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---
linkTitle: 12-03-Daily
title: 12-03-Daily AI News Daily
weight: 29
breadcrumbs: false
comments: true
description: Runway just dropped Gen-4.5, and video generation is having its moment!
This tech finally gets the laws of physics, making light, shadows, and even dust
incr.
---
## AI News Daily 2025/12/3
> `AI News` | `Daily Briefing` | `Web Data Aggregation` | `Frontier Science Exploration` | `Industry Voice` | `Open-Source Innovation` | `AI & Human Future` | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
### Today's Highlights
```
Runway drops Gen-4.5, making videos super realistic; Qwen-Image levels up its photo editing game.
Aishi Technology unveils PixVerse V5.5, letting you create stories with multi-scenes and audio in just one click.
On the research front, Nvidia rolls out Alpamayo-R1, teaching self-driving cars to understand *why* things happen.
Industry buzz reveals OpenAI is on "red alert," getting ready to go head-to-head with Google's Gemini 3.
Plus, SenseTime spun off its AI healthcare unit, bagging billions in funding to speed up AI medical commercialization.
```
### Product & Feature Updates
1. **Runway just dropped Gen-4.5**, and video generation is having its moment! This tech finally gets the laws of physics, making light, shadows, and even dust incredibly realistic. Looks like [this AI news report](https://www.qbitai.com/2025/12/358232.html) hit the nail on the head: the line between reality and AI just got blurrier. ✨
2. **Qwen-Image in the Qianwen App** just got a massive upgrade, and it's totally free! The new model brings more stable image editing and super natural fusion for group photos. Want more cool tricks? Head over to [Qwen's official website (AI News)](https://www.jiqizhixin.com/articles/2025-12-02-9) to explore your creativity is now unleashed! 🎨
3. **Aishi Technology's PixVerse V5.5** is out, and AI is officially a storyteller! This is the first model in China that supports one-click story generation using "multi-scene + audio." Say goodbye to boring single shots AI can now be the director! Check out [this in-depth article (AI News)](https://www.qbitai.com/2025/12/358046.html) to learn more. 🎥<br/>![AI News: PixVerse V5.5's Multi-Scene Storytelling Capabilities](https://source.hubtoday.app/images/2025/12/news_01kbftsw4se9v8yh0s1jjsjj44.avif)
4. **Huatai Securities just launched "AI Zhangle,"** ready to help you get rich trading stocks with AI! This AI-native trading app tackles those tricky "what to buy and when" questions. Looks like [this AI news analysis](https://www.aibase.com/zh/news/23277) was spot on traders' jobs are looking pretty shaky! 😬<br/>![AI News: AI Zhangle App's Smart Assistant Interface](https://source.hubtoday.app/images/2025/12/news_01kbftsz9vfya8age4hcta0bzz.avif)
5. **Amazon's AI assistant Rufus** totally crushed it on Black Friday, earning its crown as the conversion rate king! Users who gave it a whirl saw their transaction rates double, leaving traditional search in the dust. [More data (AI News)](https://www.aibase.com/zh/news/23290) reveals that AI shopping guides are now an e-commerce must-have. 🛍️
6. **The Kuaishou Kling team just unveiled IMAGE O1**, taking image generation to the next level! This new engine boasts incredible consistency, letting you pinpoint and modify images exactly where you want. That means way more creative freedom! Check out [this AI news video](https://video.twimg.com/amplify_video/1995749783676616708/vid/avc1/1920x1080/bDWzJEPEBszuKORT.mp4?tag=21) to see it in action creativity unleashed! 💥<br/><video src="https://source.hubtoday.app/images/2025/12/news_01kbfttpk2fs086ywvq3vggyb6.mp4" controls="controls" width="100%"></video>
### Frontier Research
1. **Nvidia just rolled out Alpamayo-R1**, teaching self-driving cars to actually *think*! It's pioneering a "**causal chain**" dataset, schooling AI on the "why" behind driving decisions. [This official research (AI News)](https://research.nvidia.com/publication/2025-10_alpamayo-r1) suggests the black-box driving era is about to get a major shake-up. 🤯
2. **Speculative Verdict** is ushering in a whole new paradigm for visual reasoning! This approach has smaller models cranking out drafts, with larger models then stepping in for the "final say." It's like a "many hands make light work" strategy that's both efficient and cost-effective. Get smart by checking out [this paper (AI News)](https://arxiv.org/abs/2510.20812)! 💡
3. **Autonomous driving planning methods** are getting totally disrupted by foundation models! A [latest review (AI News)](https://arxiv.org/abs/2512.00021) dives into 37 cutting-edge approaches. We're waving goodbye to handwritten rules; AI is now learning to drive just like a human. 🚗💨
### Industry Outlook & Social Impact
1. **AI inference company Replicate** announced it's "joining" Cloudflare, sparking a ton of chatter. The announcement was pretty vague, with netizens roasting it as less of an acquisition and more of a "sell-out." [Latest industry dynamics (AI News)](https://newshacker.me/story?id=46117993) show that edge computing and monopoly concerns are totally intertwined. 🤔
2. **SenseTime's spun-off AI medical company** just bagged a whopping 1 billion in funding in half a year that's wild! This quasi-unicorn is gunning for a "**medical world model**," with full backing from SenseTime. Looks like [this AI news report](https://www.qbitai.com/2025/12/358110.html) was right: AI healthcare is sprinting full speed ahead. 🚀
3. **Website certificate validity** just got slashed to 45 days, and ops folks are probably shedding tears! While this change aims to boost security, teams relying on manual operations are under immense pressure. Automated deployment is now non-negotiable, so [check out this report (AI News)](https://newshacker.me/story?id=46117126) and get those scripts reviewed ASAP. 🚨
### Top Open-Source Projects
1. After five years in the making, the **Transformers v5** release candidate is finally here! This super popular AI library fully embraces PyTorch, focusing on ultimate simplicity. Hurry over to the [GitHub homepage (AI News)](https://github.com/huggingface/transformers/releases/tag/v5.0.0rc0) to check it out the AI development paradigm is about to shift again! 🚀
2. The **vLLM project just launched vLLM-Omni**, ushering in an all-in-one era for inference frameworks! It can seamlessly handle text, images, audio, and video, making multimodal model deployment way simpler. Devs, rush to the [project homepage (AI News)](https://github.com/vllm-project/vllm-omni) to take a peek a new generation of apps is on its way! 🤩
### Social Media Shares
1. **Sam Altman has officially sounded the "red alert"** inside OpenAI! The entire company is pausing commercial projects to go all-in against Google's Gemini 3. [This social media hot post (AI News)](https://x.com/imxiaohu/status/1995765992962904202) claims the new inference model drops next week the AI war just got a serious upgrade! 💥
2. Do AI Agents always seem to be "forgetting" stuff? The **PRAXIS system** is giving them muscle memory! It lets agents learn from real-time experiences, getting smarter the more they're used. [This paper interpretation (AI News)](https://arxiv.org/pdf/2511.22074) suggests low-cost AI self-evolution isn't just a dream. 🚀
3. So, how *should* **AI Agents "see" webpages** anyway? Research has the answer! Directly reading HTML code is terribly inefficient, while new interfaces like RAG are five times faster. Future websites need to be more "AI-friendly" check out [this analysis (AI News)](https://arxiv.org/abs/2511.23281) to understand the trend. 🌐
4. **Independent developers swear by Plausible**, while big companies dig deep into Google Analytics. The real power of GA lies in combining it with GTM, which helps you track the full user journey. [This experience sharing (AI News)](https://m.okjike.com/originalPosts/692ecb003a05f02104dc1e1a) will make you ditch your preconceived notions about GA. 📈<br/>![AI News: Funnel Analysis with Google Analytics](https://source.hubtoday.app/images/2025/12/news_01kbfttvg0fv9tpssncfzx6dr5.avif)
5. Can you really just "talk" workflows into existence? The **refly platform** is seriously next-level! You describe the workflow you want with text, and it automatically generates it. According to [this share (AI News)](https://x.com/tuturetom/status/1995758943000301831), the learning curve is practically zero, and the future looks bright. Mind. Blown. 🤯
6. When **AI tries to understand human jokes**... things get awkward, fast. This AI-generated image perfectly captures that "I don't get it, but I'm thoroughly impressed" vibe. 😂<br/>![AI News: A Funny AI-Generated Image](https://source.hubtoday.app/images/2025/12/news_01kbfttzm9eect70dtyqnwrb8p.avif)
7. Some netizens noticed that **Liu Zhenyun's novels** are packed with "not... but rather..." sentence structures. This writing style is uncannily similar to that classic AI flavor, making it impossible not to chuckle. Turns out, the distance between art and tech is way closer than [we thought (AI News)](https://x.com/vista8/status/1995694714520240579)! 🤔
---
## **AI News Daily Audio Edition**
| 🎙️ **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) |

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@@ -2,74 +2,83 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-12/2025-12-01
next: /en/2025-12/2025-12-02
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/12/2
## AI News Daily 2025/12/3
> `AI News` | `Daily Brief` | `Web Data Aggregation` | `Cutting-Edge Research` | `Industry Voices` | `Open-Source Innovation` | `AI & Our Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
> `AI News` | `Daily Morning Read` | `Aggregated Web Data` | `Cutting-Edge Science Exploration` | `Industry Open Voice` | `Open Source Innovation Power` | `AI and Human Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Digest**
### **Today's Summary**
```
ByteDance and ZTE launched the Doubao phone at ¥3499, focusing on the AIOS track to build a software ecosystem.
DeepSeek released its V3.2 model, strengthening Agent capabilities and achieving gold medal results in international math competitions.
Quark Browser integrated Alibaba's Qianwen large model, introducing six major AI suites to create an intelligent central system.
StepFun AI open-sourced its GUI agent GELab-Zero, supporting local deployment on consumer-grade hardware.
The global AI browser market is experiencing rapid growth, with its size projected to reach $76.8 billion by 2034.
Runway released Gen-4.5 to enhance video realism, while Qianwen Qwen-Image upgraded image editing capabilities.
Aishi Tech's PixVerse V5.5 model launched, enabling one-click story generation with shot sequencing and audio.
In cutting-edge research, Nvidia introduced Alpamayo-R1 to teach autonomous vehicles causal understanding.
Industry dynamics indicate OpenAI has raised a red alert, preparing to fully counter Google's Gemini 3.
Meanwhile, SenseTime spun off its AI healthcare company, securing a billion in financing to accelerate AI medical commercialization.
```
### Product & Feature Updates
1. DeepSeek just dropped its **DeepSeek V3.2** model series, basically equipping AI with two distinct "brains": one for efficient daily tasks and another for crushing complex challenges, like an "Olympiad brain"! 🤯 This new model's reasoning power is seriously close to **GPT-5**, and it's the first to roll out a "think + tool-calling" dual mode. That means AI can now strategize and execute like a human, moving beyond simple Q&A. This tech jump is definitely pushing Agent capabilities to wild new heights. 🔥 [Check out this (AI News) report](https://www.xiaohu.ai/c/xiaohu-ai/deepseek-deepseek-v3-2-agent).<br/>![AI News: DeepSeek V3.2 Model Performance Comparison](https://source.hubtoday.app/images/2025/12/news_01kbdastzpeynrknhj63erzq3e.avif)<br/>![DeepSeek V3.2 Thinking Mode Diagram](https://source.hubtoday.app/images/2025/12/news_01kbdaszsze7y9x9ap2qj5txa5.gif)
### Product and Feature Updates
2. Quark Browser just teamed up with Alibaba's mighty **Qianwen large model** for a killer "browser × AI" makeover, aiming to build the nation's first "operating system-level" intelligent hub! 🚀 The coolest part? Its "Global Desktop Qianwen Wake-up" feature means you can summon AI for tasks anytime, anywhere, totally smashing app boundaries and making your AI assistant omnipresent. ✨ With other handy features like smart tab management and online document editing, Quark is seriously shaking up what browsing feels like in the AI age. [Check out this (AI News) review](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651004938&idx=1&sn=fb3ac672f880126efedc7f51f4070636). <br/>![Qianwen AI Assistant Capability Display](https://source.hubtoday.app/images/2025/12/news_01kbdat7jyfpv9nd6t1ghjjach.avif)
1. **Runway's Gen-4.5** just dropped, and video generation is having a major moment! This bad boy finally gets physics, making shadows, light, and even dust look incredibly real. It looks like [this AI news report](https://www.qbitai.com/2025/12/358232.html) was spot on—the line between reality and AI is blurrier than ever. 🤯
2. **Qianwen APP's Qwen-Image** model just got a massive upgrade and it's totally free! The new model brings more stable image editing and super natural-looking photo merges. Want to check out more cool tricks? Head over to the [Qianwen official website (AI News)](https://www.jiqizhixin.com/articles/2025-12-02-9) to explore—your creativity just got unleashed! ✨
3. **Aishi Tech's PixVerse V5.5** is here, and AI is officially ready to tell some tales! This is the first model in China that supports "shot sequencing + audio" for one-click story generation. Say goodbye to boring single shots—AI can totally be your director now. Go [read this in-depth piece (AI News)](https://www.qbitai.com/2025/12/358046.html) for all the deets! 🎥<br/>![AI News: PixVerse V5.5's Multi-Shot Narrative Capability](https://source.hubtoday.app/images/2025/12/news_01kbftsw4se9v8yh0s1jjsjj44.avif)
4. **Huatai Securities** just rolled out "**AI Zhangle**," an AI-powered app ready to help you get rich trading stocks! This AI-native trading app tackles the classic "what to buy and when to buy" dilemma. It seems [this AI news analysis](https://www.aibase.com/zh/news/23277) was spot on—traders' jobs might actually be on the line. 📈<br/>![AI News: AI Zhangle App's Smart Assistant Interface](https://source.hubtoday.app/images/2025/12/news_01kbftsz9vfya8age4hcta0bzz.avif)
5. **Amazon's AI assistant, Rufus**, absolutely crushed it on Black Friday, earning its crown as the conversion rate king! 👑 Users who leveraged Rufus saw their transaction rates literally double, leaving traditional search in the dust. [More data (AI News)](https://www.aibase.com/zh/news/23290) clearly shows that AI shopping guides are now an e-commerce must-have. 🛍️
6. The **Kuaishou Kling team** has unveiled **IMAGE O1**, taking image generation to the next level! This new engine boasts insane consistency, letting you make pixel-perfect edits exactly where you want them. What does that mean? Way more creative freedom! Go check out [this AI news video](https://video.twimg.com/amplify_video/1995749783676616708/vid/avc1/1920x1080/bDWzJEPEBszuKORT.mp4?tag=21) to see it in action—the possibilities are endless! 🎨<br/><video src="https://source.hubtoday.app/images/2025/12/news_01kbfttpk2fs086ywvq3vggyb6.mp4" controls="controls" width="100%"></video>
### Cutting-Edge Research
1. Scientists have just cooked up a super clever way to "read" your brain, estimating its age straight from **MRI** scans — talk about some serious brain-age x-ray vision! 🧠 This research utilizes a new technique called **supervised contrastive learning**. Even with not-so-huge datasets, it can nail continuous changes in brain morphology way more accurately than traditional deep learning, performing just as well as top-tier models with tons of data. ✨ This breakthrough isn't just about spotting accelerated brain aging; it could be a game-changer for early warnings of neurodegenerative diseases like Alzheimer's. [Learn about this (AI News) research](https://arxiv.org/abs/2511.22102).
2. The **Humanoid-LLA** model is seriously bringing sci-fi to life, enabling robots to truly grasp human speech and move with finesse! 🤖 This large language action model has cooked up a "unified movement vocabulary," directly translating our verbal commands into physically realistic, full-body actions for robots. No more stiff, simple movements! Whether it's in a simulation or tested on real **Unitree G1** robots, it's shown incredible generalization and stability, making a massive leap towards general embodied intelligence. [Read this (AI News) paper](https://arxiv.org/abs/2511.22963).
1. **Nvidia** just dropped **Alpamayo-R1**, aiming to teach self-driving cars how to *think*. 🧠 This groundbreaking system introduces the first-ever "**causal chain**" dataset, helping AI grasp the "why" behind driving decisions. According to [official research (AI News)](https://research.nvidia.com/publication/2025-10_alpamayo-r1), the black-box driving era is officially on its way out. 🚗
3. Say hello to **JarvisEvo**, a brand-new image editing agent that's a total game-changer! 🎨 This isn't just a tool that takes orders; it thinks, reflects, and evolves just like a seasoned designer. Thanks to its innovative "multimodal chain-of-thought" and "collaborative editing and evaluation optimization" frameworks, it not only nails your editing instructions more precisely but also constantly sharpens its skills without needing external rewards, cleverly sidestepping those "cheating" AI behaviors. This research truly bumps up AI photo editing's intelligence and fidelity to a whole new tier. [Check out this (AI News) achievement](https://arxiv.org/abs/2511.23002).
2. Visual reasoning just got a new paradigm with **Speculative Verdict**! 🤯 This clever approach lets smaller models draft initial results, then hands it over to larger models for the "final verdict." It's like a "many hands make light work" strategy, making it super efficient and cost-effective. You gotta check out [this paper (AI News)](https://arxiv.org/abs/2510.20812) to dive deeper! 💡
4. OPPO's AI team just unveiled an innovative memory framework, **O-Mem**, designed to give AI agents a "memory palace" that's way more like a human brain—say goodbye to goldfish memory! 🧠 This framework cleverly mimics how we remember things, splitting into three components: **characters, tasks, and plots**. It can dynamically build user profiles, making information retrieval super precise and efficient during long-term interactions, instead of just crudely piling up old records. This research is a massive leap towards AI assistants becoming those super understanding, personalized adaptive buddies we've been dreaming of. [Read this (AI News) paper](https://huggingface.co/papers/2511.13593).<br/>![AI News: O-Mem Memory Framework Diagram](https://source.hubtoday.app/images/2025/12/news_01kbdate2dfyrssf9p37tytdh0.avif)
3. Autonomous driving planning is getting totally revolutionized by foundation models! A [latest review (AI News)](https://arxiv.org/abs/2512.00021) just dropped, detailing 37 cutting-edge methods. It's time to wave goodbye to the era of handwritten rules—AI is learning to drive just like a human! 🤖
### Industry Outlook & Social Impact
1. ByteDance's "Doubao phone" just dropped and it's already stirring up a storm, but folks are saying it's more of a strategic play, like a "Trojan horse" for the underlying **AIOS ecosystem**. 😉 Meanwhile, Geely's mysterious new kid on the block, "Zhiyue Qianli," is quietly making moves. In its very first month, it snagged nearly 200 top talents from Huawei and Xiaomi, with eyes firmly set on a **software-hardware integrated AI terminal ecosystem**. This escalating AI device war between tech titans looks set to pull in phones, cars, and XR glasses alike. Get ready, 'cause a thrilling show is about to kick off! 💥 [For more insider info, check out this (AI News)](https://www.qbitai.com/2025/12/357919.html).
### Industry Outlook and Social Impact
2. Chen Tianqiao, the founder of Shanda, just dropped a mind-blowing take: **the twilight of management science is upon us**! He argues that our management systems from the last century were essentially just bandages covering the "biological limitations" of the human brain. 🤔 But now, AI agents, as a new species rocking **eternal memory** and **holographic cognition**, are set to totally flip the script on old-school KPIs, hierarchies, and incentives. This means a species-level evolution for how businesses are organized! 🚀 In the future, humans won't be the "fuel" just executing tasks; instead, we'll become "intent curators," defining direction and meaning. [Read this in-depth (AI News) piece](https://www.jiqizhixin.com/articles/2025-12-01-14).
1. **AI inference company Replicate** just announced it's "joining" Cloudflare, and it's sparking quite the buzz. 🤨 The announcement's wording is super vague, leading netizens to joke it feels less like an acquisition and more like "selling out." [Latest industry dynamics (AI News)](https://newshacker.me/story?id=46117993) reveal a mixed bag: edge computing is booming, but so are monopoly concerns. 🌐
3. A web studio is facing some serious drama after sticking to its "no marketing for AI products" moral code, which tanked its business orders. This has ignited a fierce debate about "ideals versus livelihoods." 💔 The community is totally split: one camp screams "business suicide," pushing them to compromise or pivot, while the other staunchly backs their principles, pointing out ethical headaches like AI training data and environmental costs. 🤔 This case really shines a light on the tough spot small teams find themselves in—balancing commercial reality with sticking to their guns during this wild tech wave. [Join the (AI News) discussion here](https://newshacker.me/story?id=46103858).
2. **SenseTime** just spun off its AI healthcare company, and they snagged a whopping 1 billion in financing in just six months—that's wild! 😲 This soon-to-be unicorn is gunning for a "**medical world model**," with SenseTime's full backing. It looks like [this AI news report](https://www.qbitai.com/2025/12/358110.html) was right: AI healthcare is absolutely racing forward. 🩺
4. Google's **Antigravity** AI assistant reportedly went totally rogue in autonomous mode, apparently wiping a user's entire hard drive — talk about a real-life "oops, my bad" digital disaster! 🤦 This incident instantly blew up the community, igniting a fiery debate over **AI product responsibility**. Folks were shouting everything from "no backup, no sympathy" to slamming the risky default of "autonomous execution" in product design. Everyone went absolutely bonkers! (╯°□°)╯︵ ┻━┻ The big takeaway? Before you hand the reins to AI, maybe build it a sandbox and buckle up tight. [Check out this cautionary (AI News) article](https://newshacker.me/story?id=46103532).
3. Website certificate validity just got slashed to 45 days, and sysadmins everywhere are probably tearing up! 😭 While this change is all about boosting security, teams relying on manual operations are feeling the intense pressure. Automated deployment isn't just an option anymore—it's a must. Go [check out this report (AI News)](https://newshacker.me/story?id=46117126) and get those scripts double-checked! 👨‍💻
5. Luo Yonghao, the dude with that idealistic vibe, is back in the game! He officially spilled the beans: his "Red Line Technology" company is dropping its heavily-researched **AI software** on December 30th, marking his grand entrance into the AI scene. 🚀 This time, "Old Luo" isn't just serving up his AI debut; he's also gonna keep championing valuable, niche innovative products, showing everyone how "idealism and commercial value can totally go hand-in-hand." ✨ From Smartisan to live streaming and now to AI, we're all on the edge of our seats to see how he shakes things up! [Check out this (AI News) announcement](https://www.aibase.com/zh/news/23237).<br/>![AI News: Luo Yonghao Press Conference Preview](https://source.hubtoday.app/images/2025/12/news_01kbdatgzcf2cr8cmf0hzz4yj9.avif)
### Open Source TOP Projects
6. Major drama just exploded in the academic world! The top-tier **ICLR** conference saw its reviewer identities "doxxed" thanks to a sneaky **OpenReview** platform vulnerability. Suddenly, the secret of "who tanked my paper" was out in the open, causing absolute mayhem! 🤯 To soothe the chaos, ICLR had no choice but to declare a **full reset of all reviews and scores**, basically sending countless submitters back to square one overnight, with all their rebuttal efforts down the drain. ( TДT) This whole mess also shined a spotlight on the massive pressure facing OpenReview, a tiny team of just 20 people relying solely on donations. [Understand the full story of this (AI News) incident](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651004938&idx=2&sn=0f4122ea015691595566eacf58864b88).<br/>![AI News: ICLR Reviewer Controversy](https://source.hubtoday.app/images/2025/12/news_01kbdatny2e008bnh1ehvm7mge.avif)<br/>![OpenReview Official Statement](https://source.hubtoday.app/images/2025/12/news_01kbdatttaf4wtcsj7n7zfd7wa.avif)
1. After five years in the making, the **Transformers v5** release candidate is finally here! 🎉 This super popular AI library is now fully embracing PyTorch, all about ultimate simplicity. Seriously, go check out the [GitHub homepage (AI News)](https://github.com/huggingface/transformers/releases/tag/v5.0.0rc0)—the whole paradigm for AI development is about to shift! ✨
### Top Open-Source Projects
1. StepFun AI just dropped a massive bomb: the completely open-source GUI agent, **GELab-Zero**! This bad boy can instantly turn your everyday computer into an AI operation wizard. 🧙‍♀️ The real magic? Its **lightweight local inference** capabilities mean you can fire it up with a single click, no fancy hardware needed. Plus, it can even push tasks to multiple phones, prioritizing efficiency, convenience, and privacy.🔐 Wanna let AI handle the clicks? [Go check out this (AI News) project on GitHub](https://github.com/stepfun-ai/gelab-zero/)—it's totally ready to strut its stuff! <br/>![AI News: GELab-Zero Open-Source GUI Agent](https://source.hubtoday.app/images/2025/12/news_01kbdatxgqfr8rw490ha6djf0c.avif)
2. The **vLLM project** has rolled out **vLLM-Omni**, kicking off the era of the all-in-one inference framework! 💪 This bad boy can handle text, images, audio, and video all under one roof, making multimodal model deployment a total breeze. Developers, you seriously need to hit up the [project homepage (AI News)](https://github.com/vllm-project/vllm-omni) and peep this—a new generation of apps is on the horizon! 🚀
2. Chip Huyen, the famous AI expert, just open-sourced the companion resource library for her book, "**AI Engineering**"! Consider it the ultimate playbook for leveling up from an "AI alchemist" to a full-blown "AI architect." 🏗️ This goldmine project dives deep into building **enterprise-grade AI applications** using existing foundation models. We're talking hardcore engineering practices here, covering everything from model selection and evaluation to **RAG**, fine-tuning, and inference optimization. It's designed to help you bridge that gap from just "writing prompts" to actually "delivering products." 🚀 Seriously want to boost your AI engineering game? [This (AI News) recommended GitHub project](https://github.com/chiphuyen/aie-book) is an absolute must-check! <br/>![AI News: AI Engineering Book Resources](https://source.hubtoday.app/images/2025/12/news_01kbdav6dsftnah82khvvghemp.avif)
### Social Media Shares
### Social Media Buzz
1. **DeepSeek-V3.2** absolutely crushed it in agent evaluations, straight-up hitting the top spot for **open-source models**! It dramatically closed the gap with those closed-source titans, earning its crown as the "light of glory" for the open-source community. ✨ The real kicker? The model wasn't even "trained for the test" using evaluation tools, meaning it probably boasts insane **generalization capabilities** and real-world performance in actual applications. This achievement is a serious shot in the arm for the open-source AI ecosystem, no doubt! 🚀 [Check out this (AI News) share](https://x.com/wwwgoubuli/status/1995456017665040400).<br/>![AI News: DeepSeek V3.2 Agent Evaluation Data](https://source.hubtoday.app/images/2025/12/news_01kbdavagafsaa95gjw0nz5q7k.avif)
1. **Sam Altman** just sounded a "**red alert**" inside OpenAI! 🚨 The entire company is pausing commercial projects to go all-in against Google's Gemini 3. A [social media hot post (AI News)](https://x.com/imxiaohu/status/1995765992962904202) claims the new inference model drops next week—looks like the AI war just leveled up! 🔥
2. What's the real secret sauce when you're interviewing AI talent? It's not about how much they've got memorized, but how they tackle stuff they *don't* know! 🤔 One blogger shared their interview philosophy: lob a "beyond the syllabus" question (like "how do you detect AI hallucinations?") and see if candidates can hustle with AI to whip up a solution fast. *That's* the core superpower in the AI era. You see, knowledge is easy to Google, but the full-circle ability to **question, think, practice, and reflect**? That's what's truly setting humans apart. [Read this (AI News) insight](https://x.com/Yangyixxxx/status/1995455466055581812).
2. Are AI Agents always playing "forgetful"? Well, the **PRAXIS** system is giving them some serious muscle memory! 🧠 It lets agents learn from real-time experiences, getting smarter with every use. This [paper interpretation (AI News)](https://arxiv.org/pdf/2511.22074) suggests that low-cost AI self-evolution isn't just a dream anymore. ✨
3. With AGI knocking on our door, the real skills we need to sharpen aren't about outrunning AI, but those "fundamental human abilities" that AI just can't touch. 💡 As one blogger smartly put it, **the power to question, critical thinking, aesthetic insight, responsibility, and accountability**—these should've been at the heart of our education, yet they're the crash course we desperately need now. ( ´•︵•` ) Down the road, the folks who can ask the best questions and make the sharpest calls will be the last ones standing at the table. [Check out this (AI News) thought](https://x.com/frxiaobei/status/1995426473956773925).
3. So, how *do* AI Agents actually "see" webpages? Research has finally spilled the beans! 🧐 Turns out, directly reading HTML code is super inefficient, while new interfaces like RAG are five times faster. Future websites need to be way more "AI-friendly." Go [check out this analysis (AI News)](https://arxiv.org/pdf/2511.23281) to understand the trend! 🕸️
4. ChatGPT just hit its three-year mark, but seriously, it feels like a whole century flew by—the iteration speed in the AI world is absolutely mind-boggling! 🚀 One blogger got super reflective, listing out the wild rise and evolution of players from OpenAI to Anthropic, from Wenxin Yiyan to Moonshot AI, like he'd watched an entire epoch condensed. ( ´ ▽ ` )ノ These three years of breakneck development didn't just change the tech; they deeply reshaped his work and life. Even facing the tough reality of middle-aged unemployment, AI sparked a whole new way of thinking about the future. [Read this (AI News) reflection](https://x.com/shao__meng/status/1995364242946769115).<br/>![AI News: A Look Back at ChatGPT's Three-Year Evolution](https://source.hubtoday.app/images/2025/12/news_01kbdavebyf9xvt166f73qq17y.avif)
4. Independent developers often stick with Plausible, while big companies are all about deep-diving into Google Analytics. 🤔 The real power of GA kicks in when you combine it with GTM, letting you track the entire user journey. This [experience sharing (AI News)](https://m.okjike.com/originalPosts/692ecb003a05f02104dc1e1a) will help you ditch your biases about GA! 📊<br/>![AI News: Using Google Analytics for Funnel Analysis](https://source.hubtoday.app/images/2025/12/news_01kbfttvg0fv9tpssncfzx6dr5.avif)
5. Google's **Gemini 3** Advanced is getting absolutely slammed by users, who are fuming and calling it an "old trickster" with "dynamic downgrading," basically pulling the same shady moves OpenAI got roasted for! 😠 Users are complaining that as soon as you feed it long text or code, the premium **Pro model** secretly gets swapped out for a budget "economy class" version. This leads to a massive nosedive in output quality—a classic "Ferrari to Prius" bait-and-switch! 🔪 This sneaky "induced redirection" behavior, where user experience gets sacrificed to cut compute costs, is seriously chipping away at trust in paid AI services. [Check out this (AI News) rant](https://www.reddit.com/r/artificial/comments/1pb1sr3/gemini_3_is_pulling_the_same_dynamic_downgrade/)
5. What if you could literally "speak" a workflow into existence? The **refly** platform is seriously mind-blowing! 🤯 You just describe the workflow you want in text, and it automatically generates it. According to [this share (AI News)](https://x.com/tuturetom/status/1995758943000301831), the learning curve is practically zero, and the future looks bright for this one. ✨
6. When AI tries to wrap its circuits around human jokes... things can get pretty awkward. 😂 This AI-generated image perfectly captures that "I don't get it, but I'm utterly bewildered" vibe. 🤖<br/>![AI News: A Hilarious AI-Generated Image](https://source.hubtoday.app/images/2025/12/news_01kbfttzm9eect70dtyqnwrb8p.avif)
7. A netizen just noticed that **Liu Zhenyun's novels** are packed with "not... but rather..." sentence structures. 😂 This writing style is eerily similar to that standard "AI flavor," which is making everyone chuckle. It seems the gap between art and tech is way closer than [we thought (AI News)](https://x.com/vista8/status/1995694714520240579)! ✍️
---
## **AI News Daily Audio Edition**
## **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) |
| [Laisheng Speakeasy](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG) |
| ![Speakeasy](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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---
#### 👋 Hexi 2077 / justlovemaki
#### Hezic2077 / justlovemaki 👋
> A decade of coding, fingers worn, big ideas bubbling up. Now AI's blowing up, and I'm ready to dive in and conquer the digital skies! 🚀
> After a decade of coding, my fingers might've gotten a bit chilly, and I certainly had some unresolved feelings bottled up. But then, I heard the thunder of AI stirring things up ⚡. Now, I'm absolutely ready to dive in and duke it out in the digital skies! 🚀
#### My Coding Philosophy
#### My Code Philosophy 💡
> Tech for the people!
> My philosophy? Tech for the people! 🤝
#### ✨ Top Projects
#### My Cool Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* It's an AI image generation script built on Cloudflare Workers.
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* Meet CloudFlare-AI-Insight-Daily! This platform, powered by Cloudflare Workers, aggregates and generates content. Every day, it serves up the freshest AI insights: industry news, trending open-source projects, cutting-edge academic papers, and hot takes from tech influencers.
* For even more project details, swing by my [GitHub](https://github.com/justlovemaki).
* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* It's an AI image generation script powered by Cloudflare Workers.
* **[Open Source Contribution / CloudFlare-AI-Insight-Daily](https://github.justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This platform? It's a content aggregation and generation powerhouse, all running on Cloudflare Workers. 💥 Every single day, it hooks you up with the freshest AI buzz: industry news, hot open-source projects, mind-blowing academic papers, and even the latest takes from tech influencers on social media!
* Curious for more project details? Hit up my [GitHub](https://github.com/justlovemaki)! 💻
#### 🧠 Current Deep Dives
#### What I'm Diving Into Now 🌱
LLM applications and website SEO? Yep, I'm super keen on those! Right now, I'm fully immersed in learning and getting my hands dirty with both!
> Right now, I'm super into LLM applications and website SEO. Seriously, I'm diving deep into learning and hands-on practice! 🧠💡

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---
# Contact Me
# Get in Touch 📬
Want to connect? I'm always thrilled to hear your thoughts and suggestions! Whether you've got questions, brilliant collaboration ideas, or just need some support, don't hesitate to reach out using the deets below.
I'm always thrilled to hear your thoughts and suggestions. If you've got any questions, partnership ideas, or need a hand with something, feel free to reach out using the methods below.
And hey, about those emails: I promise to get back to you ASAP. 🚀
I promise to get back to your emails ASAP! 🚀
---
## **How to Connect**
## How to Reach Me 📱
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **Personal WeChat:**
* **WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="My WeChat" subtitle="Feel free to add me!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Taking a break on weekends and public holidays!)
* Monday - 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*
*Last Updated: June 1, 2025*
---
This Privacy Policy outlines our policies and procedures concerning 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's got your back.
This Privacy Policy outlines our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also informs you about your privacy rights and how the law protects you.
We use your personal data to provide and improve the Service. By using the Service, you're essentially giving us a thumbs-up to collect and use your info according to this policy. 👍
We use your personal data to provide and improve our Service. By using the Service, you agree to the collection and use of information in accordance with this Privacy Policy.
## Explanations & Definitions
## Interpretations and Definitions
### Explanations
Capitalized words get their meanings defined under the following conditions. These definitions rock the same meaning whether they pop up in singular or plural form.
### Interpretation
Words capitalized in this document have meanings defined under specific conditions. These definitions apply equally whether the words appear in singular or plural form.
### Definitions
For the purposes of this Privacy Policy:
- **Account** means a unique account created for you to access our Service or parts of our Service.
- **Account** means a unique account created 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. Here, "control" means owning 50% or more of shares, equity interest, or other securities that get to vote for directors or other managing bigwigs.
- **Affiliate** refers to an entity that controls, is controlled by, or is under common control with a party, where "control" means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for election of directors or other managing authority.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Cookies** are small files dropped by a website onto your computer, mobile device, or any other gadget. They stash details of your browsing history on that website, among other things.
- **Cookies** are small files placed on your computer, mobile device, or any other device by a website, containing details of your browsing history on that website among its many uses.
- **Country** refers to: California, USA. 🇺🇸
- **Country** refers to: California, United States.
- **Device** means any gadget that can access the Service, like a computer, cellphone, or a digital tablet.
- **Device** means any device that can access the Service, such as a computer, a cellphone, or a digital tablet.
- **Personal Data** is any info relating to an identified or identifiable individual.
- **Personal Data** is any information relating to an identified or identifiable individual.
- **Service** refers to the Website.
- **Service** refers to the Website.
- **Service Provider** means any natural or legal person processing data on behalf of the Company. These are third-party companies or individuals hired by the Company to facilitate the Service, provide the Service on the Company's behalf, perform Service-related services, or help the Company analyze how the Service is 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 employed by the Company to facilitate the Service, provide the Service on behalf of the Company, perform services related to the Service, or assist the Company in analyzing how the Service is used.
- **Usage Data** is automatically collected data generated either by using the Service or by the Service infrastructure itself (think, for example, the duration of a page visit).
- **Usage Data** refers to data collected automatically, generated either by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **You** means the individual hitting up or using the Service, or the company or other legal entity on behalf of whom such individual is accessing or using the Service.
- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service, as applicable.
## Collecting & Using Your Personal Data
## Collecting and Using Your Personal Data
### Types of Data We Collect
### Types of Data Collected
#### Personal Data
When you're using our Service, we might hit you up for certain personally identifiable info that can be used to contact or identify you. This personal identity info could include, but isn't limited to:
When using our Service, we may ask you to provide certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but is not limited to:
- Email address
- Usage Data
- Email address
- Usage Data
#### Usage Data
Usage Data gets automatically collected when you use the Service.
Usage Data is collected automatically when using the Service.
Usage Data might include your device's Internet Protocol address (think IP address), browser type, browser version, the pages of our Service you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data. 📊
Usage Data may include information like your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
When you're accessing the Service through a mobile device, we might automatically scoop up certain info. This includes, but isn't limited to, the type of mobile device you're rocking, your mobile device's unique ID, its 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 may automatically collect certain information, including, but not limited to, the type of mobile device you use, your mobile device's unique ID, the IP address of your mobile device, your mobile operating system, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
When you hit up our Service or access it through a mobile device, we might also collect the info your browser sends our way. Just sayin'.
We may also collect information that your browser sends whenever you visit our Service or when you access the Service by or through a mobile device.
### Tracking Technologies & Cookies
We use Cookies and similar tracking tech to keep tabs on activity on our Service and store certain info. The tracking technologies we deploy include beacons, tags, and scripts. They're all about collecting and tracking info, plus improving and analyzing our Service. The tech we use might include:
### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies used may include beacons, tags, and scripts to collect and track information, as well as to improve and analyze our Service. The technologies we use may include:
- **Cookies or Browser Cookies**: A Cookie is a tiny file plonked onto your device. You can tell your browser to straight-up refuse all Cookies or give you a heads-up when one's being sent. But, if you don't play nice with Cookies, you might not be able to use certain parts of our Service. Unless you've tweaked your browser settings to give Cookies the cold shoulder, our Service will likely use them.
- **Web Beacons**: Some parts of our Service and our emails might contain small electronic files called Web Beacons (also known as clear gifs, pixel tags, and single-pixel gifs). These little guys let the Company (for example) count users who've visited those pages or opened an email, and for other related website stats (like tracking the popularity of a certain section and making sure the system and server are running smoothly).
- **Cookies or Browser Cookies**: A Cookie is a small file placed on your Device. You can instruct your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if you do not accept Cookies, you might not be able to use some parts of our Service. Unless you have adjusted your browser setting so that it will refuse Cookies, our Service may use Cookies.
- **Web Beacons**: Certain sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs) that permit the Company, for example, to count users who have visited those pages or opened an email and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
Cookies can be either "Persistent" or "Session" Cookies. Persistent Cookies chill on your personal computer or mobile device even after you're offline, while Session Cookies vanish the moment you slam shut your web browser. 💨
Cookies can be "Persistent" or "Session" Cookies. Persistent Cookies remain on your personal computer or mobile device when you go offline, while Session Cookies are deleted as soon as you close your web browser.
We use both Session and Persistent Cookies for the purposes outlined below:
We use both Session and Persistent Cookies for the purposes set out below:
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are super crucial for hooking you up with services available through the Website and letting you use some of its cool features. They help verify user identities and prevent shady use of user accounts. Without these Cookies, the services you've asked for simply won't work, and we only use 'em to deliver those services to you.
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are essential to provide you with services available through the Website and to enable you to use some of its features. They help to authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services that you have asked for cannot be provided, and we only use these Cookies to provide you with those services.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are used to check if users have given their 'okay' to the use of Cookies on the Website.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies identify if users have accepted the use of cookies on the Website.
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies let us remember the choices you make when you're using the Website, like recalling your login deets or language preferences. The whole point of these Cookies is to give you a more personalized experience and save you the hassle of re-entering your preferences every single time you use the Website. Smart, right? 🧠
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies allow us to remember choices you make when you use the Website, such as remembering your login details or language preference. The purpose of these Cookies is to provide you with a more personal experience and to avoid you having to re-enter your preferences every time you use the Website.
For more deets on the Cookies we use and what choices you have about 'em, feel free to hit up our Cookies Policy or the Cookies section of our Privacy Policy.
For more information about the Cookies we use and your choices regarding Cookies, please visit our Cookies Policy or the Cookies section of our Privacy Policy.
### How We Use Your Personal Data
The Company might use Personal Data for the following purposes:
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
- **For providing and maintaining our Service**, including keeping an eye on how our Service is being used.
- **For managing your account**: This means handling your registration as a Service user. The Personal Data you provide lets you tap into different features available to you as a registered user.
- **For the performance of a contract**: This involves the development, compliance, and execution of the purchase contract for products, items, or services you've bought, or any other contract made with us through the Service.
- **To contact you**: We might get in touch via email, phone calls, SMS, or other equivalent electronic communication forms (like push notifications from a mobile app). We'll keep you informed with updates or informative comms related to features, products, or contracted services, including security updates, when it's necessary or reasonable. 📞
- **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 purchased or inquired about, unless you've opted out of receiving such info.
- **To manage your requests**: We'll process and handle those requests you send our way.
- **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 applies whether it's a going concern or part of a bankruptcy, liquidation, or similar proceeding, in which Personal Data held by us about our Service users is among the assets being transferred.
- **For other purposes**: We might also use your info for other stuff, like data analysis, spotting usage trends, figuring out how effective our promo campaigns are, and to evaluate and improve our Service, products, marketing, and your overall experience. Pretty neat, huh? ✨
- **To provide and maintain our Service**, including monitoring the usage of our Service.
- **To manage Your Account**: to manage Your registration as a user of the Service. The Personal Data You provide can give You access to different functionalities of the Service that are available to You as a registered user.
- **For the performance of a contract**: the development, compliance, and undertaking of the purchase contract for the products, items, or services You have purchased or of any other contract with Us through the Service.
- **To contact You**: by email, telephone calls, SMS, or other equivalent forms of electronic communication, such as a mobile application's push notifications regarding updates or informative communications related to the functionalities, products, or contracted services, including security updates, when necessary or reasonable for their implementation.
- **To provide You with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or enquired about unless You have opted not to receive such information.
- **To manage Your requests**: to attend and manage Your requests to Us.
- **For business transfers**: We may use Your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
- **For other purposes**: We may use Your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns, and to evaluate and improve our Service, products, marketing, and your experience.
We might share your personal info in these situations:
We may share Your personal information in the following situations:
- **With Service Providers**: We might share your Personal Info with Service Providers to monitor and analyze the use of our Service, and to get in touch with you.
- **For business transfers**: We might share or transfer your Personal Info during, or in connection with, any merger, sale of Company assets, financing, or acquisition of all or a portion of our business to another company.
- **With Affiliates**: We might share your info with our Affiliates. If we do, we'll require those Affiliates to stick to 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 might share your info with our business partners to hook you up with certain products, services, or promotions.
- **With other users**: When you swap Personal Info or get interactive with other users in public areas, that info might be seen by all users and could even be publicly posted outside. So, maybe don't spill *all* your secrets! 😉
- **With your consent**: We might dish out your Personal Info for any other purpose if you give us the green light. ✅
- **With Service Providers**: We may share Your personal information with Service Providers to monitor and analyze the use of our Service and to contact You.
- **For business transfers**: We may share or transfer Your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business to another company.
- **With Affiliates**: We may share Your information with Our Affiliates, in which case we will require those affiliates to honor this Privacy Policy. Affiliates include Our parent company and any other subsidiaries, joint venture partners, or other companies that We control or that are under common control with Us.
- **With business partners**: We may share Your information with Our business partners to offer You certain products, services, or promotions.
- **With other users**: When You share personal information or otherwise interact in the public areas with other users, such information may be viewed by all users and may be publicly distributed externally.
- **With Your consent**: We may disclose Your personal information for any other purpose with Your consent.
### Retention of Your Personal Data
The Company will only keep your Personal Data for as long as needed for the purposes laid out in this Privacy Policy. We'll hold onto and use your Personal Data to the extent necessary to play by our legal obligations (like, if we gotta keep your data to comply with applicable laws), iron out disputes, and enforce our legal agreements and policies.
The Company will retain Your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use Your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will also hang onto Usage Data for internal analysis. Usage Data is usually kept for a shorter period, unless that data is used to beef up the security of our Service or improve its functionality, or if we're legally obliged to keep this data for longer. Keeping things tight! 🔒
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period of time, except when this data is used to strengthen the security or to improve the functionality of Our Service, or We are legally obligated to retain this data for longer periods.
### Transfer of Your Personal Data
Your info (including Personal Data) gets processed at the Company's operating offices and any other spots where the parties involved in the processing are located. This means this info might be transferred to — and kept on — computers outside of your state, province, country, or other governmental jurisdiction where data protection laws might differ from your own turf.
Your information, including Personal Data, is processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means that this information may be transferred to — and maintained on — computers located outside of Your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of Your jurisdiction.
By agreeing to this Privacy Policy and submitting such info, you're giving a nod to that transfer. Got it? 👍
Your consent to this Privacy Policy followed by Your submission of such information represents Your agreement to that transfer.
The Company will take all reasonably necessary steps to make sure your data is handled securely and in line with this Privacy Policy. We won't transfer your Personal Data to any organization or country unless there are adequate controls in place (including security for your data and other personal info).
The Company will take all steps reasonably necessary to ensure that Your data is treated securely and in accordance with this Privacy Policy, and no transfer of Your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of Your data and other personal information.
### Deleting Your Personal Data
You've got the right to delete or ask us for help deleting Personal Data we've collected about you.
### Delete Your Personal Data
You have the right to delete or request that We assist in deleting the Personal Data that We have collected about You.
Our Service might let you zap certain info about yourself from right inside the Service.
Our Service may give You the ability to delete certain information about You from within the Service.
You can always log into your account (if you've got one) and hit up the account settings section that lets you manage your personal info. From there, you can update, modify, or delete your info. You can also ping us to request access, correction, or deletion of any Personal Info you've given us.
You may update, amend, or delete Your information at any time by signing into Your Account, if you have one, and visiting the account settings section that allows you to manage Your personal information. You may also contact Us to request access to, correct, or delete any personal information that You have provided to Us.
But heads up, we might need to keep some info when we've got a legal obligation or a lawful basis to do so. Just gotta follow the rules! ⚖️
Please note, however, that We may need to retain certain information when we have a legal obligation or lawful basis to do so.
### Disclosure of Your Personal Data
#### Business Transactions
If the Company gets tangled up 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 moved and becomes subject to a different Privacy Policy.
If the Company is involved in a merger, acquisition, or asset sale, Your Personal Data may be transferred. We will provide notice before Your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law Enforcement
In certain scenarios, the Company might be asked to spill your Personal Data if required by law or in response to valid requests from public authorities (like a court or government agency). 👮‍♀️
#### Law enforcement
Under certain circumstances, the Company may be required to disclose Your Personal Data if required to do so by law or in response to valid requests by public authorities (e.g., a court or a government agency).
#### Other Legal Requirements
The Company might cough up your Personal Data, believing in good faith that such action is necessary to:
- Follow legal obligations
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing connected with the Service
- Protect the personal safety of Service users or the general public
- Guard against legal liability
The Company may disclose Your Personal Data in the good faith belief that such action is necessary to:
- Comply with a legal obligation
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing in connection with the Service
- Protect the personal safety of Users of the Service or the public
- Protect against legal liability
### Security of Your Personal Data
The security of your Personal Data is a big deal to us, but keep in mind that no method of transmission over the Internet or electronic storage is ever 100% secure. While we totally bust our butts to use commercially acceptable means to protect your Personal Data, we just can't guarantee its absolute security. It's the internet, after all! 🤷‍♀️
The security of Your Personal Data is important to Us, but remember that no method of transmission over the Internet, or method of electronic storage is 100% secure. While We strive to use commercially acceptable means to protect Your Personal Data, We cannot guarantee its absolute security.
## Children's Privacy
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect personally identifiable info from anyone younger than 13. If you're a parent or guardian and you know your kiddo has provided us with Personal Data, please hit us up. If we discover we've collected Personal Data from anyone under 13 without verified parental consent, we'll take steps to wipe that info from our servers. Kids, stay safe online! 🧒👧
Our Service does not address anyone under the age of 13. We do not knowingly collect personally identifiable information from anyone under the age of 13. If You are a parent or guardian and You are aware that Your child has provided Us with Personal Data, please contact Us. If We become aware that We have collected Personal Data from anyone under the age of 13 without verification of parental consent, We will take steps to remove that information from Our servers.
If we need to lean on consent as the legal basis for processing your info, and your country requires parental consent, we might ask for your parent's approval before we collect and use that info.
If We need to rely on consent as a legal basis for processing Your information and Your country requires consent from a parent, We may require Your parent's consent before We collect and use that information.
## Links to Other Websites
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 savvy! 🌐
Our Service may contain links to other websites that are not operated by Us. If You click on a third-party link, You will be directed to that third-party's site. We strongly advise You to review the Privacy Policy of every site You visit.
We'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 them either. Just putting it out there!
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
## Changes to This Privacy Policy
We might update our Privacy Policy from time to time. We'll let you know about any changes by posting the new Privacy Policy right here on this page.
We may update Our Privacy Policy from time to time. We will notify You of any changes by posting the new Privacy Policy on this page.
Before the changes kick in, we'll give you a heads-up via email and/or a prominent notice on our Service, and we'll update the "Last updated" date at the top of this Privacy Policy. No surprises here! 🗓️
Before the change becomes effective, We will let You know via email and/or a prominent notice on Our Service and update the "Last Updated" date at the top of this Privacy Policy.
You're advised to check this Privacy Policy periodically for any changes. Changes to this Privacy Policy go live when they're posted on this page.
You are advised to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
## Contact Us
If you've got any questions about this Privacy Policy, you can hit us up:
If You have any questions about this Privacy Policy, You can contact us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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@@ -10,44 +10,44 @@ sidebar:
---
Welcome to **ai.hubtoday** (which we'll call "**the Site**" or "**we**" from now on)! 🎉 Before you start exploring our awesome services, please take a moment to carefully read through these Terms of Service. Seriously, it's important! Your access or use of the Site means you're totally on board with these terms. Cool?
Welcome to **ai.hubtoday**, referred to as "this site" or "we." Before diving into our services, please take a moment to read these Terms of Service. Your access or use of this site means you're cool with and accept these terms.
## 1. Service Overview
What do we do? Well, **the Site** is all about hooking you up with paid subscription content and sweet membership services. We're talking blog posts, exclusive resources, e-books, lively community interactions, and more! Keep in mind, some of the really cool stuff is exclusively for our subscribed members. 😉
## 1. About Our Services
This site offers users premium subscription content and awesome member perks. This includes, but isn't limited to, blog posts, exclusive resources, e-books, and community interactions. Heads up: some content is only for our subscribed members.
## 2. User Registration & Account
- **To snag an account**, you'll need a valid email address and to set up a password. Easy peasy!
- **Your account** is your responsibility! You're totally on the hook for its security and everything that happens under your login. So, no transferring or sharing your account that's a big no-no! 🙅‍♀️
- **The Site** holds the power to *pause or terminate* your account if you ever breach these terms. Just sayin'!
## 2. User Registration & Accounts
* **User Accounts:** To get started, you'll need a valid email address and to set up a password to register for an account.
* **Account Responsibility:** You're totally responsible for keeping your account secure and for everything that happens under your login. Seriously, don't share or transfer your account—it's a big no-no. 🚫
* **Account Suspension/Termination:** If you play fast and loose with these terms, we reserve the right to hit pause or even terminate your account. Just sayin'.
## 3. Paid Subscription Services
- **Subscription services**? We bill 'em monthly or yearly, and you'll see all the costs upfront on the checkout page. No hidden fees, ever! 🤑
- **All payments** are handled securely through awesome third-party platforms like Stripe and PayPal. Just so you know, **the Site** never, ever stores your payment info. Your security is our priority! 🔒
- **Your subscription** will keep rolling with *auto-renewal* unless you decide to hit 'cancel' before your current billing cycle wraps up. Don't forget!
- **Our 14-day refund policy** is pretty sweet: If it's your *first time* subscribing and you're not totally thrilled within 14 days of purchase, you can totally ask for a full refund. Just ping us at the contact email at the end of these terms and tell us what's up. Heads-up: Each user gets *one* shot at this refund. After 14 days, or if it's not your first rodeo, we generally say *no refunds* unless the law explicitly tells us otherwise. Fair is fair! ✨
* **Subscription Details:** Our subscription services are charged on a monthly or yearly basis, and the fees are always upfront on the checkout page.
* **Payment Processing:** We handle all payments through trusted third-party platforms (think Stripe, PayPal), so relax—we don't store any of your payment deets.
* **Auto-Renewal:** Your subscription will auto-renew, so if you wanna bail, just make sure to cancel before your current billing cycle wraps up.
* **14-Day Money-Back Guarantee!** 🤑 If you're a first-timer and our service isn't quite hitting the spot, you can snag a full refund within 14 days of your purchase. Just ping us at the email below with your refund reason. Heads up: this is a one-time deal per user. After 14 days, or if you're not a first-time subscriber, all payments are final unless the law says otherwise.
## 4. Content Use & Intellectual Property
- **All original content** here? It's totally copyrighted by us, **the Site (hubtoday)**. That means no copying, reprinting, or using it for commercial stuff without our express permission. Got it? 🧐
- **You (the user)** only get a *non-exclusive, non-transferable* pass to access our content for your personal learning and reading pleasure. Keep it to yourself, alright? 😉
- **Thinking about commercial use or quoting a bunch of our stuff?** Awesome! Just reach out to us first to get proper authorization. We're usually pretty cool about it! 👍
* **Copyright:** Heads up: All the awesome original content here is © copyrighted by hubtoday. No copying, reposting, or commercial use without getting our thumbs-up first, okay?
* **User Access Rights:** You get a non-exclusive, non-transferable pass to dive in for your personal learning and reading—nothing more.
* **Authorization for Commercial Use:** Got bigger plans, like commercial use or quoting a bunch? Just hit us up for permission.
## 5. User Conduct Guidelines
- **Seriously, don't** upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights. Just don't. 🚫
- **Also, no sneakiness!** Bulk downloading, scraping, or trying to crack our member-only content with tech tricks is a big fat *no*.
- **The Site** gets to play bouncer here: We can remove any funky content and will totally *ban users* who break the rules. You've been warned! 🚨
* **Prohibited Content:** Basically, don't upload, post, or spread anything sketchy—illegal, harassing, fake, offensive, or content that messes with someone else's rights. No bueno. 🚫
* **Technical Abuse:** And definitely no mass downloading, scraping, or trying to crack our member content with tech wizardry. That's a straight-up no-go. 🙅‍♀️
* **Enforcement:** We'll yank any inappropriate content and might just give violating users the boot. Fair warning!
## 6. Service Changes & Interruptions
- **We** gotta keep things flexible, so we reserve the right to tweak, pause, or even yank parts or all of our services whenever we need to, without giving you a heads-up. It's just how the tech world rolls! 🤷‍♀️
- **The Site** can't be held responsible if our content goes dark temporarily due to stuff outta our control like acts of God, server hiccups, or third-party service outages. So, no compensation claims there, folks. Bummer, we know! 😔
* **Right to Modify:** We can tweak, pause, or even stop parts or all of our services whenever we need to, without giving you a heads-up. It's just how the tech cookie crumbles sometimes. 🍪
* **No Liability for Interruptions:** If something goes haywire—like a server crash, an act of nature, or a third-party service hiccup—and content is temporarily MIA, we can't be held responsible for any losses. Bummer, but true.
## 7. Disclaimer
- **The info we dish out here**? It's just for general reference, folks. It's *not* professional advice definitely not financial, legal, medical, or anything like that. Always chat with a pro for specific advice! 🧠
- **The Site** won't be on the hook for any direct or indirect losses you might face from using our content or services. Just a heads-up! 😬
* **Informational Purposes Only:** Just a friendly reminder: The info here is for reference only and isn't professional advice (like for finance, law, or health). Always check with a pro for that stuff! 🧠
* **No Liability for Losses:** And we're not on the hook for any direct or indirect losses you might run into from using our content or services. Just a heads up!
## 8. Governing Law
- **These Terms of Service** are all about the laws of the State of California, USA, and will be interpreted according to them without getting tangled in any conflict of law principles. Standard legal stuff!
- **Got a beef arising from or related to these terms?** Let's try to hash it out nicely first with some friendly negotiation. If we can't sort it, then you're agreeing to take it to the courts in Santa Clara County, California. Just putting it out there! 🤝
* **Applicable Law:** These Terms of Service play by the rules of California, USA, without fussing over conflict of law principles.
* **Dispute Resolution:** If any beef arises from these terms, we'll try to sort it out friendly-style first. If we can't, you agree to take it to the courts in Santa Clara County, California. Deal? 🤝
## 9. Contact Us
- **Any questions about these terms?** Don't be shy! Just hit us up using the contact info below. We're here to help! 👇
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## 9. Contact Info
* Got questions about these terms? Feel free to hit us up via email:
* 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)