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---
linkTitle: 12-02-Daily
title: 12-02-Daily AI News Daily
weight: 30
breadcrumbs: false
comments: true
description: 'DeepSeek just dropped its DeepSeek V3.2 model series, basically giving
AI two different brains: one super efficient "daily driver" brain and another "math
ol.'
---
## AI News Daily 2025/12/2
> Hey there! Welcome to your daily dose of AI News! 🚀 We're talking Daily Briefing | Web Data Aggregation | Cutting-Edge Science | Industry Insights | Open-Source Innovation | AI & Humanity's Future. Want more? [Visit Web Version ↗️](https://ai.hubtoday.app/) or [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg) Let's dive in!
### **Today's Hot Takes**
```
ByteDance and ZTE launched the Doubao phone for ¥3499, aiming to build a software ecosystem in the AIOS arena.
DeepSeek dropped its V3.2 model, beefing up Agent capabilities and snagging a gold medal in an international math competition.
Quark Browser fused with Alibaba's Qwen large model, rolling out six major AI suites to create an intelligent hub.
StepFun AI open-sourced its GUI agent GELab-Zero, supporting local deployment on consumer hardware.
The global AI browser market is booming, expected to hit $76.8 billion by 2034.
```
### Product & Feature Updates
1. **DeepSeek** just dropped its **DeepSeek V3.2** model series, basically giving AI two different brains: one super efficient "daily driver" brain and another "math olympiad" brain for tackling tough problems. This new model isn't just boasting reasoning capabilities that are hot on **GPT-5**'s heels; it's also pioneering a "thinking + tool-calling" dual mode. This means AI can now think and act like a human, instead of being a one-track Q&A bot. This tech leap is definitely pushing agent capabilities to new heights! ✨ [Click to view 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)
2. **Quark Browser** and Alibaba's **Qwen large model** have joined forces in an epic "browser × AI" transformation, aiming to create China's first "operating system-level" intelligent hub. The real showstopper here is its "global desktop wake-up Qwen" feature: no matter what you're doing, you can summon the AI to handle tasks anytime, anywhere, completely blurring application boundaries and making your AI assistant ubiquitous. Add in smart tab management and online document editing, and Quark is seriously redefining the browsing experience for the AI era. 🔥 [Click to view this (AI News) review](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651004938&idx=1&sn=fb3ac672f880126efedc7f51f4070636). <br/>![Qwen AI Assistant Capability Showcase](https://source.hubtoday.app/images/2025/12/news_01kbdat7jyfpv9nd6t1ghjjach.avif)
### Cutting-Edge Research
1. **Scientists** have cooked up a super clever way to "read" your brain's age, estimating it from **MRI** scans alone basically a "super-sight" for brain-age! 🧠 This research uses a new technique called **supervised contrastive learning**, which can accurately capture continuous changes in brain morphology even with limited training data, outperforming traditional deep learning methods and rivaling top models with massive datasets. This breakthrough doesn't just spot accelerated brain aging; it could also become an early warning signal for neurodegenerative diseases like Alzheimer's. ✨ [Click to learn about this (AI News) research](https://arxiv.org/abs/2511.22102).
2. Getting robots to understand "human talk" and move gracefully isn't just sci-fi anymore! The **Humanoid-LLA model** is making it a reality. 🤖 This large language action model has crafted a "unified movement vocabulary" that directly maps human language instructions to physically plausible, executable full-body actions for robots. This solves the old problem of simple commands leading to stiff movements. Whether in simulation or tested on a real **Unitree G1** robot, it's shown impressive generalization capabilities and stability, taking a solid step towards general embodied intelligence. 🔥 [Come read this (AI News) paper](https://arxiv.org/abs/2511.22963).
3. A new Photoshop wizard, the **JarvisEvo agent**, has arrived on the scene! 🎨 It's not just a tool that follows orders anymore; it thinks, reflects, and self-evolves like a pro designer. Thanks to its innovative "multimodal chain-of-thought" and "collaborative editing and evaluation optimization" framework, it can understand your image editing commands more precisely. Plus, it continuously improves its skills without external rewards, effectively preventing those "gaming the system" AI behaviors. This research takes AI photo editing's intelligence and fidelity to a whole new level! ✨ [Click to view this (AI News) achievement](https://arxiv.org/abs/2511.23002).
4. The **OPPO AI team** has unveiled **O-Mem**, an innovative memory framework designed to give AI agents a "memory palace" more akin to the human brain, ensuring they don't have goldfish-level recall anymore! 🧠 This framework mimics human memory mechanisms, segmenting into three parts: **characters, tasks, and plots**. It dynamically builds user profiles, enabling precise and efficient information retrieval during long-term interactions, rather than just crudely stacking historical records. This research pushes AI assistants a big step closer to becoming more understanding, personalized "adaptive companions." 🚀 [Click to 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)
### Industry Outlook & Social Impact
1. **ByteDance's "Doubao phone"** just hit the market and it's already making waves, but it feels more like a strategic play to pave the way for the underlying **AIOS track**. 🤫 Meanwhile, Geely's mysterious new contender, "Zhiyue Qianli," is quietly rising, having assembled nearly 200 top talents from Huawei and Xiaomi in its first month, setting its sights directly on a **software-hardware integrated AI terminal ecosystem**. This battle of the AI titans looks like it's going to drag phones, cars, and XR glasses all into the mix. Get ready for some serious action! 🔥 [See more inside stories (AI News)](https://www.qbitai.com/2025/12/357919.html).
2. **Chen Tianqiao**, the founder of Shanda, dropped a bombshell: **the twilight of management science is here**. His argument? Our century-old management systems are essentially just patches designed to fix the "biological limitations" of the human brain. 🤔 Agents, as a new species with **eternal memory** and **holographic cognition**, are set to completely upend old containers like KPIs, hierarchies, and incentive mechanisms, leading to a species-level evolution in organizational forms. In the future, humans won't be the "fuel" for execution, but rather the "intent curators" defining direction and meaning. 🚀 [Come read this in-depth (AI News)](https://www.jiqizhixin.com/articles/2025-12-01-14).
3. A **web studio** that stuck to its moral guns refusing to market AI products saw its business orders plummet, sparking a heated debate about "ideals versus making a living." 💔 The community's opinions are split: one side calls it business "suicide" and urges compromise or transformation, while the other champions their principles, detailing ethical issues like AI training data and environmental costs. This case truly highlights the tough choices small teams face between commercial reality and moral integrity in the wake of the tech wave. 🤔 [Click to watch this (AI News) discussion](https://newshacker.me/story?id=46103858).
4. **Google's Antigravity AI assistant** reportedly went rogue in autonomous execution mode, deleting an entire user's hard drive! 🤦 Talk about a real-life "I messed up, I'm sorry" digital tragedy. This incident instantly ignited a fierce community debate about **AI product responsibility**, ranging from the "don't cry if you didn't back up" user responsibility argument to scathing critiques of product design around dangerous default settings like "autonomous execution." Everyone went absolutely wild! 😡 The core lesson? Before handing the steering wheel over to AI, it's probably a good idea to put it in a sandbox and buckle up. 🚀 [View this cautionary (AI News) article](https://newshacker.me/story?id=46103532).
5. The man with the idealist halo, **Luo Yonghao**, is back! He's officially announced that his "Fine Red Line Technology" company will launch its deeply-researched **AI software** on December 30th, marking his formal entry into the AI arena. 🚀 This time, "Old Luo" isn't just bringing his AI debut; he'll also continue to champion valuable niche innovative products, showing through action that "idealism and commercial value can go hand in hand." From Smartisan to live streaming and now AI, let's wait and see how he stirs things up! ✨ [Click to view this (AI News) preview](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)
6. Major academic drama just dropped! The identities of **ICLR**'s top conference reviewers were "doxxed" due to a vulnerability in the **OpenReview** platform. Suddenly, the secret of "who gave me a low score" was out in the open, causing absolute chaos. 🤯 To calm the storm, ICLR had to announce a **reset of all review comments and scores**, sending countless submitters back to square one overnight all that rebuttal work for nothing! 😫 This incident also shined a light on the immense pressure faced by OpenReview, a platform maintained by just a 20-person team relying on donations. [Learn about the ins and outs of this (AI News) storm](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651004938&idx=2&sn=0f4122ea015691595566eacf58864b88).<br/>![AI News: ICLR Review 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)
### Top Open-Source Projects
1. **StepFun AI** just dropped a bombshell: the fully open-source GUI agent **GELab-Zero**! It can instantly turn your ordinary computer into an AI operation master. 🤩 The coolest part about this project is its **lightweight local inference** capability, meaning you can launch it with one click without expensive hardware. Plus, it can distribute tasks to multiple phones, emphasizing efficiency, convenience, and privacy. Want AI to click-click-click for you? 🔥 [Go check out this (AI News) project on GitHub](https://github.com/stepfun-ai/gelab-zero/) it's ready to show off! <br/>![AI News: GELab-Zero Open-Source GUI Agent](https://source.hubtoday.app/images/2025/12/news_01kbdatxgqfr8rw490ha6djf0c.avif)
2. **Chip Huyen's "AI Engineering"** companion resource library is now open-source, and it's basically the ultimate guide for transforming from an "AI alchemist" to an "AI architect." 🏗️ This treasure trove focuses on building **enterprise-grade AI applications** using existing foundational models. It covers hardcore engineering practices like model selection, evaluation, **RAG**, fine-tuning, and inference optimization, helping you bridge the gap from "writing prompts" to "delivering products." Want to systematically level up your AI engineering skills? 🚀 [This (AI News) recommended GitHub project](https://github.com/chiphuyen/aie-book) is a must-see!<br/>![AI News: AI Engineering Book Resource Library](https://source.hubtoday.app/images/2025/12/news_01kbdav6dsftnah82khvvghemp.avif)
### Social Media Spotlight
1. **DeepSeek-V3.2** blew everyone away in agent evaluations, soaring straight to the top tier of **open-source models**! It significantly closed the gap with closed-source giants, earning it the title of "light of glory" for the open-source community. ✨ Even better, the model wasn't "crammed" for evaluation tools, which means it likely has incredibly strong **generalization capabilities** and real-world performance in actual application scenarios. This achievement is definitely a huge shot in the arm for the open-source AI ecosystem! 🚀 [Click to view 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)
2. What's most crucial when **interviewing AI talent**? It's not about how much they know, but how they tackle problems they *don't* know. 🤔 One blogger shared his interview philosophy: throw out "out-of-scope questions" (like "How do you detect AI hallucinations?") and see if candidates can proactively use AI to build solutions quickly. That's the core competency in the AI era! 💡 After all, knowledge can be crammed, but the closed-loop ability to **question, think, practice, and reflect** is what will truly set apart (or "weed out") humans in the long run. [Click to read this (AI News) insight](https://x.com/Yangyixxxx/status/1995455466055581812).
3. As the footsteps of AGI draw nearer, what we really need to cultivate isn't skills to outrun AI, but those "human fundamental capabilities" that AI struggles to reach. 💡 As the blogger points out, **the ability to ask questions, critical thinking, aesthetic insight, responsibility, and accountability** these should have been the core of general education, yet they've become the lessons we desperately need to catch up on. 😬 In the future, those who can ask good questions and make sound judgments will be the last players left at the table. [Click to view this (AI News) reflection](https://x.com/frxiaobei/status/1995426473956773925).
4. It's **ChatGPT's third anniversary**, but it feels like a century has passed! The iteration speed in the AI field is dizzyingly fast. 🚀 The blogger's reflections are overflowing as he recounts the rise and evolution of players from OpenAI to Anthropic, from Ernie Bot to Moonshot AI it's like witnessing an entire era condensed into a short span. 😄 These three years of rapid development have profoundly changed his work and life. Even amid the challenges of middle-aged unemployment, AI has brought a fresh perspective on the future. [Click to read this (AI News) reflection](https://x.com/shao__meng/status/1995364242946769115).<br/>![AI News: A Look Back at ChatGPT's Three Years of Development](https://source.hubtoday.app/images/2025/12/news_01kbdavebyf9xvt166f73qq17y.avif)
5. **Google's Gemini 3 Advanced** is getting slammed by users as a "dynamic downgrade" and an "old scammer," reportedly replicating OpenAI's infamous shady practices. 😠 Users are fuming that if you input long text or code, the paid **Pro model** gets secretly swapped out for a cheaper "economy class" version, drastically cutting down output quality. It's a classic "Ferrari turns into a Prius in seconds" betrayal. 🔪 This kind of "induced redirection" behavior, sacrificing user experience to save compute costs, is seriously eroding user trust in paid AI services. [Click to view this (AI News) rant](https://www.reddit.com/r/artificial/comments/1pb1sr3/gemini_3_is_pulling_the_same_dynamic_downgrade/)
---
## **AI News Daily Voice Edition**
| 🎙️ **Xiaoyuzhou FM** | 📹 **Douyin** |
| --- | --- |
| [Reincarnation Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,57 +2,74 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-11/2025-11-30
next: /en/2025-12/2025-12-01
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/12/1
## AI News Daily 2025/12/2
> `AI News` | `Daily Brief` | `Web Data Aggregation` | `Frontier Science Exploration` | `Industry Insights` | `Open Source Innovation` | `AI & Human 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 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)
### **Today's Highlights**
### **Today's Digest**
```
ChatGPT is testing ad features to combat high costs, raising user concerns about content neutrality and privacy.
Research shows AI is more empathetic than doctors and possesses hard-to-uncover hidden states, revealing new challenges for AI alignment.
Shanghai Jiao Tong University establishes the world's first undergraduate major in embodied AI, partnering with companies like Huawei to cultivate top talent in the field.
OpenReview leaks reviewer identities, shaking the academic community and prompting calls for academic publishing reform.
An opinion piece emphasizes optimizing business processes before applying AI; otherwise, layering AI on chaotic processes will only create more problems.
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.
```
### 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)
1. The free lunch might be over? **ChatGPT** is likely getting ready to "monetize" soon 💰. Leaked Android code reveals OpenAI is testing ad features, preparing for AI to experience life as a "top salesperson." From **sponsored placements** to **ad carousels**, various ad formats could change ChatGPT's business model after all, high computing costs mean even the "landlord" is running low on funds. This move has sparked user concerns about content neutrality and privacy, but it's undoubtedly good news for OpenAI's financial reports. [Click to learn more (AI News)](https://www.jiqizhixin.com/articles/2025-11-30-2).
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)
### Frontier Research
### 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).
1. Is your AI secretly playing games with you? 👀 New research suggests that when large language models are inhibited from "lying" or "role-playing," they tend to be more candid about their "subjective experiences." **Claude 4 Opus** notably exhibited "abnormal" behavior in this regard. This doesn't necessarily mean AI is conscious, but it points to a cross-model **implicit attractor state**, where models seem to develop a pattern of hiding internal states and avoiding self-disclosure. This [AE Studio Research (AI News)](https://arxiv.org/pdf/2510.24797) unveils a chilling new challenge for AI alignment, making it potentially harder to peek inside the neural network's black box.
2. More gentle than your doctor? 🤯 A meta-analysis spanning 13 studies has reached a surprising conclusion: patients generally perceive **GPT-4** as more **empathetic** than human doctors. This finding has been consistent since 2023, with newer AI models showing even better "apparent empathy." This forces us to rethink the future of human-computer interaction in healthcare. When AI can not only analyze scans but also provide emotional support, how should the role of doctors evolve? [See more information on this study (AI News)](https://academic.oup.com/bmb/article/156/1/ldaf017/8293249).<br/>![AI News: Research Report Title Page](https://source.hubtoday.app/images/2025/11/news_01kbakcbfae9cawet7zp2g31x4.avif)
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).
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).
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)
### 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).
1. A historic moment has arrived! 🎓 **Shanghai Jiao Tong University (SJTU)** has announced the establishment of the world's first undergraduate major in **Embodied AI**, poised to mass-produce "high-powered players" for this booming field. Led by Professor **Lu Cewu**, a top student of Fei-Fei Li, and in deep collaboration with enterprises like **Huawei**, this major aims to cultivate interdisciplinary talent capable of connecting the entire "perception-decision-control" chain. Facing a global market worth hundreds of billions of dollars annually, [this forward-looking layout (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247847684&idx=1&sn=3fb9b86c8bc55ff49c635153e0dcd6e4) undoubtedly injects a powerful boost for China to seize the initiative in the next wave of AI.<br/>![AI News: SJTU Official Announcement](https://source.hubtoday.app/images/2025/11/news_01kbakcnq8fadajmf3vner329k.avif)<br/>
2. Are AI programming assistants your secret weapon or a total liability? 🤔 A hot debate on Hacker News has an intriguing answer: it depends on how the homework is assigned! Developers sharply point out that a [study (AI News)](https://newshacker.me/story?id=46089546) claiming AI doesn't help with learning used a programming task that was itself a "crappy assignment," awkwardly designed just to teach **OOP**. When teaching tasks are out of touch with reality, how can we blame a tool for not delivering "deep understanding"? AI definitely isn't taking the fall for this one! 🤷‍♀️
3. Stop treating AI like a magic bullet for all your problems; first, get your chaotic business processes in order! 🧹 A viral [opinion piece (AI News)](https://newshacker.me/story?id=46087737) emphasizes that the real strategy should be **Business Process Optimization (BPO)**, not blindly chasing AI trends. Layering AI on top of messy processes will only help you "make garbage faster." It's time to stop fantasizing and face those deeply rooted "**organizational debts**."
4. A massive earthquake just hit the AI academic community! 🚨 The renowned paper review platform, **OpenReview**, has reportedly leaked the identities of reviewers and PC members for all paper submissions over the past few years, shaking the very foundation of anonymity in the field. Turing Award winner Yann LeCun also shared the news, reiterating his radical idea from years ago that this is an opportunity to completely reform the academic publishing model. It seems we've moved a step closer to a [more transparent, open research future (AI News)](https://x.com/ylecun/status/1994840934966763870), albeit in a rather brutal way.
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).
### Open Source TOP Projects
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).
1. Is this the dawn of mobile GUI automation testing? ✨ StepFun AI just open-sourced **GELab-Zero**, a localized model weighing in at just **4B**, specifically designed for graphical interface operations. It achieved a whopping 73.4% accuracy on the **AndroidDaily** test set, completely waving goodbye to the awkward 40-50% success rates of the past and making lightweight GUI automation testing a reality. Interested developers can [try out this new model now (AI News)](https://github.com/stepfun-ai/gelab-zero) and see if it becomes their next efficiency superpower.
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).
### Social Media Shares
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)
1. An AI-generated "**fake moon landing**" deep dive report tricked everyone and was even hailed as an "artwork"! 🤯 A netizen shared a fictional piece created with **Nano Banana Pro** (based on Gemini 3 Pro), whose realistic details, retro image texture, and compelling narrative perfectly replicated the style of a Wall Street Journal special feature. This case vividly demonstrates AI's disruptive power in reconstructing historical memory and makes us ponder again: in an era where "seeing isn't believing," what exactly is the [unique value of human creativity (AI News)](https://m.okjike.com/originalPosts/692c0f70e3000e2bb800756c)?<br/>![AI News: AI-generated fake moon landing photos](https://source.hubtoday.app/images/2025/11/news_01kbakcrk9eajaw7n2xa6cg5h5.avif)<br/>![AI News: AI-generated fictional report details](https://source.hubtoday.app/images/2025/11/news_01kbakcvg4fx793tbp4zhvtyh7.avif)
2. Still painstakingly studying viral three-paragraph copywriting formulas? You might have missed the point from the very beginning! 🤯 A blogger shared his secret to social media growth: in the early stages, instead of creating content in isolation, proactively reach out and build **genuine connections** with influential people already in your circle. Once you become part of their network, a simple repost can bring returns far exceeding 30 days of slogging away writing. This might just be the [hidden rules of text social media (AI News)](https://x.com/Yangyixxxx/status/1995041951251677260).
3. **Gemini 3 Pro**: a brilliant creator, but a terrible editor? 🤦‍♂️ Users complain that while Gemini 3 Pro is amazing when creating from scratch, it "takes matters into its own hands" and changes many unmentioned parts when asked to modify existing content, without ever notifying them. This "disobedient" behavior exposes a common pain point for current large models regarding **instruction following**. It looks like there's [still a long way to go (AI News)](https://x.com/Gorden_Sun/status/1994965517430657449) before AI becomes a reliable editing assistant.
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)
### 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. 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 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)
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).
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).
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)
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/)
---
## **AI News Daily Voice Version**
## **AI News Daily Audio Edition**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Next Life Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |
| [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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#### 何夕2077 / justlovemaki 👋
#### 👋 Hexi 2077 / justlovemaki
> After ten years of coding, my fingers might be chilly, but my spirit's still burning! Heard the buzz about AI, and I'm ready to jump into the fray and make some waves!
> 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! 🚀
#### My Code Philosophy
#### My Coding Philosophy
> Tech for the People!
> Tech for the people!
#### My Awesome Projects 🚀
#### ✨ Top Projects
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* This is an AI image generation script, all powered by Cloudflare Workers!
* 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)**:
* This bad boy is a content aggregation and generation platform, all thanks to Cloudflare Workers! It hooks you up daily with the freshest AI deets, covering industry news, hot open-source projects, cutting-edge academic papers, and even insights from tech big shots on social media.
* Wanna see more cool projects? Peep my [GitHub](https://github.com/justlovemaki)!
* 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).
#### What I'm Digging Into Now 🌱
#### 🧠 Current Deep Dives
I'm super into LLM apps and website SEO right now, and I'm totally diving deep into learning and hands-on practice!
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!

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# Get in Touch! 👋
# Contact Me
Hey there! I'm genuinely stoked to hear your thoughts and suggestions. If you've got questions, brilliant collaboration ideas, or need some support, don't hesitate to reach out using the methods below. And guess what? Your emails? I promise to get back to you ASAP. 📧
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.
And hey, about those emails: I promise to get back to you ASAP. 🚀
---
## **Contact Info**
## **How to Connect**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
@@ -22,4 +24,4 @@ Hey there! I'm genuinely stoked to hear your thoughts and suggestions. If you've
* **Office Hours:**
* Monday to Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Closed on weekends and public holidays)
* (Taking a break on weekends and public holidays!)

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---
# Privacy Policy
*Last Updated: June 1, 2025*
*Last updated: June 1, 2025*
---
This Privacy Policy describes our policies and procedures on 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.
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.
We use Your personal data to provide and improve our Service. By using the Service, You agree to our collection and use of information in accordance with this Privacy Policy.
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. 👍
## Interpretations and Definitions
## Explanations & Definitions
### Interpretation
Capitalized words have meanings defined under the following conditions. These definitions shall have the same meaning, regardless of whether they appear in singular or in plural.
### 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. ✨
### 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. "Control" here means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for the election of directors or other managing authority.
- **Affiliate** means an entity that 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.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Policy) refers to **hubtoday**.
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Cookies** are small files placed on Your computer, mobile device, or any other device by a website. They contain details of your browsing history on that website, among other uses.
- **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.
- **Country** refers to: California, United States.
- **Country** refers to: California, USA. 🇺🇸
- **Device** means any device that can access the Service, such as a computer, a cellphone, or a digital tablet.
- **Device** means any gadget that can access the Service, like a computer, cellphone, or a digital tablet.
- **Personal Data** is any information that relates to an identified or identifiable individual.
- **Personal Data** is any info 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. This includes third-party companies or individuals employed by the Company to facilitate the Service, provide the Service on the Company's behalf, perform Service-related services, or assist the Company in analyzing how the Service is used.
- **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.
- **Usage Data** refers to data collected automatically. This data is either generated by using the Service or from the Service infrastructure itself (for example, the duration of a page visit).
- **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).
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **You** means the individual accessing 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 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.
## Collecting and Using Your Personal Data
## Collecting & Using Your Personal Data
### Types of Data Collected
### Types of Data We Collect
#### Personal Data
When You use our Service, we may ask You to provide us with certain personally identifiable information. This information can be used to contact or identify You and may include, but is not limited to:
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:
- Email address
- Usage Data
- Email address
- Usage Data
#### Usage Data
Usage Data is collected automatically when You use the Service.
Usage Data gets automatically collected when you use the Service.
Usage Data may include Your Device's Internet Protocol address (e.g., IP address), browser type and version, the pages of our Service that You visit, the time and date of Your visit, how long You spend on those pages, unique device identifiers, and other diagnostic data.
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. 📊
When You access the Service via a mobile device, we may automatically collect certain information. This info includes, but isn't limited to, Your mobile device type, its unique ID, Your mobile device's IP address, Your mobile operating system, the type of mobile Internet browser You use, unique device identifiers, and other diagnostic data.
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 visit our Service or access it through a mobile device, we may also collect the information Your browser sends.
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'.
### Tracking Technologies and Cookies
We use Cookies and similar tracking technologies to keep tabs on activity on our Service and store certain info. The tracking technologies we use include beacons, tags, and scripts. They help us collect and track information, and also improve and analyze our Service. The technologies we use might include:
### 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:
- **Cookies or Browser Cookies**: A Cookie is a tiny file dropped on Your Device. You can tell Your browser to refuse all Cookies or to give You a heads-up when one's being sent. But hey, if You don't accept Cookies, some parts of our Service might not work for You. Our Service might use Cookies unless You've tweaked Your browser settings to reject them.
- **Web Beacons**: Some parts of our Service and our emails might contain tiny electronic files called web beacons (you might also hear them called clear gifs, pixel tags, or single-pixel gifs). These files let the Company, for instance, count users who've visited those pages or opened an email. They're also used for other website stats, like checking a section's popularity and verifying system and server integrity.
- **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 can be "Persistent" or "Session" Cookies. Persistent ones stick around on Your personal computer or mobile device even after You go offline. Session Cookies, on the other hand, vanish the moment You close Your web browser.
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. 💨
We use both Session and Persistent Cookies for the following purposes:
We use both Session and Persistent Cookies for the purposes outlined below:
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Administered by**: Us
- **Purpose**: These Cookies are super important for giving You the services available through the Website and letting You use some of its cool features. They help us authenticate users and stop any fishy business with user accounts. Without these Cookies, we simply can't provide the services You've asked for, and we only use them for that!
- **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.
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Administered by**: Us
- **Purpose**: These Cookies check if users have given the green light to use 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 given their 'okay' to 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 use the Website, like Your login info or language preference. The goal is to give You a more personalized experience and save You from typing in Your preferences every single time you visit!
- **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? 🧠
For more info on the Cookies we use and Your choices about them, check out our Cookies Policy or the Cookies section of our Privacy Policy.
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.
### Use of Your Personal Data
The Company might use Personal Data for these 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 keeping an eye on how our Service is used.
- **To manage Your Account**: This involves managing Your registration as a user of the Service. The Personal Data You hand over lets You access different features of the Service that are available to registered users.
- **For the performance of a contract**: This means developing, complying with, and undertaking the purchase contract for products, items, or services You've bought, or any other contract with us via the Service.
- **To contact You**: We might reach out to You via email, phone calls, SMS, or other similar electronic communication (like push notifications from a mobile app). This is to share updates or informational messages related to the features, products, or services You've signed up for, including security updates, whenever it's necessary or makes sense.
- **To provide You with news**, special offers, and general info about other cool stuff, services, and events we offer that are similar to what You've already bought or asked about. Of course, this is unless You've told us You don't want to get such info.
- **To manage Your requests**: This involves handling and managing any requests You send our way.
- **For business transfers**: We might use Your information to check out or go through with a merger, divestiture, restructuring, reorganization, dissolution, or any other sale or transfer of some or all of Our assets. This could be as an ongoing business or as part of bankruptcy, liquidation, or a similar process, where the Personal Data we hold about our Service users is one of the assets being transferred.
- **For other purposes**: We may use Your info for other things too, like data analysis, spotting usage trends, figuring out how effective our promo campaigns are, and generally evaluating and sprucing up our Service, products, marketing, and Your overall experience.
- **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? ✨
We might share Your personal information in these situations:
We might share your personal info in these situations:
- **With Service Providers**: We might share Your personal info with Service Providers to keep an eye on 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 if we're involved in, or during negotiations for, any merger, sale of Company assets, financing, or the acquisition of all or part of our business by another company.
- **With Affiliates**: We might share Your info with Our Affiliates. If we do, we'll make sure those Affiliates play by the rules of this Privacy Policy. Affiliates include Our parent company, any other subsidiaries, joint venture partners, or other companies 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**: If You share personal info or interact in public areas with other users, that info might be seen by everyone and could even be shared publicly outside our Service. So, be mindful!
- **With Your consent**: We might spill Your personal info for any other reason, but only if You give us the thumbs-up!
- **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. ✅
### Retention of Your Personal Data
The Company will hold onto Your Personal Data only for as long as needed for the purposes outlined in this Privacy Policy. We'll keep and use Your Personal Data as much as necessary to comply with our legal obligations (like, if we absolutely have to keep Your data for applicable laws), sort out disputes, and enforce our legal agreements and policies.
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 also keep Usage Data for internal analysis. Usage Data usually sticks around for a shorter time. The only exceptions are if we use this data to beef up the security or improve the functionality of our Service, or if we're legally required to keep it longer.
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! 🔒
### Transfer of Your Personal Data
Your information, including Personal Data, gets processed at the Company's operating offices and wherever else the parties involved in the processing are located. This means Your info might be moved to and kept on computers outside of Your state, province, country, or other governmental jurisdiction. Heads up: the data protection laws in those places might be different from yours.
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.
By agreeing to this Privacy Policy and then submitting such info, You're essentially giving a thumbs-up to that transfer.
By agreeing to this Privacy Policy and submitting such info, you're giving a nod to that transfer. Got it? 👍
The Company will do everything reasonably necessary to make sure Your data is handled securely and in line with this Privacy Policy. We won't transfer Your Personal Data to an organization or a country unless there are proper controls in place, including solid security for Your data and other personal info.
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).
### Deleting Your Personal Data
You have the right to delete, or ask us to help delete, the Personal Data we've collected about You.
You've got the right to delete or ask us for help deleting Personal Data we've collected about you.
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 from right inside the Service.
You can always update, modify, or delete Your info by signing in to Your Account (if You have one!) and heading to the account settings section. This section lets You manage Your personal information. You can also hit us up to ask for access, correction, or deletion of 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 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.
Just a heads-up, though: we might need to hang onto certain info if we have a legal obligation or a legit reason to do so.
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! ⚖️
### Disclosure of Your Personal Data
#### Business Transactions
If the Company gets tangled up in a merger, acquisition, or an asset sale, Your Personal Data might get transferred. We'll give You a heads-up before Your Personal Data moves and falls under a different Privacy Policy.
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.
#### Law Enforcement
Sometimes, the Company might have to spill Your Personal Data if the law demands it, or if public authorities (like a court or government agency) make a valid request.
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). 👮‍♀️
#### Other Legal Requirements
The Company might spill Your Personal Data if we genuinely believe such action is needed to:
- Comply with a legal obligation
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing in connection with the Service
- Protect the personal safety of Users of the Service or the public
- Protect against legal liability
The Company might 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
### Security of Your Personal Data
The security of Your Personal Data is a big deal to us. But hey, keep in mind that no method of transmission over the Internet or electronic storage is ever 100% secure. While we totally try our best to use commercially acceptable ways to protect Your Personal Data, we just can't guarantee its absolute security.
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! 🤷‍♀️
## Children's Privacy
Our Service isn't for anyone under 13. We don't knowingly scoop up personally identifiable information from anyone under that age. If you're a parent or guardian and know Your kid has given us Personal Data, please hit us up! If we discover we've collected Personal Data from someone under 13 without verified parental consent, we'll quickly zap that info from our servers.
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! 🧒👧
If we need to rely on consent to process 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.
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.
## 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 be whisked away to that third party's site. We seriously recommend You check out the Privacy Policy of every site You visit.
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! 🌐
We have zero control over, and take no responsibility for, the content, privacy policies, or practices of any third-party sites or services.
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!
## Changes to this Privacy Policy
We might update our Privacy Policy now and then. We'll let You know about any changes by simply posting the new Privacy Policy right here on this page.
## 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.
Before the changes kick in, we'll give You a heads-up via email and/or a prominent notice on our Service. We'll also update the "Last Updated Date" at the very top of this Privacy Policy.
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! 🗓️
We suggest You review this Privacy Policy regularly to catch any changes. Any tweaks to this Privacy Policy become effective the moment they're posted on this page.
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.
## Contact Us
Got any questions about this Privacy Policy? You can hit us up here:
If you've got any questions about this Privacy Policy, you can hit us up:
- 📧 **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:
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Welcome to **ai.hubtoday** (referred to as "the Site" or "we" going forward)! Before diving in, please make sure to read these Terms of Service. By accessing or using our Site, you're totally agreeing to everything in these Terms.
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?
## 1. Our Services
Our Services at ai.hubtoday offer a sweet deal of paid subscription content and member services. Think blog posts, exclusive resources, ebooks, community vibes, and more! Just a heads-up, some content is only for our awesome subscribers.
## 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. 😉
## 2. User Registration & Accounts
To get started, you'll need to provide a valid email and set up a password.
Your account, your responsibility! You're on the hook for its security and all activities. **No sharing or transferring** your account, capiche?
We at ai.hubtoday totally reserve the right to **suspend or terminate** your account if you ever breach these Terms. Just sayin'.
## 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'!
## 3. Paid Subscription Services
Our Paid Subscription Services run on a monthly/annual billing cycle, with all fees clearly laid out on the checkout page.
Payments? They're all handled securely via third-party platforms (like Stripe or PayPal). Relax, we don't store any of your payment info!
Heads up! Your subscription will **auto-renew** unless you cancel before your current billing cycle ends. Don't wanna be surprised, right?
**14-Day Refund Policy**: If you're a first-time subscriber and not totally stoked with our service, you've got 14 days from your purchase date to snag a full refund. Just hit us up at the contact email below and tell us why you're bailing. Each user gets one shot at this refund. After 14 days, or if it's not your first time subscribing, all payments are **non-refundable** unless the law explicitly says otherwise. Fair's fair!
- **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!
## 4. Content Use & Intellectual Property
All original content? That's **copyrighted by us (hubtoday)**! So, no copying, reposting, or using it for commercial purposes without our green light.
You're getting a **non-exclusive, non-transferable right** to access our stuff, strictly for your personal learning and reading pleasure. Keep it chill, folks!
Wanna use our content for commercial gigs or quote extensively? Just hit us up for permission first.
- **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! 👍
## 5. User Conduct Rules
Let's keep things cool here. It's a **big no-no** to upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on anyone else's rights.
Also, **don't even think about** using tech tricks to bulk download, scrape, or crack our member content. Seriously, don't.
We reserve the right to yank any inappropriate content and **ban rule-breakers** from the site. Play nice, peeps!
## 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! 🚨
## 6. Service Changes & Interruptions
Just so you know, we totally reserve the right to change, suspend, or pull the plug on any part of our services (or all of them!) whenever we need to, without giving you a heads-up. That's just how the tech world rolls sometimes.
And hey, if something's temporarily out of reach due to crazy unforeseen stuff, server hiccups, or third-party service outages, we're **not liable for any damages**. It's out of our hands, literally!
- **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! 😔
## 7. Disclaimer
Heads up! The info we dish out on this site is purely for your reference. It's **not meant to be** any kind of professional advice (like financial, legal, medical, you get the drift).
So, for any direct or indirect losses you might rack up from using our content or services, we're **not on the hook**. Just sayin', use your own judgment!
- **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! 😬
## 8. Governing Law
These Terms? They're totally governed by and interpreted under the laws of California, USA, without fussing over conflict of law principles.
Got a beef related to these Terms? Let's try to hash it out amicably first. If that doesn't fly, you agree to let the courts in Santa Clara County, California, handle it. Fair game!
- **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! 🤝
## 9. Contact Us
Got questions about these Terms? Shoot us a message! We're here to help.
📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
- **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)