guides you to systematically master the basics of web development in just **12** weeks. This project isn't just packed with content; it's also completely free, making it the perfect launchpad for your web developer career. 🚀 Come learn from the giants! [The perfect starting point for your web developer career (AI News)](https://github.com/microsoft/Web-Dev-For-Beginners).
2. **VoiceInk** (⭐2.2k) is a macOS-exclusive speech-to-text app that transcribes your voice into text almost in real-time—a killer tool for meeting notes and capturing brilliant ideas! 📝 Its high efficiency and accuracy mean you can totally free up your hands to focus on thinking and expression, massively boosting your information processing efficiency. Get ready to boost your productivity! 🚀 [Allowing you to completely free your hands and focus on thinking and expression (AI News)](https://github.com/Beingpax/VoiceInk).
3. **Chainlink** (⭐7.8k) is the core node of decentralized oracle networks, serving as the crucial bridge connecting on-chain smart contracts with real-world, off-chain data. 🌉 It's absolutely indispensable infrastructure for the DeFi and Web3 ecosystems. Thanks to Chainlink, smart contracts can securely and reliably fetch external data, enabling more complex and powerful functionalities, and propelling blockchain applications into a wider array of use cases. This is huge for the future of crypto! 📈 [Smart contracts can securely and reliably obtain external data (AI News)](https://github.com/smartcontractkit/chainlink).
### Open Source TOP Projects
1. **Storybook** (⭐88.3k) has officially become the industry-standard workshop for UI component development, documentation, and testing! 🛠️ It empowers frontend developers to build and showcase UI components in an isolated environment, massively boosting development efficiency and collaboration. This powerful open-source tool is an indispensable part of modern frontend development, helping teams craft more robust and consistent user interfaces. Pure magic! ✨ [This powerful open-source tool is an indispensable part of modern frontend development (AI News)](https://github.com/storybookjs/storybook).
2. Good news for AI agents' "memory" problems! The **mem0** (⭐42.2k) project is here to save the day. It aims to build a universal memory layer for AI agents and has launched **OpenMemory MCP** for local and secure memory management. 🧠 This is huge because it allows AI agents to have long-term memory, just like humans, [thereby maintaining contextual coherence and decision consistency in complex tasks (AI News)](https://github.com/mem0ai/mem0). This is a critical step towards achieving truly autonomous intelligent agents. So exciting! 🚀
3. Tencent's open-source **WeKnora** (⭐6.8k) is a Large Language Model-driven framework that utilizes the **RAG** paradigm, focusing on deep document understanding, semantic retrieval, and context-aware Q&A. 📚 This project provides powerful tools for processing and understanding complex documents, [enabling developers to easily build smart Q&A systems that can "understand" massive amounts of data (AI News)](https://github.com/Tencent/WeKnora). Its potential in knowledge management and information retrieval is absolutely massive! 💡
4. In the medical imaging AI field, **MONAI** (⭐7.1k) is an absolutely indispensable open-source toolkit! 🩺 It provides a treasure trove of tools and standardized workflows for deep learning research and applications in medical imaging. This project, a collaborative effort by experts from academia and industry, [aims to accelerate the application and innovation of AI in medical diagnosis (AI News)](https://github.com/Project-MONAI/MONAI), ultimately making AI tech better serve human health. What a fantastic initiative! ❤️
### Social Media Shares
1. How powerful are WeChat Reading's AI features, you ask? Well, one user totally spilled the beans: thanks to its "**AI Outline**" function, they could zip through two days' worth of data organization in just *one afternoon*! Talk about efficiency going through the roof! 🚀 This feature is a game-changer, seamlessly blending "filter-extract-deep read" by precisely distilling core arguments and key chapter points from books. It lets users "spot-clean" massive amounts of information, making it the ultimate super assistant for knowledge workers. 🧠 This experience sharing vividly showcases just how much of a powerhouse AI is as an information processing tool. 🔥 [This experience sharing (AI News)](https://m.okjike.com/originalPosts/6901d83eaa1240785ff8bb44).<br/>![AI News: WeChat Reading AI Outline Feature](https://source.hubtoday.app/images/2025/10/news_01k8r6hbejf8jv8wvkc7g2szwv.avif)<br/>
2. When it comes to AI programming, the community is seeing a showdown between "Digital Hotheads" and "Digital Old Masters." 🥊 The hotheads treat AI like a magic bullet, with zero real understanding of the tools. Meanwhile, the old masters cling to outdated standards, scoffing at AI's early imperfections with a hefty dose of arrogance. 🧐 A blogger brilliantly pointed out that both extreme views miss the crucial point: the true value of AI programming might not be about squeezing more efficiency out of the old world, but rather about busting open the door to a new one, solving fresh problems that a carriage driver could never even dream of. 🚪 This profound reflection pushes us beyond the "can it or can't it" debate, urging us to explore the incredible new possibilities AI brings. ✨ [This profound reflection (AI News)](https://x.com/JamesGoong/status/1983451948209816034).
3. A user has observed a super interesting "downgrade" trend among developers choosing **Claude** models: many are actually switching from **Sonnet 4.5** to **Sonnet 4.0**! 🤔 Why the backtrack? Well, while **4.5** boasts stronger reasoning capabilities, it's also more "deliberate" and eats up more tokens. **4.0**, however, leans towards direct execution, offering snappier operational efficiency. ⚡ So, a clever division of labor has naturally emerged in the industry: use **4.5** for architectural design and complex understanding, and **4.0** for efficiently executing specific tasks, striking that perfect balance between cost and performance. Smart move! 💡 [A clever division of labor strategy has formed within the industry (AI News)](https://m.okjike.com/originalPosts/6901fab77b82c247aa3c5c39).<br/>![AI News: Sonnet 4.5 vs. 4.0 Usage Trend Comparison](https://source.hubtoday.app/images/2025/10/news_01k8r6he4aec3ba3t3k39ypf6e.avif)<br/>
4. Looking to systematically learn and master **Advanced RAG**? 📚 A seasoned pro has shared an incredibly comprehensive free tutorial that spans from theory to practice, including deep dives into **9** open-source projects—it's essentially the "kung fu manual" for the RAG domain! This tutorial is meticulously designed and packed with solid content, making it an excellent starting point for AI developers and product managers to swiftly build enterprise-level RAG knowledge systems and deploy private knowledge bases. ✨ If RAG engineering practices are giving you headaches, this resource is an absolute must-see! 🔥 [An excellent starting point for AI developers and product managers to quickly build enterprise-level RAG knowledge systems and implement private knowledge bases (AI News)](https://rag.deeptoai.com).<br/>![AI News: Advanced RAG Tutorial Cover](https://source.hubtoday.app/images/2025/10/news_01k8r6hhcpe65agk54mnm3wm58.avif)<br/>
1. AI IDEs like **Cursor** and **Windsurf** are now diving into developing their own code models! 🧑‍💻 This is a huge move, signaling that AI programming tools are trying to break free from relying on upstream model vendors and grab more autonomy. With massive user scenarios and real-world data, AI IDEs have the full potential to go head-to-head with general large models in the coding arena through targeted **RL** training. This trend indicates that [competition in the AI programming field will become more intense and verticalized (AI News)](https://x.com/Gorden_Sun/status/1983854649817100747), possibly leading to more "small but beautiful" specialized code models in the future. Exciting times ahead! ✨
2. While **Viggle's** multi-person tracking and object replacement features are super powerful, there's a hilarious catch: if the replaced object's body shape differs too much from the replacement, you end up with an utterly cringey "uncanny valley" effect! 😂 One user tried swapping Jackie Chan with a cat in "Rob-B-Hood," and the video took a bizarre turn, full of creepy comedy. 🤣 [This interesting failure case (AI News)](https://m.okjike.com/originalPosts/690320bc8b5c85c4826a351d) vividly demonstrates the current limitations of AI video tools when handling complex dynamic scenes. Looks like AI still has a long way to go for a perfect "transformation"! 😅<br/></video><br/>
3. A Jike user just shared their "8-Step Launch Method," a systematic checklist for website or product launches! ✅ This covers crucial steps from domain resolution and server configuration to monitoring alerts and backup strategies. This methodology is incredibly valuable for any developer or team looking to deploy online services, helping to effectively dodge all sorts of post-launch pitfalls. You seriously don't want to miss this! [Click to view this super practical launch guide (AI News)](https://m.okjike.com/originalPosts/6902c4a57a7bdc15559bd9ae) to make your product launch process way more stable and reliable. Smooth sailing, everyone! 🚢<br/>![AI News: 8 steps for product launch](https://source.hubtoday.app/images/2025/10/news_01k8tvg3ryfd7vb1h3r80g94fq.avif)<br/>
4. Some argue that **AI** is actually helping us bring structure to our messy human thoughts and processes. 🤔 Our existing systems are messy precisely because humans are messy! AI's role isn't just to mimic intelligence; it's to use algorithms and models to sort out and optimize disordered information and processes, thereby building more reliable, understandable, and auditable systems. 💡 This perspective offers [a whole new dimension for us to understand the value of AI (AI News)](https://www.reddit.com/r/artificial/comments/1ojsvfp/our_systems_are_messy_because_humans_are_messy_ai/) — seeing AI as a "structuring tool" for human thought. Pretty insightful, right? ✨
---
## **AI News Daily - Audio Version**
## **AI News Daily Voice Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Laisheng 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) |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Afterlife Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Hub](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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#### Hey there! I'm He Xi 2077 / justlovemaki
#### Hexi 2077 / justlovemaki
> Been coding for a decade, feeling a bit stagnant, ya know? But then I heard the rumble of AI, and boom! I'm ready to jump into the fray and make some waves!
> Ten years of code, fingertips chilled,
> A chest full of burdens, yet unrevealed.
> Suddenly, AI's thunder roars,
> Swearing to brave the skies, for a chance to soar.
#### My Code Philosophy 💡
#### My Code Philosophy
> My motto: Tech for the people!
> Technology serves the people.
#### Featured Projects 💻
#### 🌟 My Masterpieces
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* This is a neat AI image generation script built on Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This is a content aggregation and generation platform powered by Cloudflare Workers. Each day, it hand-picks the freshest AI news just for you, covering industry buzz, hot open-source projects, bleeding-edge academic papers, and even what tech bigwigs are jabbering about on social media!
* Wanna see more cool stuff? Check out my [GitHub](https://github.com/justlovemaki) for all the deets!
* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* An AI image generation script powered by Cloudflare Worker.
* **[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 updates in the AI domain, including industry news, popular open-source projects, cutting-edge academic papers, and social media opinions from tech influencers.
* You can find more project details on my [GitHub](https://github.com/justlovemaki).
#### What I'm Diving Into 🚀
#### 💡 Current Explorations
> I'm super stoked about LLM applications and website SEO right now, and I'm totally deep-diving into learning and building stuff!
I'm super interested in LLM applications and website SEO, and I'm actively diving deep into learning and practice.

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---
# Contact Me
# Get In Touch!
Got questions, collaboration ideas, or just wanna chat? I'm super excited to hear your thoughts and suggestions! Just hit me up via the channels below. 👇
Hey there! I'd absolutely love to hear from you. Got questions, a cool collaboration idea, or need some support? Don't hesitate to reach out using the methods below! 👋
Your emails? I promise to get back to you ASAP!
I'm super committed to getting back to you swiftly! You can count on me to reply to your emails ASAP. 🚀
---
## **Contact Methods**
## **How to Reach Me**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **Wechat:**
* **WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal Wechat" subtitle="Feel free to connect with me" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect with me" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends and public holidays off)
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends and public holidays)

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# Privacy Policy 🛡️
*Last updated: June 1, 2025*
# Privacy Policy
*Last Updated: June 1, 2025*
---
This Privacy Policy describes how we handle your info when you use our Service. It covers our policies and procedures for collecting, using, and disclosing your information. Plus, it tells you about your privacy rights and how the law protects you.
This Privacy Policy describes our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also spills the tea on your privacy rights and how the law has got your back.
**Your personal data** helps us provide and improve the Service. By using our Service, you're cool with us collecting and using your info according to this Privacy Policy.
We use your personal data to provide and improve our Service. By using the Service, you're basically agreeing to us collecting and using your info according to this Privacy Policy. 😉
## Jargon Buster & Definitions 🤓
## Interpretations & Definitions
### Jargon Buster
Terms that start with a capital letter are defined under specific conditions. These definitions mean the same thing whether they pop up in singular or plural forms.
### Interpretation
Words with initial capital letters have meanings defined under the following conditions. These definitions keep their meaning, whether they pop up in singular or plural form.
### Definitions
For the purpose of this Privacy Policy, here's the lowdown:
For the purposes of this Privacy Policy:
- **Account** means your unique account, created just for you to access our Service or parts of it.
- **Account** means a unique account crafted just for you to access our Service or parts of our Service.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party. "Control" here means owning 50% or more of the shares, equity interest, or other securities that give you voting rights for directors or other managing bigwigs.
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party. Here, "control" is all about owning 50% or more of the shares, equity interest, or other securities that have voting rights for electing directors or other managing authorities.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) means **hubtoday**.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**. That's us! 👋
- **Cookies** are tiny files websites stash on your computer, mobile device, or any other gadget. They hold details about your browsing history on that site, among other things.
- **Cookies** are just small files placed on your computer, mobile device, or any other gadget by a website. They hold details of your browsing history on that site, among other cool uses.
- **Country** refers to: California, United States.
- **Country** refers to: California, USA. 🌴
- **Device** means any piece of tech that can hit up the Service, like a computer, phone, or digital tablet.
- **Device** means any gadget that can hook up to the Service, like a computer, a smartphone, or a digital tablet.
- **Personal Data** is any info connected to an identified or identifiable individual.
- **Personal Data** is any info that relates to an identified or identifiable individual. Basically, stuff that points back to you!
- **Service** means this Website.
- **Service** refers to the Website. That's what we call our platform!
- **Service Provider** means any natural or legal person who processes data on behalf of the Company. They're third-party companies or individuals hired by the Company to make the Service happen, provide the Service for us, perform Service-related tasks, or help us figure out how the Service is being used.
- **Service Provider** means any natural or legal person who processes data on behalf of the Company. It refers to third-party companies or individuals we've hired to help out with the Service, provide services on our behalf, perform Service-related duties, or even help us analyze how our Service is being used.
- **Usage Data** means data collected automatically. This data is generated either by using the Service or by the Service's infrastructure itself (think how long you spent on a page, for example).
- **Usage Data** is automatically collected data, generated either by using the Service or from the Service infrastructure itself (think page visit duration, for example).
- **Website** refers to **hubtoday**, which you can find at `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, which you can find chilling at `https://ai.hubtoday.app/`.
- **You** means the individual checking out or using the Service, or the company or other legal entity they're representing when accessing or using the Service.
- **You** means the individual hitting up or using the Service, or the company or other legal entity that individual is representing when accessing or using the Service.
## Collecting & Using Your Personal Data 🚀
## Collecting and Using Your Personal Data
### Types of Data We Collect
#### Personal Data
**When you're using our Service**, we might ask you to give us some personal info that helps us get in touch or identify you. This personal identifying info might include, but isn't limited to:
When you're using our Service, we might ask you to spill some personal identifiable information that can be used to contact or identify you. This personal identifiable info could include, but isn't limited to:
- Email address
- Usage Data
- Email address
- Usage Data
#### Usage Data
**Usage Data** gets collected automatically when you use the Service.
Usage Data gets collected automatically when you use the Service.
**Your Usage Data** might include your Device's Internet Protocol address (like your IP address), browser type, browser version, which pages of our Service you visited, the time and date of your visit, how long you hung out on those pages, unique Device identifiers, and other diagnostic data.
Usage Data might include your device's Internet Protocol address (like an IP address), browser type, browser version, the pages you visit on our Service, the time and date of your visit, how much time you spend on those pages, unique device identifiers, and other cool diagnostic data.
**When you access the Service via a mobile device**, we might automatically scoop up certain info. This includes, but isn't limited to, the type of mobile Device you're using, your mobile Device's unique ID, your mobile Device's IP address, your mobile operating system, the type of mobile Internet browser you're using, unique Device identifiers, and other diagnostic data.
When you access the Service via a mobile device, we might automatically collect certain info. This includes, but isn't limited to, the type of mobile device you're rocking, its unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you're using, unique device identifiers, and other diagnostic data. 📱
**Your browser's info** might also be collected when you visit our Service or access it through a mobile device.
We might also collect info that your browser sends when you visit our Service or access it via a mobile device.
### Tracking Tech & Cookies 🍪
**We use Cookies and similar tracking technologies** to keep tabs on activity on our Service and store certain info. These tracking technologies include beacons, tags, and scripts, which we use to collect and track info, and to jazz up and analyze our Service. The tech we use might include:
### Tracking Technologies & Cookies
We use Cookies and similar tracking tech to keep tabs on activity on our Service and stash away certain info. The tracking technologies we use include beacons, tags, and scripts, all designed to collect and track info, helping us improve and analyze our Service. The tech we might use includes:
- **Cookies or Browser Cookies**: A Cookie is a small file popped onto your Device. You can tell your browser to reject all Cookies or to alert you when one's being sent. But hey, if you don't accept Cookies, you might not be able to use some cool parts of our Service. Unless you've tweaked your browser settings to say "no thanks" to Cookies, our Service might just use 'em.
- **Web Beacons**: Some parts of our Service and our emails might contain tiny electronic files called Web Beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These handy files let the Company, for example, count users who have visited those pages or opened an email, and help with other website stats (like checking out a section's popularity and verifying system and server integrity).
- **Cookies or Browser Cookies**: A Cookie is just a tiny file dropped onto your Device. You can totally tell your browser to ditch all Cookies or to give you a heads-up when one's being sent. But, if you don't play ball with Cookies, you might find some parts of our Service a bit tricky to use. Unless you've adjusted your browser settings to say "no thanks" to Cookies, our Service will likely be using them. 🍪
- **Web Beacons**: Some sections of our Service and our emails might contain tiny electronic files called web beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These little guys allow the Company, for example, to count users who've visited those pages or opened an email, and for other related website stats (like checking out the popularity of a certain section and making sure the system and server are running smoothly).
**Cookies** can be "Persistent" or "Session" Cookies. Persistent Cookies chill on your personal computer or mobile Device even when you go offline, while Session Cookies get wiped the moment you close your web browser.
Cookies can be either "Persistent" or "Session" Cookies. Persistent Cookies stick around on your personal computer or mobile device even when you're offline, while Session Cookies vanish the moment you close your web browser. Poof! ✨
**We use both Session and Persistent Cookies** for these reasons:
We use both Session and Persistent Cookies for the purposes listed below. Take a peek:
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Managed by**: Us
- **Purpose**: These Cookies are absolutely vital to give you the services available through the Website and to let you use its awesome features. They help authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services you've asked for can't be provided, and we only use these Cookies to deliver those services to you.
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are super crucial for us to deliver the services available to you through the Website and to let you use some of its cool features. They help verify user identities and prevent any sneaky, fraudulent use of user accounts. Without these Cookies, the services you've asked for simply can't be provided, and we only use these Cookies to make sure you get those services. 🔐
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Managed by**: Us
- **Purpose**: These Cookies figure out 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 are used to check if users have actually given the green light to the use of cookies on the Website. 👍
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Managed by**: Us
- **Purpose**: These Cookies let us remember choices you make when you use the Website, like remembering your login deets or language preferences. The whole point of these Cookies is to give you a more personalized experience and save you the hassle of re-entering your preferences every single time you use the Website.
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies let us remember the choices you make when you're cruising around the Website, like recalling your login deets or language preferences. The whole point of these Cookies is to give you a more personalized experience and save you the hassle of re-entering your preferences every single time you use the Website. Sweet! 😎
**Want more info** on the Cookies we use and your options? Just hit up our Cookies Policy or the Cookies section of our Privacy Policy.
For more information about the Cookies we use and your options regarding them, feel free to swing by our Cookies Policy or the Cookies section of our Privacy Policy. Happy reading! 📖
### How We Use Your Personal Data 🤷‍♀️
**The Company might use Personal Data** for the following purposes:
### How We Use Your Personal Data
The Company might use Personal Data for the following purposes:
- **To provide and maintain our Service**, which includes monitoring how our Service is being used.
- **To manage your Account**: This means handling your registration as a user of the Service. Your Personal Data allows you access to different features available to registered users.
- **To perform a contract**: To create, comply with, and deliver the purchase contract for products, items, or services you've bought, or any other contract you have with us through the Service.
- **To get in touch with you**: To contact you via email, phone calls, SMS, or other equivalent electronic communication forms (like push notifications from a mobile app). This is for updates or informational messages related to features, products, or contracted services, including security updates, when it's necessary or reasonable.
- **To keep you in the loop**: To provide you with news, special offers, and general info about other goods, services, and events we offer that are similar to what you've already bought or inquired about, unless you've told us you don't want to get such info.
- **To manage your requests**: To handle and look after your requests to us.
- **For business transfers**: We might use your info to evaluate or go through with a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of our assets. This could be as a going concern, or as part of bankruptcy, liquidation, or similar proceedings, where Personal Data held by us about our Service users is among the assets being transferred.
- **For other cool stuff**: We might use your info for other purposes like data analysis, spotting usage trends, figuring out how effective our promotional campaigns are, and to evaluate and improve our Service, products, marketing, and your overall experience.
- **To provide and maintain our Service**, which includes keeping an eye on how our Service is being used.
- **To manage Your Account**: We use your Personal Data to manage your registration as a Service user. The Personal Data you hand over can totally give you access to different functionalities of the Service that are available to you as a registered user. 🎉
- **For the performance of a contract**: We use it to get ready for, follow through on, and fulfill the purchase contract for products, items, or services you've bought, or any other contract you've got with us through the Service.
- **To contact You**: We'll reach out to you by email, phone calls, SMS, or other equivalent electronic communication forms (like push notifications from a mobile app) with updates or informative messages related to features, products, or contracted services including security updates when it's necessary or reasonable to do so. 💬
- **To provide You with news**, 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, unless you've decided to opt out of getting that kind of info. 🗞️
- **To manage Your requests**: We handle and manage your requests to us. Easy peasy!
- **For business transfers**: We might use your info to evaluate or go through with a merger, divestiture, restructuring, reorganization, dissolution, or any other sale or transfer of some or all of our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding. In such cases, Personal Data we hold about our Service users is among the assets being transferred.
- **For other purposes**: We might use your info for other cool purposes, like data analysis, figuring out usage trends, checking how effective our promotional campaigns are, and to evaluate and improve our Service, products, marketing, and your overall experience.
**We might share your personal information** in these scenarios:
We might share your personal information in these scenarios:
- **With Service Providers**: We might share your personal info with Service Providers to monitor and analyze how our Service is used, and to get in touch with you.
- **For business transfers**: We might share or transfer your personal info during any merger, sale of Company assets, financing, or acquisition of all or a portion of our business by another company, or during negotiations for such.
- **With Affiliates**: We might share your info with our Affiliates. In these cases, we'll ask those Affiliates to stick to this Privacy Policy. Affiliates include our parent company and any other subsidiaries, joint venture partners, or other companies we control or are under common control with.
- **With business partners**: We might share your info with our business partners to offer you specific products, services, or promotions.
- **With other users**: When you share personal info or interact in public areas with other users, that info might be seen by all users and could even be publicly distributed outside.
- **With your consent**: With your permission, we might spill your personal info for any other purpose.
- **With Service Providers**: We may share your Personal Data with Service Providers to monitor and analyze how our Service is used, and to get in touch with you. 🤝
- **For business transfers**: We may share or transfer your Personal Data during or in connection with any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business by another company.
- **With Affiliates**: We might share your info with our Affiliates, but don't worry, we'll make sure those Affiliates play by the rules of this Privacy Policy. Affiliates include our parent company and any other subsidiaries, joint venture partners, or other companies that we control or that are under common control with us. 👨‍👩‍👧‍👦
- **With business partners**: We may share your info with our business partners to hook you up with certain products, services, or promotions.
- **With other users**: When you get chatty or interact with other users in public areas, your Personal Data might be seen by all users and could even get publicly broadcasted outside. So, maybe don't overshare! 😬
- **With Your consent**: We might spill your Personal Data for any other purpose if you give us the green light. ✅
### Keeping Your Personal Data 🕰️
**The Company will only hold onto your Personal Data** for as long as it's needed for the purposes outlined in this Privacy Policy. We'll keep and use your Personal Data to the extent necessary to follow our legal obligations (for instance, if we have to keep your data to comply with applicable laws), sort out disputes, and enforce our legal agreements and policies.
### How Long We Keep Your Personal Data
The Company will only hold onto your Personal Data for as long as it's necessary for the purposes laid out in this Privacy Policy. We'll keep and use your Personal Data to the extent needed to follow our legal obligations (like if we gotta retain your data to comply with applicable laws), sort out disputes, and enforce our legal agreements and policies. Think of it like tidying up data! 🧹
**The Company will also keep Usage Data** for internal analysis. Usage Data is generally kept for a shorter period, unless it's used to amp up the security of our Service or boost its functionality, or if we're legally obliged to keep this data for longer periods.
The Company will also keep Usage Data for internal analysis. Usage Data is usually kept for a shorter spell, unless this data is being used to amp up the security of our Service, boost its functionality, or if we're legally obliged to hold onto this data for a longer time. 📊
### Transferring Your Personal Data 🌍
**Your info (including Personal Data)** is processed at the Company's operating offices and any other places where the parties involved in the processing are located. This means this info could be zipped over to and maintained on computers outside of your state, province, country, or other governmental jurisdiction where data protection laws might be different from your jurisdiction's.
### Transferring Your Personal Data
Your information (including Personal Data) gets processed at the Company's operating offices and any other places where the parties involved in the processing are located. This basically means your info might be zipped over to and kept on computers outside of your state, province, country, or other governmental jurisdiction, where the data protection laws might be a bit different from your jurisdiction's rules. 🌎
**By agreeing to this Privacy Policy and submitting your info**, you're totally cool with that transfer.
By agreeing to this Privacy Policy and submitting such info, you're essentially giving us the thumbs-up for that transfer. 👍
**The Company will take all reasonable steps** necessary to make sure your data is handled securely and in line with this Privacy Policy. No transfer of your Personal Data will happen to an organization or a country unless there are adequate controls in place, including the security of your data and other personal information.
The Company will take all reasonably necessary steps to ensure your data gets treated securely and in line with this Privacy Policy. We won't let your Personal Data zip over to any organization or country unless there are adequate controls in place, including for the security of Your data and other personal information. Safety first! 🔒
### Deleting Your Personal Data 👋
**You've got the right to delete** or ask us to help you delete the Personal Data we've collected about you.
### Deleting Your Personal Data
You totally have the right to delete your Personal Data, or ask us to help you scrub any Personal Data we've collected about you. It's your info, after all! 💪
**Our Service might let you delete** certain info about yourself right from within the Service.
Our Service might let you zap certain info about yourself right from within the Service. Pretty neat, huh?
**You can always update, amend, or delete your info** by logging into your account (if you've got one) and heading to the account settings section that lets you manage your personal info. You can also hit us up to ask for access to, correct, or delete any personal info you've given us.
You can always log into your account (if you've got one) and hit up the account settings section that lets you manage your Personal Data. From there, you can update, modify, or delete your info. You can also totally get in touch with us to request access to, correct, or delete any Personal Data you've handed over to us. We're here to help! 🙋‍♀️
But just a heads-up, we might need to keep certain info when we have a legal obligation or a lawful basis to do so.
However, do keep in mind that we might need to hang onto certain info when we've got a legal obligation or a lawful basis to do so. Legal stuff, you know? ⚖️
### Disclosing Your Personal Data 🤫
### Disclosing Your Personal Data
#### Business Transactions
**If the Company gets involved in a merger, acquisition, or asset sale**, your Personal Data might get transferred. We'll give you a heads-up before your Personal Data is transferred and becomes subject to a different Privacy Policy.
If the Company gets involved in a merger, acquisition, or an asset sale, your Personal Data might get transferred. We'll definitely give you a heads-up before your Personal Data is moved and becomes subject to a different Privacy Policy.
#### Law Enforcement
**In some situations**, the Company might have to spill your Personal Data if the law demands it or in response to valid requests by public authorities (like a court or government agency).
In certain situations, the Company might have to spill your Personal Data if the law demands it or if there's a valid request from public authorities (like a court or a government agency). We gotta follow the rules! 👮‍♂️
#### Other Legal Requirements
**The Company might drop your Personal Data** if we genuinely believe such action is necessary to:
- Follow a legal obligation
- Protect and defend the Company's rights or property
- Stop or investigate possible wrongdoing connected to the Service
- Protect the personal safety of Service users or the public
- Guard against legal liability
The Company might spill your Personal Data in a good faith belief that such action is totally necessary to:
### Security of Your Personal Data 🔒
**The security of your Personal Data** is super important to us! But remember, no method of transmission over the Internet or electronic storage is 100% secure. While we totally bust our chops using commercially acceptable ways to protect your Personal Data, we can't guarantee its absolute security.
- 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
## Kiddo Privacy 👶
**Our Service isn't aimed at anyone under the age of 13.** We don't knowingly collect personally identifiable info from anyone under 13. If you're a parent or guardian and you know your kiddo has given us Personal Data, please get in touch with us. If we figure out we've collected Personal Data from anyone under 13 without verifying parental consent, we'll take steps to yank that info from our servers.
### The Security of Your Personal Data
The security of Your Personal Data is super important to us, but hey, remember that no method of transmission over the Internet or method of electronic storage is 100% foolproof. While we totally bust our butts to use commercially acceptable ways to protect your Personal Data, we just can't guarantee its absolute security. It's a wild world out there! 😬
**If we need to rely on consent** as the legal basis for processing your info, and your country requires consent from a parent, we might ask for your parent's consent before we collect and use that info.
## Kids' Privacy
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect personal identifiable info from anyone younger than 13. If you're a parent or guardian and you're clued in that your kiddo has handed over Personal Data to us, please hit us up. If we figure out we've collected Personal Data from anyone under 13 without verifying parental consent, we'll totally take steps to zap that info from our servers. Kids, talk to your parents! 👶👧
## Links to Other Websites 🔗
**Our Service might have links to other websites** that aren't run by us. If you click on a third-party link, you'll get whisked away to that third party's site. We seriously recommend you check out the Privacy Policy of every site you visit.
If we need to rely on consent as the legal basis for processing your info and your country requires a parent's go-ahead, we might ask for your parent's consent before we collect and use that info. Better safe than sorry! 👨‍👩‍👧
**We've got zero control** over, and take zero responsibility for, the content, privacy policies, or practices of any third-party sites or services.
## Links to Other Websites
Our Service might contain links to other websites that aren't run by us. If you click on a third-party link, you'll get whisked away to that third party's site. We seriously recommend you check out the Privacy Policy of every single site you visit. Stay safe out there! 🌐
## Changes to This Privacy Policy 🔄
**We might update our Privacy Policy** from time to time. We'll let you know about any changes by slapping the new Privacy Policy right here on this page.
We've got zero control over the content, privacy policies, or practices of any third-party sites or services, and we don't take any responsibility for 'em. Just a heads-up! 🤷‍♀️
**Before the changes kick in**, we'll give you a heads-up via email and/or a clear notification on our Service, and we'll update the "Last updated date" at the top of this Privacy Policy.
## Changes to This Privacy Policy
We might update our Privacy Policy from time to time. When we do, we'll let you know about any changes by dropping the new Privacy Policy right here on this page. ✨
**It's a good idea to peek at this Privacy Policy periodically** for any changes. Changes to this Privacy Policy are effective when they're posted on this page.
Before the changes become effective, we'll give you a shout-out via email and/or a prominent notice on our Service, and we'll totally update the "Last Updated" date at the top of this Privacy Policy. You'll be in the loop! 🔔
## Hit Us Up! 📧
**Got any questions about this Privacy Policy?** You can totally reach us:
We recommend you give this Privacy Policy a regular gander for any changes. Changes to this Privacy Policy are officially in effect when they're posted on this page. No surprises! 😉
- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## Get in Touch With Us
If you've got any questions about this Privacy Policy, you can totally hit us up like this:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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@@ -6,48 +6,48 @@ sidebar:
---
# Terms of Service
*Effective Date: June 1, 2025* 📅
*Effective Date: June 1, 2025*
---
Hey there! Welcome to **ai.hubtoday** (we'll just call it "the Site" or "we" from now on). Before you dive into using our services, please take a moment to read these Terms of Service. By cruising through or using the Site, you're totally agreeing to these terms. Cool? 👍
Hey there! 👋 Welcome to **ai.hubtoday** (referred to as "the Site" or "we"). Before you dive into our services, please take a moment to carefully read these Terms of Service. Your access or use of the Site means you agree to and accept these terms. Simple as that!
## 1. Our Services Explained
So, what do we offer? Well, the Site is all about providing you with awesome paid subscription content and member services. Think blog posts, exclusive resources, e-books, and even some cool community interactions! Just a heads-up: some of this good stuff is only for our subscribed members. 😉
## 1. A Little About Our Services
So, what's the deal here? 🤔 **ai.hubtoday's services** hook you up with paid subscription content and awesome membership perks! Think blog posts, exclusive resources, e-books, cool community interaction, and more. Just a heads-up: some of that good stuff is only for our subscribed users.
## 2. Your Account & Registration
- **User accounts** require you to set up a password and provide a valid email address.
- You're totally responsible for **your account's security** and all the hustle and bustle happening under it. Seriously, **NO transferring or sharing your account**. That's a big no-no! 🙅‍♀️
- The Site reserves the right to **suspend or terminate your account** if you breach these terms. Just sayin'.
- **To snag an account**, you'll just need a valid email address and to set up a secure password. Easy peasy! 🔒
- **You're totally responsible** for keeping your account safe and for everything that happens under your login. Seriously, **no transferring or sharing** your account with anyone else that's a big no-no! 🚫
- If things go south and you breach these terms, **we reserve the right** to **suspend or even terminate** your account. Just sayin'!
## 3. Paid Subscriptions: The Lowdown 💸
- **Subscription services** are billed monthly or annually, and you'll see the exact cost clearly laid out on the checkout page.
- All payments go through trusted third-party platforms (like Stripe or PayPal), so don't sweat it **we don't store your payment info**. Phew!
- Your subscription will **automatically renew** unless you cancel it before your current billing cycle wraps up.
- **Our 14-day refund policy** is pretty sweet: If you're a first-time subscriber and not totally stoked with our services within 14 days of purchase, you can totally ask for a full refund. Just hit us up at the contact email at the end of these terms and tell us why you're bailing. Each user gets this one-time refund shot. After 14 days, or if it's not your first rodeo, **payments are non-refundable** unless the law explicitly says otherwise.
## 3. Paid Subscription Services
- **Our subscription services** are billed either monthly or annually, and you'll see all the costs super clearly laid out on the checkout page. No hidden surprises! 💰
- Don't sweat your financial deets! **All payments** happen securely via trusted third-party platforms (like Stripe and PayPal). We *never* store your payment info on our end. Your security is key! 🛡️
- Heads up: your **subscription will automatically renew**! ✨ Unless you cancel before your current billing cycle wraps up, you'll be charged again. Easy to manage, though!
- **Our 14-Day Refund Policy** is pretty cool for first-timers! If you're not totally thrilled with your subscription within 14 days of purchase, you can totally ask for a full refund. Just hit us up via the email at the bottom of these Terms and tell us why you're bouncing. Oh, and this is a one-time deal per user. After 14 days, or if it's not your first subscription rodeo, **no refunds** will be issued after payment, unless the law specifically says otherwise. Fair's fair! 🔄
## 4. Content & Intellectual Property Rights 🧠
- All original content you find here is **copyrighted by the Site (hubtoday)**. That means no unauthorized copying, reprinting, or commercial use, alright?
- As a user, you get a **non-exclusive, non-transferable right to access** this content strictly for your personal learning and reading pleasure.
- Got big plans for commercial use or quoting a bunch of our stuff? **Hit us up first** to get authorization!
## 4. Content & Intellectual Property (IP) 💡
- Here's the deal with our awesome content: **all original stuff on ai.hubtoday** is **copyrighted by us (hubtoday)**. That means no copying, reposting, or using it for commercial purposes without getting our green light first! Kinda obvious, right? 😉
- **You're granted** a **non-exclusive, non-transferable access right** to our content, purely for your personal learning and reading pleasure. So, enjoy it for yourself! 📚
- Wanna use our content commercially or quote us extensively? Awesome! Just **contact us** to get that authorization squared away. 👍
## 5. User Conduct: Play Nice! 🤝
- **You absolutely CANNOT** upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Seriously, don't even think about it.
- **Bulk downloading, scraping, or cracking our member-only content** through technical means? Also a big fat **NOPE!**
- The Site has the right to remove any inappropriate content and **ban rule-breaking users**. Consider yourself warned!
## 5. User Conduct & What's NOT Okay 🙅
- Let's keep it civil, folks! **It's a big no-no** to upload, post, or spread anything illegal, harassing, false, offensive, or that steps on anyone else's rights. Seriously, don't do it. 👎
- Also, trying to **bulk download, crawl, or crack our member content** with technical tricks? Yeah, that's **totally forbidden**. Play fair! 😈
- If you violate these rules, **we absolutely reserve the right** to remove any inappropriate content and **ban your account**. We're not messing around! 🔨
## 6. Service Changes & Hiccups 🚧
- We totally reserve the right to change, suspend, or pull the plug on any or all of our services at any time, without giving you a heads-up. That's just how the cookie crumbles sometimes.
- If, for some reason, you can't access content due to things like force majeure, server issues, or a third-party service going kaput, **the Site isn't liable for any damages**. Bummer, we know.
## 6. Service Changes & Interruptions ⚠️
- Look, things change. So, **we totally reserve the right** to modify, suspend, or even pull the plug on any part or all of our services at any time, without telling you beforehand. It's just how the tech world rolls! 🚀
- Sometimes stuff happens that's out of our control think natural disasters, server hiccups, or third-party service outages. If our content is temporarily unavailable because of that, **ai.hubtoday isn't liable for compensation**. Just so you know! 🤷‍♀️
## 7. Disclaimer: Read This! 🛑
- The info we dish out on the Site is purely for your reference, and it **DOES NOT** constitute any professional advice (like financial, legal, or medical stuff). So, don't take it as gospel!
- For any direct or indirect losses you might rack up from using our content or services, **the Site ain't responsible. Period.**
## 7. Disclaimer (The "Don't Blame Us" Part) 😅
- Just to be super clear: **any info ai.hubtoday dishes out** is purely for informational kicks. It's **definitely not** professional advice so don't treat it like financial, legal, or medical guidance, okay? Always consult the pros! 🧠
- Also, **ai.hubtoday won't be on the hook** for any direct or indirect losses you might face from using our content or services. Use your best judgment! 🙏
## 8. Governing Law & Dispute Resolution ⚖️
- These **Terms of Service** are governed by and interpreted in accordance with the laws of California, USA, without regard to its conflict of law principles.
- Got a beef arising from or related to these terms? You and us should totally try to sort it out amicably first. If that doesn't fly, you agree to take it to the courts with jurisdiction in Santa Clara County, California.
## 8. The Legal Stuff (Governing Law) ⚖️
- Alright, let's talk law. **These Terms of Service** are governed by and interpreted according to the laws of the State of California, USA. We're not getting into those tricky "conflict of law" principles here! 🤓
- Got a beef with these Terms? First up, let's try to **chat it out amicably** and find a solution. If we can't sort it out, then you agree to take any disputes to the courts in Santa Clara County, California. Consider it a local gathering! 👨‍⚖️
## 9. Get In Touch! 📧
- Got questions about these terms? No worries! Just **hit us up via the contact details below**:
- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## 9. Get In Touch! 💌
- Still got questions about these Terms? No worries! **Hit us up** using the info below. We're here to help! 👇
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)