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---
linkTitle: 12-10-Daily
title: 12-10-Daily AI News Daily
weight: 22
breadcrumbs: false
comments: true
description: Horizon has rolled out its Riemann architecture, totally revamping AI
chip (AI News) logic using manifold geometry. Its Journey 7 series chips are set
to dro.
---
## AI News Daily 2025/12/10
> AI News | Daily Briefing | Aggregated Web Data | Frontier Science Exploration | Industry Voice | Open Source Innovation | AI & Human Future | [Visit Web Version 🔗](https://ai.hubtoday.app/) | [Join Group Chat 💬](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
```
Horizon's Riemann architecture reconfigures chip logic; Journey 7 performance surges 10x, directly rivaling Tesla AI5.
SpaceX's valuation rockets to $800 billion, surpassing OpenAI to become the world's most valuable unicorn, with an IPO planned for next year.
OpenAI launches official certification courses, offering free AI skill certification targeting workforce demands.
Alibaba Tongyi's SAPO reinforcement learning method addresses unstable MoE training, leading to a performance surge in Qwen3-VL.
An OpenAI report reveals the top 5% of elites boost efficiency by 16x, while the AI usage gap for ordinary people widens.
```
### Product & Feature Updates
1. **Horizon** has rolled out its Riemann architecture, totally revamping [AI chip (AI News)](https://www.jiqizhixin.com/articles/2025-12-09-7) logic using manifold geometry. Its Journey 7 series chips are set to drop with a whopping 10x performance boost ✨, directly gunning for Tesla AI5. The Tiangong Kaiwu compiler now features reinforcement learning, slashing latency from 300ms to a mere 160ms, meaning a single chip can handle autonomous driving in Shenzhen's urban jungle. Plus, HSD Together is opening up [full-stack algorithm services (AI News Daily)](https://www.jiqizhixin.com/articles/2025-12-09-7), cutting carmakers' costs by a hefty 90% 💸 and bringing "pro driver" capabilities to even budget-friendly cars 🚗.
2. **SpaceX's** valuation has absolutely skyrocketed to $800 billion 🚀, with Elon Musk reclaiming the crown as the [global unicorn king (AI News)](https://www.aibase.com/zh/news/23503)! It doubled in just five months, blowing past OpenAI to become the world's most valuable private company. We're talking a potential $300 secondary market trading price 💰, with an IPO for its Starlink and rocket businesses slated for the latter half of next year, ready to [pre-IPO (AI News Daily)](https://www.aibase.com/zh/news/23503). This year, they pulled in $15.5 billion in revenue, easily beating OpenAI's projected $13 billion, thanks to NASA and a fleet of 9,000 satellites fueling its massive empire.
![AI News: SpaceX Rocket Launch Site](https://source.hubtoday.app/images/2025/12/news_01kc1xp53meexbknnf2ge5g23h.avif)<br/>
3. **OpenAI** has dropped its official certification courses, and AI skill certification is now [open for application (AI News)](https://openai.com/index/openai-certificate-courses) 🎉! The AI Foundations series covers real-world use cases, giving developers a quick jumpstart. This certification program is laser-focused on workforce needs, so even everyday folks can snag a certificate to prove their AI prowess [Source: (AI News Daily)](https://openai.com/index/openai-certificate-courses). The courses are totally free, and let's face it, AI certification could totally become a must-have in the future job market 🏆. OpenAI is quietly making moves in the education space.
4. **NVIDIA** just got the green light to sell its H200 chips to China ✅, with the US government snagging a sweet 25% [sales commission (AI News)](https://www.aibase.com/zh/news/23482)! The Commerce Department gave the nod for exports to specific clients, showing Jensen Huang's White House lobbying efforts really paid off 🤝. Just five months ago, SpaceX was valued at $400 billion, and now it's doubled to $800 billion. This NVIDIA H200 unban [Source: (AI News Daily)](https://www.aibase.com/zh/news/23482) could seriously fire up the compute market 🔥. But hey, Chinese customers will still face strict reviews and conditions, so it's not a free-for-all. The US government is set to bag a cool quarter from this whole deal.
5. **Zhipu** has open-sourced its AutoGLM phone-level Agent, which can handle everything from ordering takeout to booking [flight tickets, now fully open (AI News)](https://www.aibase.com/zh/news/23481) 🍔✈️! Its "Phone Use" capability can reliably execute dozens of operations and supports over 50 apps 📲 like WeChat, Taobao, and Douyin. Open-sourcing this means phone manufacturers can just copy it directly, pushing the AI phone ecosystem from closed-off to [open (AI News Daily)](https://www.aibase.com/zh/news/23481). It's got dual deployment—local and cloud—so your private data stays put, never uploaded. The technical barrier has absolutely plummeted 👇, meaning even regular manufacturers can now churn out AI phones.
6. **n8n 2.0** just dropped, making a huge leap ⬆️ from a basic functional tool to an [enterprise-grade stable platform (AI News Daily)](https://blog.n8n.io/introducing-n8n-2-0/)! Now, code nodes run in isolation by default, and permissions are seriously locked down for top-notch security 🔒. Plus, publishing and saving are totally separate, just like in a proper code development workflow, so you don't accidentally mess things up. The SQLite driver's performance has exploded by 10x ⚡, and get this, an auto-save feature is coming in January. Heads up though, the old version only has a 3-month transition period left [Source: (AI News)](https://blog.n8n.io/introducing-n8n-2-0/).
7. **Google** is slashing its Gemini free API ✂️, making a full-throttle push to clear the runway for Banana Pro's [compute power (AI News Daily)](https://x.com/Gorden_Sun/status/1998341528192757792). AI Studio has stopped offering free 2.5 Pro interfaces, Flash usage limits have been drastically cut 📉, and concurrency is getting super tight. Banana Pro is just *that* hot right now; Google's basically funneling all its TPUs to enterprise clients, leaving individual developers totally bummed out 😩 [Source: (AI News)](https://x.com/Gorden_Sun/status/1998341528192757792).<br/>
### Frontier Research
1. **Alibaba Tongyi** has open-sourced its SAPO reinforcement learning method, which is specifically designed to tackle [unstable training (AI News)](https://x.com/Alibaba_Qwen/status/1998300361514500554) in MoE models 🧠. This method swaps out harsh clipping for soft adaptive policy optimization, so gradients won't just vanish or explode anymore 💪. It uses dual adaptation at both sequence and token levels, plus an asymmetric temperature design that keeps MoE training super steady 🎯. Qwen3-VL saw a massive jump in Pass@1 during real-world tests 📈, and it's crushing mathematical encoding and multimodal tasks across the board. Good news: the paper and blog are [already public (AI News Daily)](https://arxiv.org/abs/2511.20347)!
2. **Anthropic** has pinpointed LLM personality vectors 🎯, meaning we can now [edit and control (AI News Daily)](https://x.com/DeepLearningAI/status/1998067878520623468) those pesky hallucinations and sycophantic tendencies 💯! It turns out, layer output patterns are basically personality traits, which you can pull out by just subtracting the opposite from the average sample output. They're using fine-tuning datasets to screen for and predict personality drift, making training way safer and more predictable 🛡️. Plus, advanced behavioral structures are now editable, so engineers can tweak a model's personality *beforehand* 👩‍💻, finally cracking open the LLM's internal logic [Source: (AI News)](https://x.com/DeepLearningAI/status/1998067878520623468) and banishing the "black box" mystery.
![AI News: LLM Personality Vector Diagram](https://source.hubtoday.app/images/2025/12/news_01kc1xq5ztf38b25yrcns9z24e.avif)<br/>
3. **Microsoft Research** is dropping some major predictions 🔮 for 2026 AI trends, hinting that adaptive robots and Agent-[native economies (AI News)](https://x.com/MSFTResearch/status/1998110064062709920) are just around the corner 🤖! Researchers shared their insights on the next wave of innovation, covering everything from hardware to the broader ecosystem. The report spells out all the key areas, basically laying down the blueprint for tomorrow's competitive landscape 🗺️ [Source: (AI News Daily)](https://x.com/MSFTResearch/status/1998110064062709920).
![AI News: Microsoft 2026 AI Trends Report Cover](https://source.hubtoday.app/images/2025/12/news_01kc1xqf7tebntpcrz323tvseh.avif)<br/>
4. A **new YOLO framework** is here, specifically designed for small object detection, and it's making drone aerial photography accuracy [absolutely soar (AI News Daily)](https://arxiv.org/abs/2512.07379) 🚁! They've optimized cropping dimensions based on SW-YOLO, meticulously fine-tuned sliding window overlap parameters, and integrated CBAM with a fresh new Head into the architecture. The mAP on the VisDrone dataset exploded from 35.5 to a whopping 61.2 💥, totally crushing CZDet's 58.36. The paper is already out in the wild [Source: (AI News)](https://arxiv.org/abs/2512.07379).
5. The **LookWhere self-supervised method** is a game-changer 🌟, making visual recognition both cheap and super accurate [Source: (AI News)](https://arxiv.org/abs/2505.18051) 💰🎯! It cleverly combines a low-resolution selector with a high-resolution extractor 🧠, saving tons of compute ♻️ by not processing the entire image. Through joint pre-training, it learns *where* to look and *what* to look for, achieving self-distillation without needing any task supervision. For high-resolution traffic sign recognition, FLOPs are slashed by a whopping 34x ⚡, and processing time is cut by 6x! It's also making waves with ImageNet and ADE20K. Good news for developers, the [paper is open source (AI News Daily)](https://github.com/antofuller/lookwhere).
6. **TEXTER**, a brand-new zero-shot text explanation framework ✨, is here to translate [decision features (AI News Daily)](https://arxiv.org/abs/2512.07245) directly into natural language! It works by spotting contributing neurons and emphasizing encoded features, then mapping them into CLIP space to fetch explanatory text. Thanks to sparse autoencoders, Transformer architecture interpretability is absolutely soaring 🚀, churning out explanations that are both more faithful and crystal clear 💬 [Source: (AI News)](https://arxiv.org/abs/2512.07245).
### Industry Outlook & Social Impact
1. **OpenAI's latest report** just dropped, revealing some wild stuff 🤯: the top 5% of elites are boosting their efficiency by a mind-blowing 16 times 📈, but [ordinary people are seriously being left behind (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652652636&idx=1&sn=48b3df36dccdbd475934cee426355a46) 😟! Digging into 800 million user data points, the report shows businesses are adopting AI faster and deeper, with employees saving almost an hour every day. Get this: top performers are using data analysis 16 times more than the average Joe, and the usage gap is just shockingly huge 😲. Non-tech roles are seeing a 36% jump in programming interactions, making AI readiness a crucial dividing line 🚧 for the future [Source: (AI News Daily)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652652636&idx=1&sn=48b3df36dccdbd475934cee426355a46).
2. **DeepSeek founder Liang Wenfen** has been named one of Nature's top ten [Scientific Figures (AI News Daily)](https://www.jiqizhixin.com/articles/2025-12-09) for 2025 🏅! This financial whiz kid 🧠 founded DeepSeek and has dropped multiple major models 🆕 this year. Nature's commentary raved about his breakthroughs in AI, calling him a prime example 🌟 of someone successfully crossing over from investment to tech [Source: (AI News)](https://www.nature.com/immersive/d41586-025-03848-1/index.html).
3. Over at **Meituan**, some frontend devs are switching to backend to go full-stack 🔄, signaling the [inevitable changes (AI News Daily)](https://x.com/frxiaobei/status/1998384221254279667) 💡 happening in organizational structures during the AI era. If product lines want to move fast, they're leaning heavily towards full-stack, because having a single person who can handle a whole feature end-to-end brings much higher value. Job roles are blurring, and folks who can "close the loop" on their own are becoming super valuable 💎, while those who can't are facing tougher times 😥. Expect to see a lot more of these kinds of shifts next year [Source: (AI News)](https://x.com/frxiaobei/status/1998384221254279667).
![AI News: Meituan Organizational Structure Adjustment Diagram](https://source.hubtoday.app/images/2025/12/news_01kc1xr7aqfm9822hq7bgx3vfm.avif)<br/>
### Top Open Source Projects
1. The **claude-mem plugin** automatically logs your Claude coding sessions [Source: (AI News Daily)](https://github.com/thedotmack/claude-mem) and it's already got 1.2k stars ⭐! It snags every single operation and then uses the agent-sdk to condense it all into relevant context 🤖. What's awesome is that future sessions will automatically pull in this historical info, making your coding experience super smooth and efficient ✨. And hey, it's totally open source on GitHub if you want to [View More (AI News)](https://github.com/thedotmack/claude-mem).
2. **NVIDIA** has open-sourced `cutile-python`, a cool new tool ✨ for writing [parallel kernels (AI News)](https://github.com/NVIDIA/cutile-python) for GPUs, already racking up 1.1k stars ⭐! The cuTile programming model is custom-built for NVIDIA GPUs 💻, making it a breeze for developers to jump in and supercharge parallel computing tasks ⚡. It's perfect for deep learning and scientific computing applications [Source: (AI News Daily)](https://github.com/NVIDIA/cutile-python).
### Social Media Shares
1. **Gemini 3** has just opened up "Nano Banana Pro," and its [image generation (AI News Daily)](https://x.com/googleaidevs/status/1998129169427746831) capabilities are absolutely blowing minds 🤯! It's churning out super realistic isometric diagrams 🎨, and the community's favorite examples are flooding everyone's feeds 🤩. Users are reporting that its performance totally crushes DALL·E 💪, and Google's official AI developer account is even showing off celebratory images [Source: (AI News)](https://x.com/googleaidevs/status/1998129169427746831).
2. **NVIDIA** has dropped a new GPU-accelerated learning path 📚 for data analysis, [jointly launched (AI News)](https://x.com/NVIDIAAIDev/status/1998120396910895314) with Google Cloud! This means cuDF can supercharge your pandas code 🚀, giving you a direct speed boost ⚡ without even touching your existing code. Plus, these courses are totally free 🎉, which is awesome news for all you data scientists out there 📊 [View Details (AI News Daily)](https://nvda.ws/3KDEth1)!
3. In real-world tests, **Zhipu GLM4.6V** delivered some killer [text-image mixed output (AI News Daily)](https://x.com/aiwarts/status/1998061101775540247) for long documents featuring image references 🖼️💬! Its performance metrics are right there with Qwen3-VL-235B 🎯, and the z.ai platform can even pull screenshots from various spots. The output content is perfectly tailored ✨ for platforms like Xiaohongshu and WeChat Official Accounts. Plus, Carl from AI Warts has already dropped his review video [Source: (AI News)](https://x.com/aiwarts/status/1998061101775540247).
`<video src="https://source.hubtoday.app/images/2025/12/news_01kc1xsg8fex6a0xjjve7220qa.mp4"></video><br/>`
4. **Info card prompt optimization** is a thing now, turning single cards into multiple ones ➡️🖼️🖼️, which totally fits the bill ✅ for [social platform (AI News)](https://x.com/shao__meng/status/1998200834849702316) vibes. Gemini 3 has re-optimized, now generating adaptive, magazine-style HTML5 posters 📰. Expect some cool visual rhythm 🎨 with light and dark shifts. And just so you know, the WeChat Official Account "AI Enlightenment Partner" is always dropping fresh updates [Source: (AI News Daily)](https://x.com/shao__meng/status/1998200834849702316).
![AI News: Info Card Multi-Poster Effect Display](https://source.hubtoday.app/images/2025/12/news_01kc1xsveqe9js4ztehqnsy6va.avif)<br/>
5. The **nano banana prompt** is churning out ultra-realistic ID photos 📸, automatically matching [country-specific rules (AI News Daily)](https://x.com/dotey/status/1998147710008865226)! It intelligently reads your country and document type 🌍, then applies official biometric standards ✅ to pump out 6 print-quality photos. No beauty filters, no touch-ups 🚫✨ — it perfectly replicates your uploaded facial features. And guess what? The prompt itself is already public [Source: (AI News)](https://x.com/dotey/status/1998147710008865226).
![AI News: nano banana-generated ID photo sample](https://source.hubtoday.app/images/2025/12/news_01kc1xsz8hft4s8axk5eahpsgc.avif)<br/>
---
## **AI News Daily Audio Version**
| 🎙️ **Afterlife Tavern** | 📹 **Douyin** |
| --- | --- |
| [Afterlife 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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@@ -2,85 +2,87 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-12/2025-12-08
next: /en/2025-12/2025-12-09
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI Daily Briefing 2025/12/9
## AI Daily Report 2025/12/10
> `AI News` | `Daily Morning Read` | `All-Net Data Aggregation` | `Frontier Science Exploration` | `Industry Voices` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version ](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
> AI News | Daily Morning Read | Aggregated Web Data | Frontier Science Exploration | Industry Voice | Open Source Innovation | AI & Human Future | [Visit Web Version ](https://ai.hubtoday.app/) | [Join Group Chat 👋](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Rundown**
### **Today's Summary**
```
Keling launches Subject Library: Single-image multi-angle generation with 96% accuracy, Pro plan 29 RMB/month.
Perplexity's BrowseSafe achieves 91% prompt injection defense; Cristiano Ronaldo invests and endorses.
Stanford CS146S bans coding, requires AI tool development; waitlist over 200.
ChatGPT offers 1 free month on subscription cancellation; Luo Yonghao criticizes AI phone hype as Doubao gets blocked.
MIT locates human brain's "language chip": strawberry-sized 4.2 cm³, 15-year research open-sourced.
Horizon Robotics Riemann Architecture redefines chip logic, Journey 7 performance up 10x, targeting Tesla AI5.
SpaceX valuation surges to $800B, surpasses OpenAI as world's most valuable unicorn, plans IPO next year.
OpenAI launches official certification courses, free AI skills certification targets job market demand.
Alibaba Tongyi SAPO reinforcement learning tackles MoE training instability, Qwen3-VL performance explodes.
OpenAI report reveals top 5% elite efficiency up 16x, widening AI usage gap for ordinary people.
```
### Product & Feature Updates
1. **Kuaishou's Keling AI has launched a new Subject Library feature on its O1 model, pushing character consistency past 96%!** 🚀 Users can upload a single image to generate multi-angle and lighting variations, supporting cross-scene calls. The system automatically extracts style keywords, and the Pro version costs 29 RMB/month. This allows filmmakers to batch-generate storyboards and merchants to reduce try-on video costs by 90% (super cool!). Multi-person collaboration will be rolled out next quarter. <br/>![AI News: Kuaishou's Keling Subject Library Multimodal Generation Interface](https://source.hubtoday.app/images/2025/12/news_01kbza215je0jr2m17ps5t7a1b.avif)<br/>
1. **Horizon Robotics has dropped its new Riemann Architecture 🔥, completely overhauling [AI Chips (AI News)](https://www.jiqizhixin.com/articles/2025-12-09-7) logic with manifold geometry.** Get ready for the Journey 7 series chips, which are boosting performance by a whopping 10x 🚀, directly gunning for Tesla AI5. What's more, their TianGongKaiWu compiler now rocks reinforcement learning, slashing latency from 300ms to a mere 160ms, meaning a single chip can power autonomous driving across Shenzhen's urban jungle. And here's a sweet deal: HSD Together is opening up [Full-Stack Algorithm Services (AI Daily Report)](https://www.jiqizhixin.com/articles/2025-12-09-7), cutting carmakers' costs by 90% and bringing 'old driver' capabilities to popular 100,000-level vehicles. Talk about a game-changer! ✨
2. **Perplexity has unveiled BrowseSafe, its new system boasting a 91% defense rate against prompt injection attacks that's 6 percentage points higher than GPT-5!** This new system employs a three-layer defense strategy. Cristiano Ronaldo has announced his investment in Perplexity and signed a global endorsement deal, with the platform set to launch a [Fan Interaction Hub (AI News)](https://www.aibase.com/zh/news/23469). While BrowseSafe's benchmarks and models are now open source, its detection rate for multilingual attacks currently stands at 76% 🔒. Last year, Perplexity's Comet browser introduced support for high-privilege session operations. <br/>![AI News: BrowseSafe Detection Mechanism Architecture Diagram](https://source.hubtoday.app/images/2025/12/news_01kbza23vbepvsff7w0pqad4gj.avif)<br/>
2. **SpaceX's valuation has absolutely skyrocketed to $800 billion 🚀, with Elon Musk reclaiming the title of [King of Global Unicorns (AI News)](https://www.aibase.com/zh/news/23503)!** This company has doubled its worth in just five months 🎉, now outranking OpenAI as the world's most valuable private company. Shares are expected to trade at $300 in the secondary market, with an IPO planned for the second half of next year, packaging Starlink and rocket operations to [Get a Head Start (AI Daily Report)](https://www.aibase.com/zh/news/23503). With projected revenue of $15.5 billion this year, it's crushing OpenAI's anticipated $13 billion, thanks to NASA contracts and a massive constellation of 9,000 satellites fueling its commercial empire. 💰<br/>![AI News: SpaceX Rocket Launch Site](https://source.hubtoday.app/images/2025/12/news_01kc1xp53meexbknnf2ge5g23h.avif)<br/>
3. **Stanford's CS146S course has completely banned coding, making it an all-AI practical experience!** Students are required to develop software using [Cursor and Claude (AI News)](https://www.jiqizhixin.com/articles/2025-12-08-7), submitting chat logs alongside their projects. The waiting list for this course is already over 200 people long 🔥. The ten-week curriculum covers coding agents, terminal automation, and security vulnerability detection. Lead instructor Eric, who previously worked in Stanford's NLP group, will launch a public version of the course for professional developers next year (woohoo!).
3. **OpenAI has officially launched its new certification courses ✨, with [Applications Now Open (AI News)](https://openai.com/index/openai-certificate-courses) for AI skill certification!** Their 'AI Foundations' series is designed to cover real-world applications, helping developers quickly get up to speed. This certification program is clearly targeting job market demands 🎯, enabling everyone to gain official credentials for their AI abilities [Source: (AI Daily Report)](https://openai.com/index/openai-certificate-courses). The courses are completely free 🆓, hinting that AI certifications might become a must-have in the future job market. Looks like OpenAI is subtly staking its claim in the education space! 🎓
4. **ChatGPT is offering a free month of use when you cancel your subscription!** If you click "cancel subscription" in your account settings on the web version, the system will pop up a free month offer. Several [overseas users (AI News)](https://www.reddit.com/r/artificial/comments/1pgoc3j/) have confirmed this applies to the Plus plan 💡, and the action must be completed in a browser. This strategy is likely aimed at retaining users and is currently limited to individual account verification. <br/>
4. **NVIDIA has gotten the green light to sell its H200 chips to China 🚀, with the US government snagging a sweet 25% [Sales Commission (AI News)](https://www.aibase.com/zh/news/23482)!** The Commerce Department approved exports to specific customers, showing Jensen Huang's White House lobbying efforts paid off quickly. Just five months ago, SpaceX was valued at $400 billion, now it's doubled to $800 billion 🎉. This lifting of the NVIDIA H200 ban [Source: (AI Daily Report)](https://www.aibase.com/zh/news/23482) could further ignite the computing power market. However, Chinese customers will still face scrutiny and strict conditions 🚧, meaning the US government pockets a quarter of the earnings from this move. Cha-ching! 💸
5. **Luo Yonghao, at the GeekPark conference, slammed the "AI phone hype," pointing out that Apple, Huawei, and OV haven't launched genuine [AI phone products (AI News)](https://www.aibase.com/zh/news/23463) in three years.** His own "Doubao" phone has faced account restrictions from mainstream apps due to "abnormal operations" 🚫, emphasizing that ecological competition is far more complex than technology alone. Luo himself remains focused on AR entrepreneurship, believing that AI assistants will eventually become ubiquitous. <br/>
5. **Zhipu AI has open-sourced its AutoGLM mobile-level agent ✨, which can order takeout and handle [Ticket Booking Fully Open (AI News)](https://www.aibase.com/zh/news/23481)!** Its 'Phone Use' capability reliably completes dozens of operations 📱 and supports over 50 apps, including WeChat, Taobao, and Douyin. This open-source move means phone manufacturers can directly replicate the tech, shifting the AI phone ecosystem from closed to [Open (AI Daily Report)](https://www.aibase.com/zh/news/23481). With both local and cloud deployment options 🔒, private data stays put, and the technical barrier has plummeted, allowing even average manufacturers to build AI phones. Pretty neat, huh? 😎
### Cutting-Edge Research
6. **n8n 2.0 has just dropped 🚀, transforming from a feature-rich tool into an [Enterprise-Grade Stable Platform (AI Daily Report)](https://blog.n8n.io/introducing-n8n-2-0/)!** Code nodes now execute in isolation by default 🔒, tightening permissions significantly for enhanced security. The release and save functions are now separate, mimicking code development workflows to prevent accidental operations. Plus, the SQLite driver boasts a massive 10x performance boost 💨, with an auto-save feature coming in January. Heads up: the old version will only be supported for a three-month transition period [Source: (AI News)](https://blog.n8n.io/introducing-n8n-2-0/). Get ready for some serious upgrades! 💪
1. **MIT's 15-year research, published in Nature Neuroscience, has pinpointed a human brain "language chip" no larger than a strawberry!** This network, located in the left inferior frontal gyrus, measures just 4.2 cm³ 🧠. Data from 212 aphasia patients proves that language and thought modules are completely decoupled, and the [probability map has been open-sourced (AI News)](https://www.aibase.com/zh/news/23443). Meta and DeepMind have already cited this map to optimize large model architectures and brain-computer interface designs. A dual-region stimulation protocol is expected to be released in Q2 next year.
7. **Google is cutting back on its free Gemini API ✂️, clearing the way for Banana Pro's [Computing Power (AI Daily Report)](https://x.com/Gorden_Sun/status/1998341528192757792)!** AI Studio is no longer offering free 2.5 Pro interfaces, Flash usage is getting a huge chop, and concurrency limits are tightening. Banana Pro is just too popular 🍌, so Google's redirecting all its TPUs to enterprise clients, leaving individual developers in tears 😭 [Source: (AI News)](https://x.com/Gorden_Sun/status/1998341528192757792). Tough break, folks! 💔<br/>
2. **Alibaba has launched Live Avatar, a system capable of real-time generation of virtual humans for unlimited durations!** This system supports 20 frames/second voice-driven animation and can run continuously for over 3 hours 💫. It maintains stable character appearance through a three-layer anti-drift mechanism, combined with the [Qwen3 model (AI News)](https://www.xiaohu.ai/c/a066c4/) to achieve two-way interaction between language and expressions. The technology employs streaming block generation, with the student model achieving teacher model quality through self-reinforcement training (pretty neat!). Both the paper and code are now publicly available. <br/>![AI News: Live Avatar Real-time Generation Process Demo](https://source.hubtoday.app/images/2025/12/news_01kbza29rce1ht8sdn2p1vce2g.avif)<br/>
### Frontier Research
3. **ICLR 2026 submissions are facing an academic crisis, with 50 cases of hallucinated citations already discovered!** A research team found unretrievable fabricated references in 300 samples, estimating that 20,000 submissions could contain hundreds of such instances. The discussion is sharply focused on the balance between [author responsibility (AI News)](https://newshacker.me/story?id=46181466) and tool accountability 🔥. The community suggests using BibTeX validation and RAG retrieval, but the detection tool GPTZero has been questioned for potential false positives. Academia is calling for the establishment of cross-institutional disclosure and disciplinary mechanisms. <br/>
1. **Alibaba Tongyi has open-sourced its SAPO reinforcement learning method 🔥, specifically designed to tackle [Unstable Training (AI News)](https://x.com/Alibaba_Qwen/status/1998300361514500554) in MoE models!** This "Soft Adaptive Policy Optimization" replaces rigid clipping, ensuring gradients don't vanish or explode. With dual sequence-level and token-level adaptivity 🔄, plus an asymmetric temperature design, MoE training becomes super stable. Qwen3-VL saw a massive jump in Pass@1 during real-world tests 📈, with overall improvements across math, coding, and multimodal tasks. The paper and blog post are now [Published (AI Daily Report)](https://arxiv.org/abs/2511.20347)! Big news for researchers! 📚
4. **Google has released its Titans inference-time memory architecture, but without open-sourcing the weights a move drawing community criticism.** The paper proposes using gradients as a "surprise signal" to instantly update memory modules, supporting ultra-long context [self-modifying learning (AI News)](https://newshacker.me/story?id=46181231). The HOPE solution, combined with a CMS system, achieves hierarchical persistent memory 💡. The community is criticizing Google for only releasing papers and not models, a stark contrast to the strategies of Meta and DeepSeek. Security discussions are focusing on data poisoning risks and alignment issues. <br/>
2. **Anthropic has pinpointed LLM personality vectors ✨, making it possible to control hallucinations and sycophantic tendencies 🤯!** This means such behaviors are now [Editable (AI Daily Report)](https://x.com/DeepLearningAI/status/1998067878520623468). Layer output patterns represent personality traits, and these can be extracted by subtracting opposite average sample outputs. Fine-tuning datasets can now screen for and predict personality drift 🔬, leading to safer and more controllable training. Advanced behavioral structures are becoming editable, allowing engineers to intervene in model personalities proactively and finally demystify LLM internal logic [Source: (AI News)](https://x.com/DeepLearningAI/status/1998067878520623468) no more black boxes! 🔓<br/>![AI News: LLM Personality Vector Diagram](https://source.hubtoday.app/images/2025/12/news_01kc1xq5ztf38b25yrcns9z24e.avif)<br/>
5. **Stanford has proposed LaserMix++, a semi-supervised LiDAR semantic segmentation framework that's a real game-changer!** This framework integrates multi-sensor supplementation, enabling feature distillation from cameras to LiDAR 🚗. It achieves full supervised accuracy with only one-fifth of the labeled data and has been validated on multiple [driving datasets (AI News)](https://arxiv.org/abs/2405.05258). It supports general applications for cross-LiDAR representation, significantly reducing outdoor re-shooting costs. The technology incorporates multimodal LaserMix operations and language knowledge guidance. <br/>
3. **Microsoft Research is forecasting the 2026 AI trends ✨, with adaptive robots and agent-[Native Economy (AI News)](https://x.com/MSFTResearch/status/1998110064062709920) on the horizon!** Researchers are sharing the next chapter of innovation, offering a comprehensive outlook from hardware to ecosystem. The report meticulously lists key areas 🔑, defining the future competitive landscape [Source: (AI Daily Report)](https://x.com/MSFTResearch/status/1998110064062709920). Get ready for some serious shifts! 📈<br/>![AI News: Microsoft 2026 AI Trends Report Cover](https://source.hubtoday.app/images/2025/12/news_01kc1xqf7tebntpcrz323tvseh.avif)<br/>
4. **A new YOLO framework is here, specifically designed for small object detection 🎯, leading to [Soaring (AI Daily Report)](https://arxiv.org/abs/2512.07379) accuracy in drone aerial photography!** Built upon SW-YOLO, it features optimized cropping dimensions, fine-tuned sliding window overlap parameters, and introduces CBAM and a new Head to its architecture. The mAP on the VisDrone dataset has jumped from 35.5 to an impressive 61.2 📈, absolutely crushing CZDet's 58.36. The paper is officially published [Source: (AI News)](https://arxiv.org/abs/2512.07379). This is huge for drone tech! 🚁
5. **The LookWhere self-supervised method is a game-changer 🔥, making visual recognition both cost-effective and accurate [Source: (AI News)](https://arxiv.org/abs/2505.18051)!** It cleverly combines a low-resolution selector with a high-resolution extractor 🧠, avoiding full image processing to save a ton of computing power. Joint pre-training helps it learn 'where to look' and 'what to see' 👀, all through self-distillation without needing task supervision. For high-resolution traffic sign recognition, it slashes FLOPs by 34x and cuts processing time by 6x ⚡. And guess what? It's performing just as well on ImageNet and ADE20K! Check out the [Paper Open Source (AI Daily Report)](https://github.com/antofuller/lookwhere). Impressive! 💪
6. **TEXTER, a brand new zero-shot text explanation framework ✨, is translating [Decision Features (AI Daily Report)](https://arxiv.org/abs/2512.07245) into natural language!** It works by identifying contributing neurons and highlighting encoded features 🧠, then mapping them to CLIP space to retrieve explanatory text. With the help of sparse autoencoders 🔥, the interpretability of Transformer architectures is soaring 🚀, resulting in more faithful and clearer explanations [Source: (AI News)](https://arxiv.org/abs/2512.07245). This is huge for understanding complex AI models! 💡
### Industry Outlook & Social Impact
1. **McKinsey predicts that by 2030, AI will replace 800 million jobs while simultaneously creating 130 million new ones.** A Berkeley professor warns that all professions, including CEOs, will be impacted ⚠️. Brookings research indicates that job displacement in the US could reach 1.3 to 2.4 million over ten years. [Affected industries (AI News)](https://www.aibase.com/zh/news/23461) include driving, logistics, accounting, and healthcare. IBM executives emphasize that managers who don't utilize AI will be phased out, highlighting the societal need for retraining and psychological adaptation. <br/>
1. **OpenAI's latest report has dropped a bombshell 🔥: the top 5% of elite users are seeing a staggering 16x boost in efficiency, while [Ordinary People are Left Behind (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652652636&idx=1&sn=48b3df36dccdbd475934cee426355a46)!** Analyzing data from 800 million users, the report highlights an accelerating and deepening adoption of AI in businesses, with employees saving nearly an hour a day. However, leading employees are using data analysis at 16 times the median rate 📊, dramatically widening the usage gap 😬. Programming interactions for non-technical roles have jumped by 36%, making AI readiness a critical dividing line for the future [Source: (AI Daily Report)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652652636&idx=1&sn=48b3df36dccdbd475934cee426355a46). Time to catch up! 🏃‍♀️
2. **The Hong Kong Outdoor Robotics Competition dramatically revealed the performance gap between humanoid and quadruped robots!** Zhejiang University's Wongtsai team bagged the $150,000 top prize, with quadruped robots absolutely crushing humanoids in tasks like garbage sorting and off-road navigation 🏆. The competition featured [extreme outdoor scenarios (AI News)](https://www.qbitai.com/2025/12/359560.html), exposing humanoids' weaknesses such as high centers of gravity and fewer contact points. The judging panel included international scholars like Liu Yunhui, and the event is pushing robotics from mere demonstrations towards practical and reliable applications (pretty impressive!). <br/>![AI News: Zhejiang University Robot Dog Off-road Competition Scene](https://source.hubtoday.app/images/2025/12/news_01kbza2ckbewgved9ejbn1j0gy.avif)<br/>
2. **Liang Wenfeng, the visionary founder of DeepSeek 💡, has been named one of Nature's top ten [Scientific Figures (AI Daily Report)](https://www.jiqizhixin.com/articles/2025-12-09) of 2025!** This financial whiz created DeepSeek and has launched multiple groundbreaking models this year. Nature's review praises his breakthroughs in AI ✨, highlighting him as a prime example of a cross-industry leader transitioning from investment to technology [Source: (AI News)](https://www.nature.com/immersive/d41586-025-03848-1/index.html). What an inspiring journey! 🚀
3. **Anthropic has released a VLM self-improvement framework that requires no human labeling pretty neat!** This method synthesizes multimodal instruction pairs and generates reasoning trajectories 🧠, boosting Llama-3.2-11B's performance on VL-RewardBench from 0.38 to 0.51. Its performance even surpasses [90B models and GPT-4o (AI News)](https://arxiv.org/abs/2512.05145), showing significant improvements in both hallucination and reasoning dimensions. The iterative process includes quality grading and self-filtering. <br/>
3. **Meituan is shaking things up by transitioning some front-end developers to full-stack roles ✨, signaling the [Inevitable Changes (AI Daily Report)](https://x.com/frxiaobei/status/1998384221254279667) in organizational structures for the AI era!** If product lines want to move fast, leaning towards full-stack is key 🔑, as single-point closed-loop value becomes higher. Job boundaries are disappearing 🔥, making those who can deliver end-to-end solutions more valuable, while others may find it tougher. Expect to see more moves like this next year [Source: (AI News)](https://x.com/frxiaobei/status/1998384221254279667). Adapt or get left behind! 🏃‍♀️<br/>![AI News: Meituan Organizational Structure Adjustment Diagram](https://source.hubtoday.app/images/2025/12/news_01kc1xr7aqfm9822hq7bgx3vfm.avif)<br/>
4. **Anthropic has unveiled CookAnything, a multi-step recipe image generation framework that creates consistent recipe illustrations of any length!** The system uses step-region control and flexible RoPE encoding to generate coherent [recipe illustrations (AI News)](https://arxiv.org/abs/2512.03540) 📸. Cross-step consistency control maintains ingredient details, outperforming existing methods in both training and training-free settings. Application scenarios include guiding media and programmatic content creation.
### Top Open Source Projects
### Top Open-Source Projects
1. **The `claude-mem` plugin is a game-changer 🚀, automatically recording Claude coding sessions [Source: (AI Daily Report)](https://github.com/thedotmack/claude-mem)!** With 1.2k stars ⭐, it captures all operations and compresses them into relevant context using `agent-sdk`. Future conversations will automatically inject this historical information 💾, making your coding experience seamless and highly efficient 🔥. It's now open-source on GitHub, so [View More (AI News)](https://github.com/thedotmack/claude-mem) and check it out! ✨
1. **Cloudflare has launched VibeSDK, an open-source ambient coding platform with ⭐3.6k stars!** Built entirely on the Cloudflare tech stack, it empowers developers to set up [custom coding environments (AI News)](https://github.com/cloudflare/vibesdk) 💻. The project provides a complete deployment solution and documentation, perfect for team collaboration scenarios. Community feedback highlights the high integration of its toolchain, lowering the barrier to entry for building ambient coding platforms. <br/>
2. **Open Notebook, an open-source alternative to NotebookLM, has garnered ⭐13k stars and offers more flexibility and expanded features!** 🚀 It supports [custom note-taking workflows (AI News)](https://github.com/lfnovo/open-notebook) and includes a multi-language interface and plugin system, with an active community contributing to its growth. This project is ideal for research teams and educational institutions requiring private deployment. <br/>
3. **Anthropic has released a collection of Claude API quickstart projects, boasting ⭐11.4k stars!** This collection includes multiple deployable application examples 📦, covering scenarios like chatbots and document processing. The [official repository (AI News)](https://github.com/anthropics/claude-quickstarts) provides detailed tutorials and best practices to help developers quickly integrate Claude's capabilities (pretty sweet!). <br/>
2. **NVIDIA has open-sourced `cutile-python` ✨, a fantastic tool for writing [Parallel Kernels (AI News)](https://github.com/NVIDIA/cutile-python) for GPUs!** Boasting 1.1k stars ⭐, it uses the `cuTile` programming model, specifically engineered for NVIDIA GPUs. Developers can quickly get started ⚡, accelerating parallel computing scenarios 🚀. It's perfect for deep learning and scientific computing [Source: (AI Daily Report)](https://github.com/NVIDIA/cutile-python). A great resource for speed demons! 💪
### Social Media Shares
1. **Tilt-shift photography prompt optimization is causing a stir with its stunning improved results!** Netizens are sharing [optimization methods (AI News)](https://x.com/dotey/status/1997932081343537373) that significantly boost generation quality 📷, leading to a flood of users showcasing their creations in the comments section. Key technical points include depth-of-field control and miniature effect parameter adjustments, applicable to various image generation models. <br/>![AI News: Tilt-Shift Photography Effect Comparison Chart](https://source.hubtoday.app/images/2025/12/news_01kbza2ghmf5x998c4fczw0vfq.avif)<br/>
1. **Gemini 3 has unleashed 'Nano Banana Pro' ✨, and its [Image Generation (AI Daily Report)](https://x.com/googleaidevs/status/1998129169427746831) capabilities are absolutely 🔥!** Isomorphic diagrams are generating with jaw-dropping realism, and the community's favorite examples are flooding social feeds. Users are raving that the results far surpass DALL·E 🤯, with Google's AI developer account celebrating the showcased images 📸 [Source: (AI News)](https://x.com/googleaidevs/status/1998129169427746831). Get ready to be amazed! 🤩
2. **100-million-token usage data has unveiled new laws in AI economics!** The report reveals that [price is not the decisive factor (AI News)](https://x.com/frxiaobei/status/1997909580953833945); rather, inference quality and workflow integration are at the core 💡. Role-playing and programming account for nearly 90% of usage, with Gemini demonstrating general-purpose tool attributes. Meanwhile, open-source mid-sized models are seeing an increase in adoption for private deployment scenarios (pretty awesome!). <br/>![AI News: 2025 AI Usage Data Analysis Chart](https://source.hubtoday.app/images/2025/12/news_01kbza2msge7y8m2pnbed1kf76.avif)<br/>
2. **NVIDIA has rolled out a new data analysis GPU accelerated learning path 💡, [Jointly Launched (AI News)](https://x.com/NVIDIAAIDev/status/1998120396910895314) with Google Cloud!** Using `cuDF`, you can accelerate your pandas code 🚀 without needing to change a single line. The free courses are now open 🆓, a true blessing for data scientists 🔥! [View Details (AI Daily Report)](https://nvda.ws/3KDEth1) and get ready to supercharge your workflows! ✨
3. **The Claude Diary project has achieved continuous learning for code assistants seriously mind-blowing!** It extracts experience through a journaling + reflection mechanism and [updates memory (AI News)](https://x.com/shao__meng/status/1997944044656218345), allowing the system to automatically distill rules like Git workflows and coding styles from conversations 🧠. The author reported a significant boost in development efficiency after using it for a month, with the technology drawing inspiration from the CoALA architecture and generative agents papers. <br/>
3. **Zhipu GLM4.6V has been put to the test 🚀, showing it can [Output Mixed Text and Images (AI Daily Report)](https://x.com/aiwarts/status/1998061101775540247) by citing images from long documents!** Its metrics are on par with Qwen3-VL-235B 📊, and the z.ai platform allows for citing screenshots from various locations. The output content is perfectly adapted for Xiaohongshu and WeChat official accounts ✨. Carl's AI Warts review video is already out 🔥 [Source: (AI News)](https://x.com/aiwarts/status/1998061101775540247). Check out the video below! 👇<br/><video src="https://source.hubtoday.app/images/2025/12/news_01kc1xsg8fex6a0xjjve7220qa.mp4"></video><br/>
4. **Cosmic UI, a sci-fi-themed component library, has officially launched with React framework adaptation!** Its design draws inspiration from science fiction works ✨, using TypeScript to ensure type safety. The [open-source project (AI News)](https://m.okjike.com/originalPosts/6935965facae00f2849469d2) provides comprehensive documentation and examples, helping developers quickly integrate a futuristic interface. It also supports compatibility with mainstream frameworks. <br/>![AI News: Cosmic UI Component Display Interface](https://source.hubtoday.app/images/2025/12/news_01kbza2t6pf258bkg9f0jwxcr6.avif)<br/>
4. **Info card prompt optimization is here ✨, transforming single images into multiple ones for a better fit with [Social Platforms (AI News)](https://x.com/shao__meng/status/1998200834849702316)!** Gemini 3 has re-optimized, now adaptively generating magazine-style HTML5 posters 🖼️. With dynamic light and dark visual rhythms, the WeChat Official Account "AI启蒙小伙伴" (AI Enlightenment Partner) is continuously updating 🔥 [Source: (AI Daily Report)](https://x.com/shao__meng/status/1998200834849702316). Get ready for some slick visuals! 🤩<br/>![AI News: Info Card Multiple Poster Display Effect](https://source.hubtoday.app/images/2025/12/news_01kc1xsveqe9js4ztehqnsy6va.avif)<br/>
5. **Long-running Agent practices are revealing a new bottleneck: detailed requirements documentation!** Developers have shared their [multi-hour operating experiences (AI News)](https://m.okjike.com/originalPosts/693663fbd4bf861079318586) with Claude Code and Codex, discovering that precise requirement docs are crucial 📝. They've even implemented an automated requirement generation feature, with the only remaining constraint being token cost. The method is based on practices outlined in Anthropic's blog guidelines.
5. **The `nano banana` prompt is generating ultra-realistic ID photos 🚀, automatically matching [Country-Specific Rules (AI Daily Report)](https://x.com/dotey/status/1998147710008865226)!** It reads the country and document type 🌍, applies official biometric standards, and churns out six print-ready photos 📸. No beauty filters or retouching involved 🔥, perfectly replicating the uploaded facial features. The prompt has even been made public [Source: (AI News)](https://x.com/dotey/status/1998147710008865226)! Say goodbye to bad passport pics! 😉<br/>![AI News: Nano Banana Generated Passport Photo Example](https://source.hubtoday.app/images/2025/12/news_01kc1xsz8hft4s8axk5eahpsgc.avif)<br/>
---
## **AI Daily Briefing Audio Version**
## **AI Daily Report Audio Version**
| 🎙️ **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 Bistro](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjMEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Bistro](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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---
#### Hey there! 👋 He Xi 2077 / justlovemaki
#### Hexi 2077 / justlovemaki
> Ten years of code, a quiet hum beneath my fingertips, with ambition simmering deep. But now? The AI storm is here, and I'm ready to dive in and make some waves!
> Ten years of coding, fingertips cold; a heart full of dreams, yet untold.
> Then, the AI storm began to brew, now I'm ready to chase the sky anew!
#### My Code Philosophy 🚀
#### My Code Philosophy 💡
> Technology: For the people, by the people! 💡
> Technology for the people! 🛠️
#### My Cool Projects!
#### My Projects ✨
* **[Open Source Contribution / CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* CloudFlare-AI-Image: This is a neat AI image generation script, all powered by Cloudflare Workers.
* **[Open Source Contribution / CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* CloudFlare-AI-Insight-Daily: This bad boy is a content aggregation and generation platform, all thanks to Cloudflare Workers! 🚀 It dishes out daily AI updates, from industry news and hot open-source projects to cutting-edge research and what tech bigwigs are saying on social media.
* My [GitHub](https://github.com/justlovemaki): Wanna see more? It has all the deets! 😉
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* This is an AI image generation script, powered by Cloudflare Workers. Cool, right?
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* This Content Aggregation & Generation Platform, running on Cloudflare Workers, brings you the freshest AI updates daily! Think industry news, hot open-source projects, cutting-edge research, and juicy insights from tech big shots. 🚀
* Wanna see more? Swing by my [GitHub](https://github.com/justlovemaki)!
#### What I'm Diving Into Now 🌱
#### What I'm Digging Into 🌱
> LLM applications and website SEO: These are my current obsessions! I'm super keen and actively learning and building cool stuff in both areas. Let's connect if you're into them too! 👇
> Currently, I'm super keen on LLM applications and website SEO. I'm diving deep into learning and getting hands-on with both! 🧠🔍

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---
# Get In Touch! 🤙
# Contact Me 👋
Your Thoughts & Feedback: I'm genuinely eager to hear what you think and any suggestions you might have! If you've got questions, some epic collaboration ideas, or need a hand with anything, just hit me up using the contact info below. 💡
I'm super keen to hear from you! Got questions, partnership ideas, or just need a hand? Don't hesitate to reach out using the info below.
Quick Replies: You can count on me to get back to your emails ASAP I'm super committed to speedy responses! 💨
You can count on me to get back to your emails lightning-fast. ⚡
---
## **How to Get In Touch** 📮
## **Get In Touch**
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **Personal WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect with me" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="Personal WeChat" subtitle="Feel free to connect with me!" image="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png">}}
{{< /cards >}}
* **Office Hours:**
* Monday - Friday, 9:00 AM - 6:00 PM (GMT+8)
* (Weekends and public holidays are chill time! 🌴)
* (Closed on weekends and public holidays)

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# Privacy Policy
*Last updated: June 1, 2025*
---
This Privacy Policy explains our policies and procedures on the collection, use, and disclosure of your information when you use the Service. It also informs you about your privacy rights and how the law protects you.
**This Privacy Policy** describes Our policies and procedures on the collection, use, and disclosure of Your information when You use the Service and tells 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 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 agree to the collection and use of information in accordance with this Privacy Policy.
## Glossary & Definitions
## Interpretation and Definitions
### Interpretations
Capitalized words have meanings defined under the following conditions. The following definitions will have the same meaning whether they appear in singular or plural.
### Interpretation
**Capitalized words** have meanings defined under the following conditions. The following definitions shall have the same meaning regardless of whether they appear in singular or in plural.
### 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, where "control" means ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for the election of directors or other managing authority.
- **Affiliate** means an entity that 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 either "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, containing details of your browsing history on that website among its many uses.
- **Cookies** are small files that are placed on Your computer, mobile device or any other device by a website, containing the details of Your browsing history on that website among its many uses.
- **Country** refers to: California, United States.
- **Device** means any device that can access the Service such as a computer, a 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 information that relates to an identified or identifiable individual.
- **Service** refers to the Website.
- **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, to provide the Service on behalf of the Company, to perform services related to the Service, or to assist the Company in analyzing how the Service is used.
- **Service Provider** means any natural or legal person who processes the data on behalf of the Company. It refers to third-party companies or individuals employed by the Company to facilitate the Service, to provide the Service on behalf of the Company, to perform services related to the Service or to assist the Company in analyzing how the Service is used.
- **Usage Data** refers to data collected automatically, either generated by the use of the Service or from the Service infrastructure itself (for example, the duration of a page visit).
@@ -50,99 +51,113 @@ For the purposes of this Privacy Policy:
### Types of Data Collected
#### Personal Data
When you use 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:
**While using Our Service**, We may ask You to provide Us with 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
#### Usage Data
Usage Data is collected automatically when using the Service.
**Usage Data** is collected automatically when using the Service.
Usage Data may include your Device's Internet Protocol address (e.g., IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
**Usage Data** may include information such as 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 access the Service by or through a mobile device, we may collect certain information automatically, 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 access the Service by or through a mobile device**, We may collect certain information automatically, 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 visit our Service or access it via a mobile device, we may also collect information that your browser sends.
**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 and Cookies
We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies used include beacons, tags, and scripts to collect and track information and to improve and analyze our Service. The technologies we use may include:
**We** use Cookies and similar tracking technologies to track the activity on Our Service and store certain information. Tracking technologies used are beacons, tags, and scripts to collect and track information and to improve and analyze Our Service. The technologies We use may include:
- **Cookies or Browser Cookies**: A Cookie is a small file placed on your Device. You can instruct your browser to refuse all Cookies or to indicate when a Cookie is being sent. However, if you do not accept Cookies, you might not be able to use some parts of our Service. Unless you have adjusted your browser setting 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 (for example, recording the popularity of a certain section and verifying system and server integrity).
- **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 may 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.
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.
- **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 (for example, recording the popularity of a certain section and verifying system and server integrity).
We use both Session and Persistent Cookies for the purposes set out below:
**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 set out below:
- **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.
- **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 identify if users have accepted the use of cookies on the Website.
- **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 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.
- **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 information about the Cookies we use and your choices regarding Cookies, please visit 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.
### Use of Your Personal Data
The Company may use Personal Data for the following purposes:
**The Company** may use Personal Data for the following purposes:
- **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**: 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 informational communications related to the functionalities, products, or contracted services, including security updates, when necessary or reasonable for their implementation.
- **To provide You with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those that you have already purchased or inquired about unless you have opted not to receive such information.
- **To manage Your requests**: To attend and manage your requests to us.
- **For business transfers**: We may use your information to evaluate or conduct a merger, divestiture, restructuring, reorganization, dissolution, or other sale or transfer of some or all of Our assets, whether as a going concern or as part of bankruptcy, liquidation, or similar proceeding, in which Personal Data held by Us about our Service users is among the assets transferred.
- **For other purposes**: We may use your information for other purposes, such as data analysis, identifying usage trends, determining the effectiveness of our promotional campaigns, and to evaluate and improve our Service, products, marketing, and your experience.
- **To provide and maintain our Service**, including to monitor the usage of our Service.
We may share your personal information in the following situations:
- **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.
- **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 outside.
- **With Your consent**: We may disclose your personal information for any other purpose with your consent.
- **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 informational communications related to the functionalities, products or contracted services, including the 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** may share Your personal information in the following situations:
- **With Service Providers**: We may share Your personal information with Service Providers to monitor and analyze the use of our Service and to contact You.
- **For business transfers**: We may share or transfer Your personal information in connection with, or during negotiations of, any merger, sale of Company assets, financing, or acquisition of all or a portion of Our business 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 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 retain Your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We will retain and use Your Personal Data to the extent necessary to comply with our legal obligations (for example, if we are required to retain your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The Company will also retain Usage Data for internal analysis purposes. Usage Data is generally retained for a shorter period of time, except when this data is used to strengthen the security or to improve the functionality of Our Service, or We are legally obligated to retain this data for longer periods.
**The Company** 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 time periods.
### Transfer of Your Personal Data
Your information, including Personal Data, is processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means that this information may be transferred to and maintained on computers located outside of your state, province, country, or other governmental jurisdiction where the data protection laws may differ from those of your jurisdiction.
**Your 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 than those from Your jurisdiction.
Your consent to this Privacy Policy followed by your submission of such information represents your agreement to that transfer.
**Your consent to this Privacy Policy** followed by Your submission of such information represents Your agreement to that transfer.
The Company will take all 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.
**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 have the right to delete or request that We assist in deleting the Personal Data that We have collected about you.
### Deletion of 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 may provide you with the ability to delete certain information about you from within the Service.
**Our Service** may give You the ability to delete certain information about You from within the Service.
You can 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.
**You** may update, amend, or delete Your information at any time by signing in to 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.
Please note, however, that We may need to retain certain information when we have a legal obligation or lawful basis to do so.
**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
#### Commercial Transactions
If the Company is involved in a merger, acquisition, or asset sale, your Personal Data may be transferred. We will provide notice before your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Business Transactions
**If the Company is involved in a merger, acquisition or asset sale**, Your Personal Data may be transferred. We will provide notice before Your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law enforcement
In 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).
#### 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** may disclose Your Personal Data in the good faith belief that such action is necessary to:
#### Other legal requirements
The Company may disclose your Personal Data in the good faith belief that such action is necessary to:
- Comply with a legal obligation
- Protect and defend the rights or property of the Company
- Prevent or investigate possible wrongdoing in connection with the Service
@@ -150,26 +165,26 @@ The Company may disclose your Personal Data in the good faith belief that such a
- Protect against legal liability
### Security of Your Personal Data
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.
**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 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.
**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 take steps to remove that information from Our servers.
If We need to rely on consent as a legal basis for processing Your information and Your country requires a parent's consent, We may require Your parent's consent before We collect and use that information.
**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 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.
## Links to Other Websites
**Our Service** may contain links to other websites that are not operated by Us. If You click on a third party link, You will be directed to that third party's site. We strongly advise You to review the Privacy Policy of every site You visit.
We have no control over and assume no responsibility for the content, privacy policies, or practices of any third-party sites or services.
**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 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.
**We** may update Our Privacy Policy from time to time. We will notify You of any changes by posting the new Privacy Policy on this page.
Before the changes become effective, We will let You know 🔔 via email and/or a prominent notice on Our Service, and update the "Last updated" date at the top of this Privacy Policy.
**We** will let You know via email and/or a prominent notice on Our Service, prior to the change becoming effective and update the "Last updated" date at the top of this Privacy Policy.
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.
**You** are advised to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they are posted on this page.
## Get in Touch!
If You have any questions about this Privacy Policy, You can contact us:
## Contact Us
**If You have any questions about this Privacy Policy**, You can contact Us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

View File

@@ -10,44 +10,44 @@ sidebar:
---
**Welcome to ai.hubtoday** (referred to as "**This Site**" or "**We**"). Before diving in, please carefully read these Terms of Service. By accessing or using This Site, you're agreeing to be bound by these terms.
Hey there! 👋 Welcome to **ai.hubtoday** (we'll call it "**This Site**" or "**us**"). Before you dive into our awesome services, please take a moment to carefully read through these Terms of Service. By just visiting or using This Site, you're essentially saying "Yep, I agree!" to all these terms. Cool?
## 1. Service Overview
**This Site** offers paid subscription content and member services. These goodies include, but aren't limited to, blog posts, exclusive resources, e-books, and community interactions. Heads up: some content is only for our subscribed members!
## 1. What We're All About (Service Intro)
**This Site** hooks you up with paid subscription content and exclusive member services. Think blog posts, special resources, e-books, and even community interaction the whole nine yards! 📚 Just a heads-up, some of our juiciest content is only for our awesome subscribers.
## 2. User Registration & Accounts
- **Users** need to provide a valid email address and set up a password to register for an account.
- **Users** are responsible for their account's security and all activities under it. Seriously, **no transferring or sharing** your account!
- **This Site** reserves the right to **suspend or terminate** a user's account if they violate these terms.
## 2. Getting Your Account Set Up (User Registration & Accounts)
- To get started, you'll need to give us a valid email address and pick a secure password to register for your account. Easy peasy!
- You're totally responsible for keeping your account secure and for everything that happens under your login. Seriously, **no transferring or sharing your account** that's a big no-no! 🚫
- If you mess up and violate these terms, **This Site** has the right to hit pause or even stop your account altogether. Just sayin'.
## 3. Paid Subscription Services
- **Subscription services** are billed monthly or annually, with costs clearly displayed on the checkout page.
- **All payments** are processed via third-party platforms (like Stripe or PayPal). Don't worry, This Site doesn't store any of your payment info!
- **Subscriptions** will **auto-renew** unless you cancel before your current billing cycle ends.
- **Our 14-day Refund Policy** is simple: First-time subscribers, if you're not happy with our services within 14 days of purchase, you can snag a full refund. Just hit us up at the contact email provided at the end of these terms and tell us why. Each user gets one refund shot! After 14 days, or for non-first-time subscriptions, **no refunds** will be issued unless legally required.
## 3. The Lowdown on Paid Subscriptions
- Our subscription services are billed monthly or annually. You'll see all the deets about the costs clearly laid out on the checkout page. No hidden surprises! 😉
- All payments go through trusted third-party platforms like Stripe or PayPal. Phew! That means **This Site** never actually stores your sensitive payment info. Your security is our priority! ✨
- Heads-up: your subscription will **automatically renew**! So, if you're thinking of breaking up with us, just make sure to cancel before your current billing cycle wraps up.
- **Our Sweet 14-Day Refund Policy**: If you're a first-timer and just not feeling it with our service, you can snag a full refund within 14 days of your purchase. Just ping us at the email address below and tell us what went wrong. Easy enough, right? But remember, this is a one-time deal per user. After 14 days, or if you're not a first-time subscriber, we generally say **no refunds** once you've paid, unless the law forces our hand. Sorry! 🤷‍♀️
## 4. Content Use & Intellectual Property
- **All original content** is **copyrighted by This Site (hubtoday)**. You cannot copy, reproduce, or use it for commercial purposes without authorization.
- **Users** only get a **non-exclusive, non-transferable access right** for personal learning and reading.
- **For commercial use or extensive citation**, please reach out to This Site for authorization.
## 4. What You Can Do With Our Stuff (Content Use & IP)
- Here's the deal: all our awesome original content is **copyrighted by This Site (hubtoday)**. That means you can't just copy, repost, or use it for commercial stuff without getting our go-ahead first. Play fair! 🙏
- Users only receive a **non-exclusive, non-transferable right of access** for personal learning and reading pleasure. No sharing the secret sauce! 😉
- Wanna use our content for commercial purposes or quote us extensively? Awesome! Just hit up **This Site** to get permission first. We're usually pretty cool about it.
## 5. User Conduct Guidelines
- **Don't** upload, post, or spread any content that's illegal, harassing, false, offensive, or infringes on others' rights.
- **Also, don't** use technical means to bulk download, scrape, or crack member content.
- **This Site** has the right to remove inappropriate content and **ban violating users**.
## 5. Playing Nice (User Conduct Guidelines)
- Listen up: it's **absolutely forbidden** to upload, post, or spread any content that's illegal, harassing, fake, offensive, or steps on anyone else's toes. Let's keep it clean, folks! 😇
- Also, **no sneaky tech tricks** like bulk downloading, crawling, or trying to crack our member content. That's just not cool, and we'll notice! 🕵️‍♂️
- **This Site** totally reserves the right to yank any inappropriate content and even **boot out users** who aren't playing by the rules. Consider yourself warned! 🚪
## 6. Service Changes & Interruptions
- **We** reserve the right to change, suspend, or terminate any part or all of our services at any time, without prior notice.
- **This Site** **won't be liable for compensation** if content is temporarily inaccessible due to force majeure, server failures, or third-party service interruptions.
## 6. Oops, Things Might Change (Service Changes & Interruptions)
- FYI: We might change, pause, or even stop some or all of our services at any time, without giving you a heads-up. It's just how the tech world rolls sometimes! 🔄
- If something wild happens—like an act of nature, server goes kaput, or a third-party service breaks down—and you can't access our content, **This Site won't be on the hook for any damages**. It's out of our control, sorry! 😔
## 7. Disclaimer
- **Information provided by This Site** is for reference only and **doesn't constitute** any professional advice (like financial, legal, or medical).
- **This Site** **isn't responsible for** any direct or indirect losses users incur from using our content or services.
## 7. Our "We're Not Responsible For Everything" Disclaimer
- Just a friendly reminder: the info we provide on **This Site** is purely for reference. It's **definitely not** professional advice (like financial, legal, or medical stuff). Always consult a pro for that! 🧑‍💼
- And here's the kicker: **This Site is absolutely not responsible** for any losses, direct or indirect, that you might suffer from using our content or services. Use at your own risk, folks! 😅
## 8. Governing Law
- **These Terms of Service** are governed by and construed in accordance with the laws of the State of California, USA, without regard to its conflict of law principles.
- **Any disputes** arising from or related to these terms should first be resolved through friendly negotiation. If that doesn't work out, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California.
## 8. The Legal Stuff (Governing Law)
- These Terms of Service are governed by and will be interpreted according to the laws of California, USA. We're not getting into any tricky "conflict of law" debates here. ⚖️
- If any beef arises from or relates to these terms, we promise to try and sort it out amicably first. If we can't hug it out, you agree to take it to the courts in Santa Clara County, California. Let's hope it doesn't come to that! 🤞
## 9. Contact Us
- **If you have any questions** about these terms, feel free to reach out to us using the info below:
## 9. Need to Chat? (Contact Us)
- Got questions about these terms? No worries! Just hit us up via the following contact info: 👇
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)