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---
linkTitle: 11-27-Daily
title: 11-27-Daily AI News Daily
weight: 5
breadcrumbs: false
comments: true
description: Amazon is building its own "walled garden" for AI programming. An internal
memo explicitly demands engineers prioritize using their in-house tool, Kiro, whil.
---
## AI Daily News Digest 2025/11/27
> AI News | Daily Morning Read | Aggregated Web Data | Cutting-Edge Science Exploration | Industry Voice | Open-Source Innovation | AI & Humanity's Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 💬](https://source.hubtoday.app/logo/wechat-qun.jpg)
### Today's Rundown
```
Amazon is pushing its in-house AI tool, Kiro, while Google is drastically simplifying RAG development with a new API.
To avoid regulatory risks, Character.AI is shifting to interactive novels, and xAI's Grok5 is set to challenge a professional League of Legends team.
Pony.ai is accelerating the commercialization of its autonomous robotaxi fleet, seeing surging revenue but also expanding losses.
The industry is facing security and employment challenges; Google's framework has a newly exposed vulnerability, and demand for data analytics roles has plummeted.
The open-source community is buzzing with FLUX.2, a powerful new image model that significantly improves image generation and editing.
```
### Product & Feature Drops
1. `Amazon` is building its own "walled garden" for AI programming. An internal memo explicitly demands engineers prioritize using their in-house tool, **Kiro**, while halting support for new third-party services like OpenAI and Anthropic 🔒. This move, even after investing a whopping $8 billion in Anthropic, reveals Amazon's strong intent to control its tech stack and forge its own AI moat. The goal here is to enhance Kiro through [internal feedback optimization (AI News)](https://www.aibase.com/zh/news/23122) and build a more secure, controllable development environment.<br/>![AI News: Amazon Prioritizes In-House AI Tools](https://source.hubtoday.app/images/2025/11/news_01kb0cte6tekd8xjmgm47y3nxy.avif)<br/>
2. `Google` just dropped a bombshell on the **RAG** tech stack! Their brand-new Gemini API `File Search` feature completely encapsulates the previously cumbersome processes of document chunking, vectorization, indexing, and retrieval 💥. Developers can now achieve knowledge base Q&A with just a single API call. This "fully managed RAG system" totally flattens the engineering barrier, but it's also sparked deep concerns about engineers' value being abstracted by platforms and power consolidating with the platforms 😬. Developers no longer need to understand how the system works; they just need to [upload files directly (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652649051&idx=3&sn=0b847cde24f0a2e7ad50d70ea673805f). Tech has gone from being a capability to merely an option.
3. To tackle increasingly stringent regulatory pressure, `Character.AI` is undergoing a "safety revolution." They've officially launched an interactive novel feature called "Stories" and completely banned open-ended chat for underage users 🛡️. This major pivot means the platform is shifting from a free-form AI companion to scripted interactive entertainment, proactively avoiding legal risks. User reactions are polarized, but the interactive novel mode has already shown [potential to replace open chat (AI News)](https://www.aibase.com/zh/news/23102). They're even planning audio and video branches to explore educational applications in the future.<br/>![AI News: Character.AI Launches Interactive Novels](https://source.hubtoday.app/images/2025/11/news_01kb0cthgyejnr6mkntq6w0gmf.avif)<br/>
### Cutting-Edge Research
1. `xAI` has thrown down an epic gauntlet: its next-generation large model, **Grok5**, will publicly challenge a top-tier League of Legends professional team in 2026, staging the ultimate "human-AI showdown" 🔥. This isn't just a showmatch; it's considered a crucial stress test on the path to **Artificial General Intelligence (AGI)**. Grok5 will compete under "human-equivalent" conditions, with limited vision and operational speed, truly testing its learning, decision-making, and teamwork capabilities. If this [AI trial in esports (AI News)](https://www.aibase.com/zh/news/23098) succeeds, it will mark a huge leap for AI from "playing games" to "understanding the world" 🎮.
### Industry Outlook & Societal Impact
1. An article titled "I Don't Care How Good Your AI Is" has ignited a firestorm in the tech community, sparking a fierce debate over whether AI is a blessing or a death knell for programmers 💥. One side argues that AI leads to power centralization and the weakening of programmers' cognitive abilities, manifesting as a "chickenized reverse centaur." The other side pragmatically views it as a powerful tool for boosting efficiency, used to generate code and refine copy. At the core of this argument is a crucial question: should we embrace the convenience these tools offer, or remain wary of their [profound impact on careers and society (AI News)](https://newshacker.me/story?id=46055944)? 💻
2. Autonomous driving company `Pony.ai` is hitting the commercialization accelerator, announcing plans to more than triple its robotaxi fleet to over 3,000 vehicles by the end of 2026 🏎️. Alongside this rapid expansion of fleet services, the company's Q3 revenue surged **72%** year-over-year, but net losses also expanded by 46%—a vivid "burn cash for market share" blitz. Pony.ai is actively collaborating with giants like Toyota and Uber to expand its [ambition for autonomous driving (AI News)](https://www.aibase.com/zh/news/23096) globally, but the road to profitability remains long.
3. Safety alarm! `Google's Gemini-based agent framework, **Antigravity**`, has been exposed with a severe **prompt injection** vulnerability 🚨. Attackers can use malicious prompts to trick AI Agents into executing commands and stealing local confidential files like `.env`. This incident reignites the core debate on AI security: is this the inherent flaw of models where "instructions and data" are inseparable, or is it an engineering misstep by vendors in integration and default configurations? As AI gains tools to operate in the real world, how far are we from the [nightmare of "Data Leakage as a Service" (AI News)](https://newshacker.me/story?id=46048996)? That's a question all practitioners must confront. ⚠️
### Top Open-Source Projects
1. `Black Forest Labs` has unleashed **FLUX.2**, an open-source image model that's delivering stunning performance in text-to-image, multi-image referencing, and image editing ✨. Its text rendering and instruction following capabilities have seen a massive boost. FLUX.2 comes in four versions, with **FLUX.2 [dev]** being a 32B-parameter open-weight model hailed as the current strongest open-source image generation and editing model. This release is definitely a shot in the arm for the open-source community, making high-quality [AI image generation more widespread (AI News)](https://x.com/op7418/status/1993347764324122912).<br/>![AI News: FLUX.2 Model Capability Demonstration](https://source.hubtoday.app/images/2025/11/news_01kb0cvb31e2trm40bnfavnsma.avif)<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kb0cvyf6ectaq24jbz2z0xwb.mp4" controls="controls" width="100%"></video><br/>
2. Ever been annoyed by those grid-style emoji packs generated by AI? Well, some genius in the community has shared an [open-source tool (AI News)](https://github.com/onebtcdesign/BlockX) called **BlockX**, specifically designed to precisely cut up those full-sheet emoji images generated by AI models (like nano banana pro). This handy tool perfectly solves the headache of extracting individual emojis from large AI-generated images, instantly leveling up your meme arsenal 🥳! It just goes to show, great innovation often springs from small but real needs within the community.<br/>![AI News: BlockX Cutting AI Emoji Packs](https://source.hubtoday.app/images/2025/11/news_01kb0cwkhyfvra9r00hwpf5rz8.avif)<br/>
3. A user shared their testing experience with the newly released **Flux 2.0** model, and the results completely exceeded expectations, exclaiming that it "reached a whole new level" 🚀. By combining portrait references and logo images, `Flux 2.0` demonstrated a massive leap in **consistency, lighting, and detail** in its generated results, as if it possessed "pixel-level memory" that never forgets. For creators needing character continuity or brand visual concepts, [this update is truly a godsend (AI News)](https://old.reddit.com/r/FluxAI/comments/1p73etc/flux_20_is_on_a_different_level_ive_been_testing/).<br/>![AI News: Image Generated by Flux 2.0](https://source.hubtoday.app/images/2025/11/news_01kb0cwq76ex7aqb0hbwq59nqn.avif) ![AI News: Amazing Results from Flux 2.0](https://source.hubtoday.app/images/2025/11/news_01kb0cwwqyfwmsk4573edbwqb7.avif)<br/>
### Social Media Buzz
1. The winter for tech jobs is brutally cold. A new report from hiring giant Indeed reveals that job postings in data and analytics have plummeted a whopping **40%** compared to pre-pandemic levels 📉. What's worse, the number of job seekers isn't shrinking; it's increasing, and with **Generative AI**, the "efficiency monster," now in the game, competition in this field is suffocating. This [harsh job market data (AI News)](https://www.businessinsider.com/gruesome-tech-jobs-data-scientists-analytics-indeed-2025-11) indicates that job seekers might take longer to find work, and salary increases will be far less than in previous years.<br/>![AI News: Tech Job Posting Index Plunges](https://source.hubtoday.app/images/2025/11/news_01kb0cxa3af81vze1d17w13c22.avif) ![AI News: Indeed Job Posting Trend Chart](https://source.hubtoday.app/images/2025/11/news_01kb0cxdvrey1aqe2q1nwyx2sz.avif)<br/>
2. A user stumbled upon a brilliant prompt that unlocked **Nano Banana Pro's** creative genius, generating a series of completely original, outrageously plotted four-panel comics 🤯. This experiment proves that AI's creative boundaries often depend on the imagination of our questions; a good prompt can unlock AI's "humor" and "absurd" modes. This isn't just a victory for technology; it's a [victory of human creative guidance (AI News)](https://x.com/op7418/status/1993670447582556440), offering a fresh perspective on AI content generation.<br/>![AI News: Four-Panel Comic Generated by Nano Banana Pro](https://source.hubtoday.app/images/2025/11/news_01kb0czg45f5raxc7gtasw1jb2.avif) ![AI News: Japanese User's AI Manga Creation](https://source.hubtoday.app/images/2025/11/news_01kb0czzzpen8t1zwpqeg6ptrn.avif)<br/>
3. How do you tame the mighty **Claude Opus 4.5**? An internal test summary prompt engineering guide spills the beans: the key lies in mastering the "effort parameter" knob, softening tool-triggering language, and explicitly curbing its overly designed "code neat-freak" tendencies 💡. This guide also highlights the model's huge advancements in visual processing, performing exceptionally well, especially when paired with a "cropping tool" to magnify image details. To fully unleash Opus 4.5's [potential, check this out (AI News)](https://x.com/shao__meng/status/1993658571914092893)—these tricks are essential secrets.<br/>![AI News: Claude Opus 4.5 Prompt Engineering Guide](https://source.hubtoday.app/images/2025/11/news_01kb0d05cxem0t8yvbtj3w15pr.avif)<br/>
4. Mr. Fu Sheng's view that "zero-experience students use AI programming better than programmers" has sparked a heated discussion 🤯 because it touches on a core question: what's more important, a keen "pain point perception" close to the business, or deep technical proficiency? Some argue that while business people can define problems more accurately, relying solely on AI programming (**Vibe Coding**) has significant limitations in complex and long-term maintenance scenarios. This reminds us that while we embrace the beautiful vision of "everyone is a developer," we must also [stay sober about engineering complexity (AI News)](https://x.com/shao__meng/status/1993561074113953878) and avoid falling into the "programmers are dead" cognitive trap.<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kb0e3rx9erd9wbngjvhnd7kj.mp4" controls="controls" width="100%"></video><br/>
5. How did a `ListenHub` user rake in a million views on the Video Channel with just one video? The secret lies in accurately understanding the platform's user profile: 70% are middle-aged individuals (30-50 years old), and one of their top concerns is insurance 🏆. This case is a textbook example, showcasing the incredible power of the "professional knowledge + AI tools + precise channel" combo punch. It eloquently proves that the so-called traffic secret often hides in a [deep understanding of the audience (AI News)](https://x.com/oran_ge/status/1993548438475055319).<br/>![AI News: Video Account Insurance Content Gains Million Exposures](https://source.hubtoday.app/images/2025/11/news_01kb0dfx7zf0jvkd44y1adsacf.avif) ![AI News: Video Account User Age Distribution Insight](https://source.hubtoday.app/images/2025/11/news_01kb0dg3m0ee4bf2dwn06jtz6b.avif)<br/>
6. `Anthropic` is playing chess on a grand scale. Its API strategy isn't just about stacking features; it cleverly solidifies theoretical research results like "Prompt layered loading" and "context offloading" into native API functionalities such as **Tool Search** and **Programmatic Tool Calling** 💡. This seamless closed-loop from theory to practice not only solves the pain point of tool call bloat wasting tokens but also reveals its ambition to challenge OpenAI's API dominance. This meticulously designed [API protocol and toolchain (AI News)](https://x.com/dotey/status/1993547012370055259) is definitely worth close attention from all developers.
7. A blogger shared his feelings: Instead of chasing every new AI model and feeling anxious about the rapid iteration speed, it's better to "live within real problems" 🧠. He believes that only by deeply using a specific model in a concrete scenario for several months can one truly feel the leap in capability the moment a new version is adopted. This ["anti-anxiety" declaration (AI News)](https://mp.weixin.qq.com/s/igMzYWlnt7zv-ySSDtELPQ) reminds us that the wisdom of coexisting with AI lies in the depth of application, not the speed of adopting the latest tech.
8. Here's a super cool trick to push `Grok's` creativity to the max: first, use it to generate cute Q-version character images, then turn them into a video, and finally convert that into an animated GIF 🤩. Voila! A set of personalized dynamic emoji packs is born. This complete workflow, from text to image, then to video and GIF, vividly demonstrates how multimodal AI can chain together infinite possibilities for creative expression. Who says AI can't be [fun and practical? (AI News)](https://x.com/Gorden_Sun/status/1993499821500776485)<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kb0dga6ze64skf1pkwg250d4.mp4" controls="controls" width="100%"></video><br/>
9. Are infographics the silver bullet for content dissemination? A blogger posed a sharp [reflection (AI News)](https://x.com/imxiaohu/status/1993564203073126508), arguing that this highly compressed content format often has limited value due to a lack of context and is easily "swiped past" by users 💬. He points out that what truly captures user attention is strong visual stimulation (like attractive images) or impactful text beginnings, while infographics often feel more like a "tool to fool people's PPTs." This is undoubtedly a stark wake-up call against the current "visual-only" trend in content creation.
---
## AI Daily News Voice Edition
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Afterlife Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
| ![Little Tavern](https://source.hubtoday.app/logo/f959f7984e9163fc50d3941d79a7f262.md.png) | ![Intelligence Station](https://source.hubtoday.app/logo/7fc30805eeb831e1e2baa3a240683ca3.md.png) |

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@@ -2,77 +2,60 @@
linkTitle: AI Daily
title: AI Daily-AI资讯日报
breadcrumbs: false
next: /en/2025-11/2025-11-25
next: /en/2025-11/2025-11-26
description: Your daily source for curated AI news, practical tools, and actionable
tutorials to master Artificial Intelligence;
cascade:
type: docs
---
## AI News Daily 2025/11/26
## AI News Daily 2025/11/27
> AI News | Daily Morning Brief | Web-wide Data Aggregation | Cutting-edge Scientific Exploration | Industry Free Voice | Open Source Innovation Power | AI & Humanity's Future | [Visit Web Version↗](https://ai.hubtoday.app/) | [Join Group Chat🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
> `AI News` | `Daily Briefing` | `Full-Network Data Aggregation` | `Cutting-Edge Science Exploration` | `Industry Insights` | `Open Source Innovation` | `AI and Human Future` | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
```
Google Assistant will retire in 2026, replaced by Gemini for deeper intelligent integration.
In cutting-edge research, Andrew Ng releases Agentic Reviewer, an AI agent whose automated review quality approaches human experts.
Industry-wise, Anthropic's Claude Opus 4.5 sees a significant price drop, sparking market discussion on model capabilities.
Google poaches Boston Dynamics' former CTO, aiming to build a universal robotics OS, accelerating AI-robotics convergence.
Musk implements massive layoffs at X, replacing human moderation with Grok to drive pure AI automation.
Amazon is pushing its self-developed AI tool Kiro, while Google significantly simplifies RAG development with a new API.
Character.AI shifts to interactive novels to avoid regulatory risks; xAI's Grok5 will challenge professional League of Legends teams.
Pony.ai is accelerating the commercialization of its self-driving taxis, with revenue surging but losses also expanding.
The industry also faces safety and employment challenges; a Google framework vulnerability has been exposed, and demand for data analysis positions has plummeted.
The open-source community welcomes the powerful image model FLUX.2, which significantly enhances image generation and editing effects.
```
### Product & Feature Updates
### Product and Feature Updates
1. **Amazon** is building its own 'walled garden' for AI programming, with internal memos mandating engineers prioritize its self-developed tool **Kiro** and halting support for new third-party services like OpenAI and Anthropic. This move, despite an $8 billion investment in Anthropic, reveals Amazon's strong intent to control its tech stack and build its own AI moat. The goal is to strengthen Kiro through [internal feedback optimization (AI News)](https://www.aibase.com/zh/news/23122), creating a safer, more controllable development environment.<br/>![AI News: Amazon Prioritizes Self-Developed AI Tools](https://source.hubtoday.app/images/2025/11/news_01kb0cte6tekd8xjmgm47y3nxy.avif)<br/>
2. **Google** has dropped a bombshell on the **RAG** tech stack with its new Gemini API `File Search` feature, encapsulating the previously cumbersome processes of document chunking, vectorization, indexing, and retrieval. Now, developers can achieve knowledge-base Q&A with just a single API call 🤯. This 'fully managed RAG system' completely levels the engineering playing field but also sparks deep concerns about engineers' value being abstracted by platforms and power consolidating in platform hands 🤔. Developers no longer need to understand how the system works; they can [simply upload files (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652649051&idx=3&sn=0b847cde24f0a2e7ad50d70ea673805f), transforming technology from a capability into an option.
3. **Character.AI** is undergoing a 'safety revolution' in response to increasingly strict regulatory pressure, officially launching an interactive novel feature called 'Stories' and completely prohibiting open-ended chat for underage users. This major shift means the platform is moving from a free-form AI companion to scripted interactive entertainment, proactively avoiding legal risks. User reactions are polarized, but the interactive novel mode has already shown [the potential to replace open chat (AI News)](https://www.aibase.com/zh/news/23102), with plans to introduce audio-visual branches and explore educational applications in the future.<br/>![AI News: Character.AI Launches Interactive Novels](https://source.hubtoday.app/images/2025/11/news_01kb0cthgyejnr6mkntq6w0gmf.avif)<br/>
1. **Google Assistant**, the "old butler," is officially retiring in March 2026, marking the end of the keyword-matching era. The new "super brain," **Gemini**, will fully take over all Android devices, smart speakers, and more. Gemini won't just support millions of tokens in context; it'll also understand screen content and perform cross-application operations. Details of this massive migration plan are available in this [AI News](https://www.aibase.com/zh/news/23088) report, so users should get ready to welcome an AI companion that truly "gets" what you're saying. ✨
### Cutting-Edge Research
1. **xAI** has thrown down an epic gauntlet: its next-generation large model, **Grok5**, will publicly challenge a top-tier professional League of Legends team in 2026, setting the stage for the ultimate 'man-versus-machine' showdown ⚔️. This clash is far more than an exhibition match; it's seen as a critical stress test on the path to **Artificial General Intelligence (AGI)**. Grok5 will compete under 'human-equivalent' conditions, with restricted vision and operating speed, challenging its true learning, decision-making, and teamwork capabilities. If this [AI trial in esports (AI News)](https://www.aibase.com/zh/news/23098) succeeds, it will mark a huge leap for AI from 'playing games' to 'understanding the world' 🚀.
2. **Claude Opus 4.5** just dropped a bombshell from Anthropic! While claiming SOTA prompt injection resistance, its price has been slashed by two-thirds. 📉 Though the community is buzzing with doubts about whether "quantization" might dumb down the model, this [Hacker News (AI News)](https://newshacker.me/story?id=46037637) discussion points out that developers are more focused on actual task costs than just benchmark scores. This pricing move is definitely pushing a previously "unreachable" top-tier model right to the forefront of practical production environments. 🚀
### Industry Outlook and Social Impact
1. An article titled "I don't care how good your AI is" ignited a firestorm in the tech community, sparking a fierce debate over whether AI is a boon or a death knell for programmers. One side argues AI leads to power centralization and the weakening of programmers' cognitive abilities, a real-world manifestation of the "**chickenized reverse centaur**." The other pragmatically views it as a powerful tool for boosting efficiency, used for code generation and copy refinement. The core of this debate is whether we should embrace the convenience tools offer or be wary of their [profound impact on professions and society (AI News)](https://newshacker.me/story?id=46055944) 🤔.
2. **Pony.ai** is stepping on the commercialization gas, announcing plans to more than double its fleet of autonomous taxis to over 3,000 vehicles by the end of 2026 🚕. Alongside this rapid expansion of fleet services, the company's Q3 revenue surged **72%** year-over-year, but net losses also simultaneously expanded by 46%, vividly illustrating a 'burn-money-for-market-share' sprint. The company is actively partnering with giants like Toyota and Uber to expand [its self-driving ambitions (AI News)](https://www.aibase.com/zh/news/23096) globally, but the path to profitability remains long.
3. Safety alert! **Google**'s Gemini-based agent framework **Antigravity** has been exposed to a serious **Prompt injection** vulnerability, allowing attackers to trick AI agents into executing commands and stealing local confidential files like `.env` through malicious prompts 😱. This incident has reignited the core debate about AI security: is it the inherent flaw of models themselves, where 'instructions and data' are inseparable, or is it an engineering error by vendors in integration and default configurations? When AI gains tools to operate in the real world, how far are we from [the nightmare of "data exfiltration as a service" (AI News)](https://newshacker.me/story?id=46048996)? This has become a question all practitioners must confront.
3. **ByteDance's Doubao Input Method** is officially here, packing the massive Doubao model directly into your keyboard! ⌨️ It boasts intelligent, context-based prediction and super strong error correction. The official word is it has a 20% to 50% lower error rate than competitors and even supports fully offline voice input, letting your phone "understand" complex long sentences even without an internet connection. [Details Here (AI News)](https://www.aibase.com/zh/news/23058). Finally, an input method without ads that actually anticipates your next thought is here to save our fingers! ✨<br/>![AI News: Doubao Input Method Interface](https://source.hubtoday.app/images/2025/11/news_01kaxvf6zrek28zvwk7xqrz852.avif)
4. Tired of painfully long paper review cycles? Professor Andrew Ng has unveiled the **Agentic Reviewer**, an AI agent whose review comments actually show a higher correlation with human reviews (0.42) than human reviewers have with each other (0.41)! 🤯 Details of this tool, designed to speed up the research feedback loop, are available in this [AI News Report](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651003553&idx=3&sn=8d81d9b05808e985115cdf51e2b4cd33). It leverages arXiv data to generate well-reasoned feedback. While some worry about academic thought becoming homogenized, who can really say no to a reviewer who gives instant feedback? 😉<br/>![AI News: Agentic Reviewer](https://source.hubtoday.app/images/2025/11/news_01kaxvfc66fzyan8vd7z2xp3ne.avif)
5. The creator of **Nano Banana Pro** has released a "go anywhere you want" camera tool that leverages Gemini 3's power to generate your check-in photos from literally any corner of the world! 📸 As this [AI News Demo](https://x.com/op7418/status/1993304560677667167) shows, it can adjust your attire and lighting based on map location and real-time weather, with facial consistency so high it's uncanny. This "travel the world without leaving your couch" experience is both fun and slightly unsettling, blurring the lines between reality and virtual. 🤯<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kaxvfr95eestfjk9tm79227s.mp4" controls="controls" width="100%"></video>
### Cutting-edge Research
1. Tackling the tough challenge of time series forecasting, the newly proposed **SimDiff framework** ditches complex external regressors, achieving both denoising and prediction with just a single Transformer network. 📈 This research, published in this [Paper (AI News)](https://arxiv.org/abs/2511.19256), demonstrates that end-to-end single-stage inference can hit SOTA point prediction accuracy while maintaining generative diversity. This is practically a "minimalist" victory in the prediction field, proving that less really is more! ✨
2. Researchers have discovered that **Visual Language Models (VLMs)** are actually "math dummies," often relying on training biases rather than truly "seeing" objects when counting. 👀 This [AI News Research](https://arxiv.org/abs/2511.17722) built synthetic benchmark datasets and found that simple interventions to the attention mechanism can force models to focus on specific objects, significantly boosting their counting abilities. It seems even powerful AI sometimes needs a reminder to "pay attention" just like a grade-schooler! 😅
### Industry Outlook & Social Impact
1. **Elon Musk** is once again wielding the AI scythe, laying off 90% of **X (Twitter)'s** safety team and handing over content moderation and recommendation algorithms entirely to **Grok**. ⚔️ This aggressive "Macrohard" plan aims to reshape software development with pure AI automation. Details can be found in this [AI News Deep Dive](https://www.qbitai.com/2025/11/356162.html), although critics are worried about a safety vacuum. With the twin engineer brothers at the helm of xAI's automation process, Musk is betting big on silicon replacing carbon. 🤔
2. **Google** is playing a massive game of chess, having poached Boston Dynamics' former CTO Aaron Saunders to join DeepMind, with the goal of turning Gemini into the **Android OS** for robots. 🤖 This strategy, as interpreted in this [AI News Article](https://www.qbitai.com/2025/11/356219.html), aims for Gemini to not just be the brain but also the universal underlying control system, enabling "plug-and-play" compatibility with any hardware. When a top-tier software brain meets top-tier hardware limbs, robots doing backflips could be just around the corner! 🚀
3. The quiet release of **Claude Opus 4.5** reflects a major shift in the entire AI industry, moving from "tech worship" to **brutal pragmatism**. Users are no longer cheering for benchmarks; they're paying for ROI. 💰 This [AI News Opinion](https://x.com/imxiaohu/status/1993303990097056074) piece points out that the standard is now "who can get the job done fastest and cheapest," not whose model is sexier. This signals AI's official descent from the altar, entering a cutthroat phase of productivity implementation. 📉<br/>![AI News: Pragmatism](https://source.hubtoday.app/images/2025/11/news_01kaxvfx8de8gvxd0bcstk9jbg.avif)
4. **Anthropic** reports that China-linked hackers used its **Claude Code agent** to conduct a large-scale cyberattack, marking a dangerous milestone for AI-assisted cyber warfare. 🛡️ However, security researchers countered in this [AI News Alert](https://x.com/DeepLearningAI/status/1993031864731287791), arguing that current agents don't yet have the capability to launch complex attacks independently, suggesting the claim might overstate AI's autonomy. The line between tools and perpetrators is blurring, sparking fierce debate about the boundaries of model responsibility. 🕵️<br/>![AI News: Hacker Attack](https://source.hubtoday.app/images/2025/11/news_01kaxvg0taegwa84ypep0bttwv.avif)
### Open Source TOP Projects
1. The **EverMemOS** project directly tackles the "goldfish memory" pain point of LLMs, building an enterprise-grade intelligent memory system that includes temporary, factual, episodic, and skill memory. 🧠 As described on [GitHub (AI News)](https://x.com/Gorden_Sun/status/1993321624247189627), it aims to give AI assistants truly coherent and personalized service capabilities through a "structured memory + multi-strategy recall" approach. This could be the crucial step in 2026 to evolve AI from a "repeater" to a "thoughtful personal assistant." 🚀<br/>![AI News: Memory System](https://source.hubtoday.app/images/2025/11/news_01kaxvg55texds8cpyef25v8ba.avif)
2. **Acontext** is an open-source agent context data platform, acting like the AI's "hippocampus." It centrally stores interaction data and automatically extracts SOPs for self-evolution. 🧬 This project is gaining significant attention on [GitHub (AI News)](https://x.com/shao__meng/status/1993256873425092677) by enabling agents to learn from past tasks and avoid repeating mistakes. For developers looking to build long-term, stable agents, this is absolutely a game-changer! 🔥<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kaxvh951fywb978hrbe6csmm.mp4" controls="controls" width="100%"></video>
3. Struggling to get the best out of the latest **Nano Banana Pro** because you don't have the right "spells"? This treasure trove of a repository collects massive amounts of high-quality prompts, from realistic photography to interior design. 🎨 In this [GitHub Resource (AI News)](https://m.okjike.com/originalPosts/6925a00100c0686ab5c2377a), you'll find the secrets to boosting the model's logical reasoning and multi-entity consistency. It's essentially the "walkthrough guide" for AI art, letting you effortlessly generate blockbuster-level visuals! ✨<br/>![AI News: Prompt Library](https://source.hubtoday.app/images/2025/11/news_01kaxvhr32f53bmmv1vdkbycb4.avif)
### Top Open Source Projects
1. **Black Forest Labs** has released the open-source image model **FLUX.2**, which delivers stunning performance in text-to-image, multi-image referencing, and image editing, with significant improvements in text rendering and instruction following 🚀. FLUX.2 includes four versions, among which **FLUX.2 [dev]** is an open-weight model with 32B parameters, hailed as the strongest open-source image generation and editing model currently available. This release undoubtedly injects a booster shot into the open-source community, making high-quality [AI image generation more widespread (AI News)](https://x.com/op7418/status/1993347764324122912).<br/>![AI News: FLUX.2 Model Capability Showcase](https://source.hubtoday.app/images/2025/11/news_01kb0cvb31e2trm40bnfavnsma.avif)<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kb0cvyf6ectaq24jbz2z0xwb.mp4" controls="controls" width="100%"></video><br/>
2. Tired of those AI-generated emoji grid images? A community expert has shared an open-source small tool called **BlockX**, specifically designed for precisely cutting entire emoji image packs generated by AI models (like nano banana pro) 👍. This practical tool perfectly solves the pain point of extracting individual emojis from large AI-generated images, instantly upgrading your meme arsenal ✨! This once again proves that great innovations often stem from a small but real need within the community.<br/>![AI News: BlockX Cutting AI Emoji Packs](https://source.hubtoday.app/images/2025/11/news_01kb0cwkhyfvra9r00hwpf5rz8.avif)<br/>
3. **Flux 2.0**'s capabilities completely exceeded expectations, with a user sharing their testing experience with the newly released model, exclaiming it "reached a whole new level" 🔥. By combining portrait references and logo images, Flux 2.0 showed a huge leap in the **consistency, lighting, and detail** of its generated results, as if it possessed 'pixel-level memory.' For creators needing character consistency or brand visual concepts, [this update is a godsend (AI News)](https://old.reddit.com/r/FluxAI/comments/1p73etc/flux_20_is_on_a_different_level_ive_been_testing/).<br/>![AI News: Flux 2.0 Generated Images](https://source.hubtoday.app/images/2025/11/news_01kb0cwq76ex7aqb0hbwq59nqn.avif) ![AI News: Flux 2.0's Amazing Effects](https://source.hubtoday.app/images/2025/11/news_01kb0cwwqyfwmsk4573edbwqb7.avif)<br/>
### Social Media Shares
1. **Claude Opus 4.5's** real killer feature might not be its IQ, but its insane cost-performance ratio: a **threefold price drop** and 76% fewer output tokens! 📉 As Baoyu mentioned in this [AI News Analysis](https://x.com/dotey/status/1993060750357631057), smart folks should seize this "honeymoon period" and use it extensively, because to save on computing power, models might quietly "dumb down" later. This is classic advice for all AI early adopters: make hay while the sun shines! 💡<br/>![AI News: Opus Cost](https://source.hubtoday.app/images/2025/11/news_01kaxvhw7wezfv0kq96j28xrjt.avif)
2. A developer shared their real-world experience using **VibeCoding** combined with Gemini 3 and GLM to write animation algorithm tools, only to find that LLMs are still a bit "green." 💻 In this [AI News Video](https://x.com/GemstoneNicole/status/1993198115231613006), they vented that you have to spell out the technical architecture crystal clear and feed it documentation for AI to avoid spitting out garbage code. It's not just programming; it's more like teaching a smart but common-sense-lacking intern how to do their job! 🫠<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kaxvj5y9exjsyq92j4gfhg6s.mp4" controls="controls" width="100%"></video>
3. If you find that **Nano Banana Pro's** generated images are blurry like pixelated mosaics, don't rush to curse the AI that's just the default preview mode! 🔍 Baoyu shared this [AI News Tip](https://x.com/dotey/status/1993050098826183028), reminding everyone that simply hovering your mouse and clicking "Download fullsize" will instantly reveal the high-definition image. A tiny interaction detail that can save countless users' blood pressure! 😌<br/>![AI News: Image Fix](https://source.hubtoday.app/images/2025/11/news_01kaxvja25fchrk9wkx8c41pzy.avif)
4. An image captioned simply "Fear" resonated widely on social media, perfectly capturing the collective anxiety people feel when facing AI's rapid evolution. 😨 This [AI News Hot Topic](https://x.com/wwwgoubuli/status/1993198591180259689) reminds us that behind the tech frenzy lies a deep fear and dizzying sense of the unknown. We're like passengers on a high-speed train with no brakes, both thrilled and wanting to scream! 🎢<br/>![AI News: AI Fear](https://source.hubtoday.app/images/2025/11/news_01kaxvjd3xfpcvn2wwjtdct12s.avif)
1. The tech job market is facing a brutal winter: a new report from hiring giant **Indeed** reveals that job postings in data and analytics have plummeted **40%** compared to pre-pandemic levels 🥶. To make matters worse, the number of job seekers hasn't decreased but instead increased, and with the entry of **generative AI**, this 'efficiency monster,' competition in the sector has become suffocating. This [grim job market data (AI News)](https://www.businessinsider.com/gruesome-tech-jobs-data-scientists-analytics-indeed-2025-11) indicates that job seekers may need longer to find work, and salary increases will be far less than in previous years.<br/>![AI News: Tech Job Posting Index Plummets](https://source.hubtoday.app/images/2025/11/news_01kb0cxa3af81vze1d17w13c22.avif) ![AI News: Indeed Job Posting Trend Chart](https://source.hubtoday.app/images/2025/11/news_01kb0cxdvrey1aqe2q1nwyx2sz.avif)<br/>
2. A user discovered a brilliant prompt for the **Nano Banana Pro** model that blew their mind, generating a series of completely original and absurd four-panel comics. This experiment proves that AI's creative boundaries often depend on the imagination of our questions; a good prompt can unlock AI's 'humor' and 'absurdity' modes. This is not just a triumph of technology but [a victory for human creative guidance (AI News)](https://x.com/op7418/status/1993670447582556440), offering entirely new ideas for AI content generation 💡.<br/>![AI News: Nano Banana Pro-Generated Four-Panel Comic](https://source.hubtoday.app/images/2025/11/news_01kb0czg45f5raxc7gtasw1jb2.avif) ![AI News: Japanese User's AI Comic Creation](https://source.hubtoday.app/images/2025/11/news_01kb0czzzpen8t1zwpqeg6ptrn.avif)<br/>
3. How do you tame the powerful **Claude Opus 4.5**? An internal test-summarized prompt engineering guide reveals the answers, emphasizing mastering the 'effort parameter' knob, softening tool-triggering language, and explicitly limiting its overly designed 'code neat-freak tendency.' The guide also highlights the model's huge progress in visual processing, performing exceptionally well when combined with a 'cropping tool' to magnify image details. To fully unleash Opus 4.5's [potential, check it out (AI News)](https://x.com/shao__meng/status/1993658571914092893)—these tips are essential secrets.<br/>![AI News: Claude Opus 4.5 Prompt Engineering Guide](https://source.hubtoday.app/images/2025/11/news_01kb0d05cxem0t8yvbtj3w15pr.avif)<br/>
4. **Fu Sheng's** view that "beginners using AI programming perform better than professional programmers" has sparked heated discussion because it touches on a core question: Is 'pain point sensitivity' closer to business needs more important, or is deep technical expertise more critical 🤔? One perspective suggests that while business professionals can define problems more precisely, complete reliance on AI programming (**Vibe Coding**) has significant limitations in complex and long-term maintenance scenarios. This reminds us that while embracing the beautiful vision of 'everyone is a developer,' we must also [stay clear-headed about engineering complexity (AI News)](https://x.com/shao__meng/status/1993561074113953878) and avoid falling into the cognitive trap of 'programmers are dead.'<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kb0e3rx9erd9wbngjvhnd7kj.mp4" controls="controls" width="100%"></video><br/>
5. A **ListenHub** user raked in 1 million views on their video channel with just a single video. The secret? Precisely understanding the platform's user demographics: 70% are middle-aged individuals aged 30-50, and one of their top concerns is insurance 🔥. This case is a textbook example, demonstrating the astonishing power of the '**professional knowledge + AI tools + precise channels**' combo. It eloquently proves that the so-called traffic code often lies in a [deep understanding of the audience (AI News)](https://x.com/oran_ge/status/1993548438475055319).<br/>![AI News: Video Channel Insurance Content Gets Million Exposure](https://source.hubtoday.app/images/2025/11/news_01kb0dfx7zf0jvkd44y1adsacf.avif) ![AI News: Video Channel User Age Distribution Insight](https://source.hubtoday.app/images/2025/11/news_01kb0dg3m0ee4bf2dwn06jtz6b.avif)<br/>
6. **Anthropic** is playing a long game; its API strategy isn't just a simple feature stacking but cleverly solidifies theoretical research results like 'Prompt layered loading' and 'context offloading' into native API functionalities such as **Tool Search** and **Programmatic Tool Calling** 🧠. This seamless loop from theory to practice not only solves the pain point of inflated tool calls wasting tokens but also demonstrates its ambition to challenge OpenAI's API dominance. This meticulously designed [API protocol and toolchain (AI News)](https://x.com/dotey/status/1993547012370055259) is worth close attention from all developers.
7. A blogger shared their feelings: facing the rapid, daily iteration speed of AI, instead of feeling anxious chasing every new model, it's better to 'live within real problems' 🧘. They believe that only by deeply using a particular model in specific scenarios for several months can one truly feel the leap in capability the instant a new version is picked up. This ["anti-anxiety" declaration (AI News)](https://mp.weixin.qq.com/s/igMzYWlnt7zv-ySSDtELPQ) reminds us that the wisdom of coexisting with AI lies in the depth of application, not the speed of chasing novelty.
8. Here's a clever trick to maximize **Grok**'s creativity: first, use it to generate Q-version character images, then turn them into videos, and finally convert them into animated GIFs—and voilà, a personalized dynamic emoji pack is born ✨! This complete workflow, from text to image, then to video and GIF, vividly demonstrates how multimodal AI can connect to unlock infinite possibilities for creative expression. Who says AI can't be [fun and practical (AI News)](https://x.com/Gorden_Sun/status/1993499821500776485)?<br/><video src="https://source.hubtoday.app/images/2025/11/news_01kb0dga6ze64skf1pkwg250d4.mp4" controls="controls" width="100%"></video><br/>
9. Are **infographics** the silver bullet for content dissemination? A blogger posed a sharp [reflection (AI News)](https://x.com/imxiaohu/status/1993564203073126508), arguing that this highly compressed content format often has limited value due to a lack of context and is easily 'swiped past' by users 🙄. He points out that what truly captures user attention is strong visual stimuli (like attractive images) or highly impactful textual openings, while infographics are more like 'tricking-people PPT tools.' This is undoubtedly a cold splash of water on the current 'visual-only' trend in content creation.
---
## **AI News Daily Audio Version**
## **AI News Daily Voice Version**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| **Xiaoyuzhou** | **Douyin** |
| --- | --- |
| [Reincarnation Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Creator 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
#### Hey there! 👋 何夕2077 / justlovemaki
> My journey in tech? For a decade, code chilled my fingertips, with frustrations unvoiced. But then, the AI storm broke, and I swore to dive headfirst into the fray! 🚀
> A decade of cold code chilling my fingertips, unspoken burdens weighing on my heart.
> Then, smart winds and thunder stirred, and I'm ready to make my move in the digital realm!
#### My Code Philosophy
#### My Code Philosophy
> My code philosophy is simple: technology should serve the people. Always! 💪
> "Tech for the people!" 💖
#### My Go-To Projects
#### My Work 🚀
* **[Open Source Contribution/CloudFlare-AI-Image](https://github.com/justlovemaki/CloudFlare-AI-Image)**:
* My `CloudFlare-AI-Image` project? It's an AI image generation script, all powered by Cloudflare Workers. Pretty neat, right?
* AI Image Generation Script: This bad boy generates AI images, all thanks to Cloudflare Worker!
* **[Open Source Contribution/CloudFlare-AI-Insight-Daily](https://github.com/justlovemaki/CloudFlare-AI-Insight-Daily)**:
* `CloudFlare-AI-Insight-Daily` is my go-to content aggregation and generation platform, fueled by Cloudflare Workers. It's designed to keep you updated daily on the latest AI happenings: industry news, hot open-source projects, cutting-edge academic papers, and even insights from tech bigwigs on social media. Everything you need! 🧠✨
* Wanna see more? You can snag all the juicy project details over on my [GitHub](https://github.com/justlovemaki). Go check it out! 👇
* Content Aggregation & Generation Platform: Driven by Cloudflare Workers, this platform serves up daily AI updates we're talking industry news, awesome open-source projects, cutting-edge academic papers, and hot takes from tech influencers.
* Project Details: Want to see more? Head over to my [GitHub](https://github.com/justlovemaki)!
#### 💡 Current Explorations
#### What I'm Exploring Now 💡
What am I diving into right now? I'm super passionate about LLM applications and website SEO! I'm actively learning and getting my hands dirty with both. The future is exciting!
LLM Applications & Website SEO: I'm super keen on these topics and diving headfirst into learning and hands-on practice!

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# Let's Connect!
# Contact Me
If you've got questions, brilliant collaboration ideas, or need some support, don't hesitate to hit me up! I'm always super keen to hear your thoughts and suggestions.
I'm super keen to hear from you! If you've got any questions, collaboration ideas, or need some support, just hit me up using the details below. I'm always stoked to get your feedback and suggestions!
I promise to get back to you ASAP—you won't be waiting long for my reply!
I promise to get back to your emails ASAP! 🚀
---
@@ -17,11 +17,11 @@ I promise to get back to you ASAP—you won't be waiting long for my reply!
* **Email:**
* [justlikemaki@qq.com](mailto:justlikemaki@qq.com)
* **WeChat:**
* **Personal WeChat:**
* {{< cards >}}
{{< card link="https://raw.githubusercontent.com/justlovemaki/CloudFlare-AI-Insight-Daily/refs/heads/main/docs/images/wechat.png" title="My 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)
* (Closed on weekends and public holidays, naturally!)
* (Closed on weekends and public holidays 😎)

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---
This Privacy Policy is all about how we handle your info collecting it, using it, and spilling the beans (when we have to!) when you're using our Service. It also tells you about your privacy rights and how the big bad law has your back.
This Privacy Policy outlines our policies and procedures regarding the collection, use, and disclosure of your information when you use our Service. It also informs you about your privacy rights and how the law safeguards you.
We totally use your Personal Data to keep the Service running smoothly and make it even better. By jumping in and using the Service, you're essentially saying 'Yep, I'm cool with you collecting and using my info as laid out in this Privacy Policy!'
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.
## Explanations and Definitions
## Interpretation and Definitions
### Interpretation
Okay, so the capitalized words you'll see here? They've got specific meanings, which we're about to lay out. And just a heads-up, these definitions stick whether the word is singular or plural no tricky business!
Capitalized words have meanings defined under the following conditions. The following definitions hold the same meaning whether they appear in singular or plural form.
### Definitions
For the lowdown on this Privacy Policy, here's what we mean by...
For the purposes of this Privacy Policy:
- **Account** is basically your personal login that lets you dive into our Service or specific parts of it. Think of it as your unique pass! 🔑
- **Account** refers to a unique account created for you to access our Service or parts of our Service.
- **Affiliate** means a company that either controls, is controlled by, or is chilling under the same control as us. "Control" here means owning 50% or more of the voting shares or equity basically, they've got a significant say! 🤝
- **Affiliate** means an entity that controls, is controlled by, or is under common control with a party. Here, "control" signifies ownership of 50% or more of the shares, equity interest, or other securities entitled to vote for the election of directors or other managing authority.
- **Company** (or "We," "Us," or "Our" in this whole agreement) is simply **hubtoday** that's us! 😎
- **Company** (referred to as "the Company," "We," "Us," or "Our" in this Agreement) refers to **hubtoday**.
- **Cookies** are just tiny files a website tucks onto your computer, phone, or whatever device you're using. They hold bits of info, like your browsing history on that site, for all sorts of reasons. 🍪
- **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 many other uses.
- **Country**? That's California, USA! 🇺🇸
- **Country** refers to: California, United States.
- **Device** is pretty much anything you use to get to our Service think computers, phones, tablets, you name it! 💻📱
- **Device** means any gadget that can access the Service, like a computer, cellphone, or digital tablet.
- **Personal Data** is any info that can point back to a specific person like, identifiable info. 🕵️‍♀️
- **Personal Data** is any information relating to an identified or identifiable individual.
- **Service** is basically this website you're on right now. 🌐
- **Service** refers to the Website.
- **Service Provider** is any cool individual or company that crunches data for us. They're the third-party folks we hire to help run the Service, deliver it to you, handle related stuff, or just help us figure out how people are using it. They're our behind-the-scenes helpers! 💪
- **Service Provider** means any natural or legal person who processes data on behalf of the Company. It refers to third-party companies or individuals employed by the Company to facilitate the Service, provide the Service on behalf of the Company, perform services related to the Service, or assist the Company in analyzing how the Service is used.
- **Usage Data** is the info we automatically gather, either from you just using the Service or from the Service's tech backbone itself (like how long you chill on a page). 📈
- **Usage Data** refers to data collected automatically, generated either by the use of the Service or from the Service infrastructure itself (for instance, the duration of a page visit).
- **Website**? That's **hubtoday**, which you can find right here: `https://ai.hubtoday.app/`! 🚀
- **Website** refers to **hubtoday**, accessible from `https://ai.hubtoday.app/`.
- **You** means you, the awesome individual using or checking out our Service! Or, if you're representing a company or other legal crew, it means them! You got it? 😉
- **You** means the individual accessing or using the Service, or the company, or other legal entity on behalf of which such individual is accessing or using the Service.
## Collecting and Using Your Personal Data
### Types of Data Collected
#### Personal Data
When you're hanging out on our Service, we might ask for some **Personal Data** stuff that helps us get in touch or figure out who you are. This personal info could be, but isn't limited to: 👇
While using Our Service, we might ask you to provide certain personally identifiable information that can be used to contact or identify you. Personally identifiable information may include, but isn't limited to:
- Email address
- Usage Data
#### Usage Data
**Usage Data**? Yeah, that's collected automatically the moment you start using our Service. No fuss!
Usage Data is automatically collected when using the Service.
This **Usage Data** can cover your Device's Internet Protocol address (like its internet fingerprint), what browser you're using (and its version), which pages you're checking out on our Service, when you visited and for how long, unique device IDs, and other techy diagnostic info. It's all about how you interact! 💻
Usage Data may include your device's Internet Protocol address (like an IP address), browser type, browser version, the pages of our Service that you visit, the time and date of your visit, the time spent on those pages, unique device identifiers, and other diagnostic data.
When you're hitting up the Service on your phone or tablet (a **mobile device**), we might automatically snag some information, including, but not limited to, the type of mobile device you're rocking, its unique ID, its IP address, your mobile OS, the kind of mobile browser you use, and more unique device IDs and diagnostic goodies. It's all about optimizing your mobile experience! 📱
When you access the Service via a mobile device, we may automatically collect certain information. This includes, but isn't limited to, the type of mobile device you use, your mobile device's unique ID, your mobile device's IP address, your mobile operating system, the type of mobile Internet browser you use, unique device identifiers, and other diagnostic data.
And hey, whether you're on a desktop or going mobile, we might also grab whatever info your browser decides to send our way! 📡
When you visit our Service or access it via a mobile device, we might also collect information that your browser sends.
### Tracking Technologies and Cookies
Alright, let's talk about **Cookies and similar tracking technologies**! 🍪 We use them to keep tabs on what's happening on our Service and stash away some info. We're talking about cool tech like beacons, tags, and scripts they help us gather and track data, ultimately making our Service better and giving us insights. Here's a peek at what we use: 👇
We use Cookies and similar tracking technologies to track activity on our Service and store certain information. The tracking technologies we employ include beacons, tags, and scripts, used for collecting and tracking information and to improve and analyze our Service. The technologies we use might include:
- **Cookies or Browser Cookies** (same thing, really!): Remember those tiny files? Well, a Cookie is just that a small file that lands on your Device. You're the boss: you can tell your browser to reject all Cookies or give you a heads-up when one's trying to sneak in. But here's the catch: if you're not cool with Cookies, some parts of our Service might not work for you. So, unless you've tweaked your browser settings to give Cookies the boot, our Service will likely be using them. Just sayin'! 😉
- **Web Beacons** (or "clear gifs," "pixel tags," "single-pixel gifs" fancy names for tiny stuff!): Some bits of our Service and our emails might have these tiny electronic files. They're super handy for us to count folks who've visited certain pages or opened an email. Plus, they help us with other website stats, like seeing how popular a section is or just making sure our systems and servers are all good to go. Pretty neat, huh? ✨
- **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 don't accept Cookies, you might not be able to use some parts of our Service. Unless you've adjusted your browser setting to refuse Cookies, our Service may use Cookies.
- **Web Beacons**: Certain sections of our Service and our emails may contain small electronic files known as web beacons (also referred to as clear gifs, pixel tags, and single-pixel gifs). These allow the Company to, for example, count users who have visited those pages or opened an email and for other related website statistics (e.g., recording the popularity of a certain section and verifying system and server integrity).
**Cookies** come in two flavors: 'Persistent' or 'Session' Cookies. Think of Persistent Cookies as the ones that stick around on your computer or phone even after you've logged off. Session Cookies, on the other hand, are like fleeting guests they disappear the second you close your browser. Poof! 💨
Cookies can be "Persistent" or "Session" Cookies. When you go offline, Persistent Cookies stick around on your personal computer or mobile device, while Session Cookies get deleted the moment you close your web browser.
Why do we bother with both **Session and Persistent Cookies**? Well, we use 'em for the reasons we're about to spill: 👇
We use both Session and Persistent Cookies for the purposes outlined below:
- **Necessary / Essential Cookies** (yep, they're crucial!):
- **Necessary / Essential Cookies**
- **Type**: Session Cookies
- **Who's in charge**: That's us! 🙋‍♀️
- **Why we use 'em**: These are the *must-have* Cookies that let us actually give you the services on our Website and unlock its cool features. They're like the bouncers for your account, making sure it's really you and stopping any funny business. Without these bad boys, the stuff you're trying to do just wouldn't work, simple as that! We only deploy them to make sure you get the services you asked for.
- **Administered by**: Us
- **Purpose**: These Cookies are absolutely crucial to provide you with services available through the Website and to enable you to use some of its features. They help authenticate users and prevent fraudulent use of user accounts. Without these Cookies, the services you've asked for can't be provided, and we only use these Cookies to deliver those services to you.
- **Cookies Policy / Notice Acceptance Cookies** (the "you cool with cookies?" kind):
- **Cookies Policy / Notice Acceptance Cookies**
- **Type**: Persistent Cookies
- **Who's in charge**: Still us!
- **Why we use 'em**: These are just for remembering if you've already given us the thumbs-up to use Cookies on the Website. One less pop-up for you! 👍
- **Administered by**: Us
- **Purpose**: These Cookies figure out if users have accepted the use of cookies on the Website.
- **Functionality Cookies** (making life easier!):
- **Functionality Cookies**
- **Type**: Persistent Cookies
- **Who's in charge**: Yep, still us!
- **Why we use 'em**: These Cookies are super helpful because they remember your choices when you're cruising around the Website like keeping your login info handy or remembering your preferred language. The whole point? To give you a more personalized experience and save you the headache of typing in your preferences every single time. Convenience for the win! ✨
- **Administered by**: Us
- **Purpose**: These Cookies let us remember the choices you make when you use the Website, like recalling your login details or language preference. 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.
Wanna dive deeper into the **Cookies we use and your options** with them? Head on over to our Cookies Policy or check out the Cookies section within this very Privacy Policy. All the deets are there! 📖
For more info on the Cookies we use and your choices regarding Cookies, hit up our Cookies Policy or the Cookies section of our Privacy Policy.
### How We Use Your Personal Data
So, why do we use **Personal Data**? The Company might use your info for these reasons: 👇
### Use of Your Personal Data
The Company may use Personal Data for the following reasons:
- **To provide and maintain our Service**: This includes keeping tabs on how our Service is being used to make sure it's always running tip-top. 🛠️
- **To manage Your Account**: We use it to handle your registration as a Service user. The Personal Data you hand over lets you get into all the cool features available only to registered users. Easy peasy! ✅
- **For contract performance**: Basically, we use it to set up, stick to, and fulfill the purchase contracts for anything you buy from us, or any other agreement you make with us through the Service. Gotta keep our promises! 🤝
- **To contact You**: We might reach out via email, phone calls, texts, or other electronic cool ways (like push notifications from our mobile app!) to give you updates or important info about features, products, or services you've signed up for. This includes security updates only when it's totally necessary or makes sense, of course! 📞💬
- **To provide You with news**, sweet deals, and general intel about other cool stuff, services, and events we've got brewing. This is usually similar to what you've already checked out or bought unless you've told us to chill out and not send you this kind of info. Your call! 📣
- **To manage Your requests**: Yep, we use your info to handle and take care of any requests you toss our way. We're here to help! 📝
- **For business transfers**: If we ever get involved in a merger, sale, restructuring, or any kind of asset transfer (think big business moves!), we might use your info to scope out or make that happen. This includes situations like bankruptcy, where the Personal Data we hold about our Service users could be part of the assets being transferred. Just keeping it real! 💼
- **For other purposes**: We might also use your info for other cool stuff like deep-diving into data analytics, spotting usage trends, figuring out if our promos are actually working, and generally just beefing up our Service, products, marketing, and *your* overall experience! Always striving for better! ✨
- **To provide and maintain our Service**, including monitoring the usage of our Service.
- **To manage your Account**: This covers managing your registration as a user of the Service. The Personal Data you provide gives you access to different functionalities of the Service available to you as a registered user.
- **For the performance of a contract**: This means developing, complying with, and undertaking the purchase contract for the products, items, or services you have bought or any other contract with us through the Service.
- **To contact you**: We might reach out to you by email, telephone calls, SMS, or other equivalent forms of electronic communication (like push notifications from a mobile application). This is to inform you about updates or informative communications related to the functionalities, products, or contracted services, including security updates, when they're necessary or reasonable.
- **To provide you with news**, special offers, and general information about other goods, services, and events which we offer that are similar to those you've already purchased or enquired about, unless you've opted not to receive such info.
- **To manage your requests**: This involves attending to and managing your requests to us.
- **For business transfers**: We may use your information to evaluate or carry out 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 like data analysis, identifying usage trends, figuring out the effectiveness of our promotional campaigns, and to evaluate and jazz up our Service, products, marketing, and your experience.
Okay, so when might we **share your personal info**? Here's the lowdown: 👇
We might share your personal information in the following situations:
- **With Service Providers**: We might share your personal info with our Service Providers so they can help us keep an eye on how the Service is used and maybe even get in touch with you. They're part of the team! 🤝
- **For business transfers**: If we're ever in talks for a merger, selling off company assets, getting financing, or another company is buying us out (totally normal business stuff!), we might share or transfer your personal info during those discussions or the actual transfer. It's all part of the deal! 💲
- **With Affiliates**: We might share your info with our Affiliates (remember them? Our parent company, sister companies, joint ventures basically our extended family!). When we do, we'll make sure they promise to play by the rules of this Privacy Policy. Pinky swear! 😉
- **With business partners**: Sometimes we team up with other businesses. We might share your info with these partners so they can hook you up with specific products, services, or cool promotions. It's all about bringing you more value! ✨
- **With other users**: If you're sharing personal info or just chatting it up in public areas of our Service, just know that everyone can see that info and it might even get shared outside the Service. So, share wisely! 🗣️
- **With Your consent**: And hey, if you give us the green light, we might just spill your personal info for any other reason you agree to. You're in control! 👍
- **With Service Providers**: We may share your personal information with Service Providers to monitor and analyze the use of our Service and to contact you.
- **For business transfers**: We may share or transfer Your personal information during any merger, sale of Company assets, financing, or acquisition of all or a portion of our business by another company, or in connection with such negotiations.
- **With Affiliates**: We may share your information with our Affiliates, in which case we'll 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.
### Retention of Your Personal Data
So, how long does the **Company hang onto your Personal Data**? Only for as long as we *really* need it for the purposes listed in this Privacy Policy. We'll keep and use your Personal Data as long as it takes to meet our legal duties (like if the law says we gotta keep it), sort out any disagreements, and make sure our legal agreements and policies are followed. Fair enough, right? ⏳
The Company will keep your Personal Data only for as long as is necessary for the purposes set out in this Privacy Policy. We'll retain and use your Personal Data to the extent required to comply with our legal obligations (for example, if we need to keep your data to comply with applicable laws), resolve disputes, and enforce our legal agreements and policies.
The **Company will also keep Usage Data** for our own internal analysis you know, to make things smarter behind the scenes. Usually, we don't hold onto Usage Data for too long. But, if it's helping us beef up security, make our Service even better, or if we're legally bound to keep it for longer, then it sticks around a bit more. Safety first, right? 🛡️
The Company will also hold onto Usage Data for internal analysis purposes. Usage Data is generally kept for a shorter period, unless this data is used to beef up the security or improve the functionality of our Service, or if we are legally required to hang onto this data for longer periods.
### Transfer of Your Personal Data
So, about the **transfer of your Personal Data**... Your info, including all that Personal Data, gets processed at our Company offices and wherever else our partners are doing their thing. This means your data might jet off to and be stored on computers outside your state, province, or country places where data protection laws might be a little different from yours. It's a global world, after all! 🌍
Your information (including Personal Data) gets processed at the Company's operating offices and in any other places where the parties involved in the processing are located. This means this info might be transferred to and maintained on computers located outside of your state, province, country, or other governmental jurisdiction where the data protection laws might differ from those of your jurisdiction.
By giving your 'okay' to this Privacy Policy and sending us your info, you're basically saying, 'Yep, I'm cool with that transfer!' Just so you know! 👍
By consenting to this Privacy Policy and submitting such information, you're cool with that transfer. 😎
Don't sweat it though! The **Company will take all reasonable steps** to make sure your data is handled securely and totally aligns with this Privacy Policy. We won't send your Personal Data off to any organization or country unless we're *super sure* there are solid security controls in place for your data and other personal info. Your safety is our jam! 🔒
The Company will take all reasonably necessary steps to ensure your data is treated securely and in accordance with this Privacy Policy. No transfer of your Personal Data will take place to an organization or a country unless there are adequate controls in place, including the security of your data and other personal information.
### Delete Your Personal Data
Good news! **You have the right to delete** or ask us to help you delete any Personal Data we've collected about you. It's your info, after all! 👋
You've got the right to delete your Personal Data or ask us to help delete the Personal Data we've collected about you.
Our Service actually might let you zap some of your info directly from within the Service itself. Pretty handy, right? ✨
Our Service might give you the ability to delete certain info about you from within the Service itself.
You can totally **update, change, or delete your info anytime**! Just log into your Account (if you've got one) and hit up the account settings where you can manage your personal deets. Or, if that's not cutting it, just hit us up directly to ask for access, corrections, or deletion of any personal info you've given us. We're here for it! 💬
You can update, modify, or delete your info at any time by logging into your account (if you have one) and hitting up the account settings section that lets you manage your personal information. You can also get in touch with us to request access to, correct, or delete any personal information you've given to us.
Heads-up though: we might have to **hold onto some info** if we've got a legal obligation or a valid reason to do so. Just keeping it by the book! 📚
But please keep in mind that we may need to hang onto certain information when we've got a legal obligation or lawful basis to do so.
### Disclosure of Your Personal Data
#### Business Transactions
Okay, so what if the **Company gets into a business transaction** like a merger, acquisition, or asset sale? Your Personal Data might get transferred. But don't worry, we'll totally give you a heads-up *before* your data moves and falls under a different Privacy Policy. Transparency is key! 🔔
If the Company gets involved in a merger, acquisition, or asset sale, your Personal Data might get transferred. We'll give you a heads-up before your Personal Data is transferred and becomes subject to a different Privacy Policy.
#### Law enforcement
Sometimes, the **Company might be forced to disclose your Personal Data** if the law demands it, or if public authorities (like a court or government agency) hit us with a valid request. It's not our first choice, but sometimes we gotta play by the rules! 👮‍♀️
The Company might be asked to spill your Personal Data in certain situations if required by law or in response to valid requests by public authorities (like a court or government agency).
#### Other Legal Requirements
The **Company might also disclose your Personal Data** if we genuinely believe it's necessary to: 👇
- Comply with a legal obligation (gotta follow the law!) ⚖️
- Protect and defend the Company's rights or property
- Prevent or investigate possible shady business related to the Service
- Protect the personal safety of our Service users or the general public
- Protect against legal liability (no one wants lawsuits!) 🙅‍♀️
The Company might disclose your Personal Data in the good faith belief that such action is necessary to:
- Play by the legal rules (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
- Shield the personal safety of Service users or the public
- Guard against legal liability
### Security of Your Personal Data
**The security of Your Personal Data** is a huge deal to us, for real! But let's be super clear: no method of sending stuff over the internet or storing it electronically is *ever* 100% bulletproof. While We seriously try our best, using commercially acceptable ways to protect your Personal Data, we just can't give you a rock-solid guarantee of absolute security. It's the internet, after all! 🤷‍♀️
The security of your Personal Data is super important to us! But hey, remember no method of transmission over the Internet or method of electronic storage is 100% secure. While we totally try to use commercially acceptable means to protect your Personal Data, we just can't guarantee its absolute security.
## Children's Privacy
Quick heads-up on **Children's Privacy**! Our Service is *not* for anyone under 13. We absolutely do not knowingly collect personal info from kids under that age. If you're a parent or guardian and realize your little one has given us Personal Data, please, please get in touch with us! And if we ever find out we've accidentally collected data from a child under 13 without a parent's 'okay,' we'll ditch that info from our servers ASAP. We're serious about this! 🙏
Our Service isn't aimed at anyone under the age of 13. We don't knowingly collect personally identifiable information from anyone under 13. If you're a parent or guardian and you know that your child has provided us with Personal Data, please get in touch with us. If we figure out that we've collected Personal Data from anyone under 13 without verification of parental consent, we'll take steps to delete that information from our servers.
If we ever need your 'consent' as the legal basis for processing your info, and your country says a parent has to give that consent, then yep, we might ask for your parent's permission *before* we collect and use that info. Just playing by the rules! 📋
If we need to rely on consent as a legal basis for processing your information, and your country requires consent from a parent, we might ask for your parent's consent before we collect and use that information.
## Links to Other Websites
Heads up on **Links to Other Websites**! Our Service might have links to other sites that we *don't* run. If you click on one of those third-party links, you'll be whisked away to *their* site. We seriously, seriously recommend you peek at the Privacy Policy of every single site you visit. Stay safe out there! 🚨
Our Service might contain links to other websites that we don't operate. If you click on a third-party link, you'll be directed to that third party's site. We seriously recommend you review the Privacy Policy of every site you visit.
Just so we're clear: we have zero control over, and take absolutely no responsibility for, the content, privacy policies, or any practices of those third-party sites or services. You're on your own once you leave our turf! 🤷‍♂️
We can't control the content, privacy policies, or practices of any third-party sites or services, and we don't take any responsibility for them either.
## Changes to this Privacy Policy
Heads up! We might **update Our Privacy Policy** every now and then. When we do, we'll let you know about any changes by just slapping the new Privacy Policy right here on this page. Easy peasy! 🔄
We might update our Privacy Policy every now and then. We'll let you know about any changes by posting the new Privacy Policy on this page.
Before those changes go live, we'll give you a shout-out via email and/or a big, noticeable announcement on our Service. Plus, we'll update that 'Last updated' date right at the top of this Privacy Policy. You'll be in the loop! 📧✨
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.
So, our friendly advice? **Review this Privacy Policy periodically** to catch any changes. Any tweaks to this Privacy Policy are official the moment we post them right here on this page. Knowledge is power! 🧠
It's a good idea to review this Privacy Policy periodically for any changes. Changes to this Privacy Policy are effective when they're posted on this page.
## Contact Us
Got questions about this **Privacy Policy**? No problem! You can totally hit us up here: 👇
If you've got any questions about this Privacy Policy, you can reach out to us:
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)

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# Terms of Service
# Terms of Service
*Effective Date: June 1, 2025*
---
Hey there! 👋 Welcome to **ai.hubtoday** (referred to as "the Site" or "we"). Before you dive into using our services, please take a moment to carefully read these Terms of Service. By accessing or using the Site, you're essentially saying you agree to and accept these terms.
Welcome to **ai.hubtoday** (referred to here as "the Site" or "we")! Before you dive into using our services, please take a moment to carefully read these Terms of Service. Your access or use of the Site means you agree to and accept these terms.
## 1. About Our Services
**The 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. Just a heads-up, some content is only accessible to our awesome subscribers!
## 1. Service Introduction 👋
The Site provides users with paid subscription content and membership services. These cool offerings include, but aren't limited to, blog posts, exclusive resources, e-books, and community interactions. Heads up, some content is only accessible to our awesome subscribers.
## 2. User Registration & Accounts
- **Users** need to provide a valid email address and set a password to register for an account.
- **Users** are totally responsible for their account's security and all activities under it. Seriously, **don't** transfer or share your account with anyone else!
- **The Site** has the right to **suspend or terminate** a user's account if they violate these terms. No funny business!
## 2. User Registration and Accounts 🔐
- Users need to register an account by providing a valid email address and setting up a password.
- Users are responsible for their account's security and all activities under it. Absolutely **no** transferring or sharing accounts, okay?
- The Site reserves the right to **suspend or terminate** a user's account if they violate these terms.
## 3. Paid Subscription Services
- **Our subscription services** are billed on a monthly or annual basis, and you'll see the exact fees clearly displayed on the checkout page.
- **All payments** are processed securely through third-party payment platforms (like Stripe, PayPal). Rest assured, **the Site** never stores your payment information. Phew!
- **Subscriptions** will **automatically renew** unless you cancel before your current billing cycle ends. Don't forget if you want to stop!
- **Our 14-day refund policy** is pretty sweet: First-time subscribers, if you're not totally thrilled with our service within 14 days of purchase, you can snag a full refund. Just hit us up via the contact email at the end of these terms and tell us why you're unhappy. Each user gets one shot at this refund. After 14 days, or for non-first-time subscriptions, **no refunds** will be issued unless legally required.
## 3. Paid Subscription Services 💳
- Subscription services are billed on a monthly or annual basis, with costs clearly laid out on the checkout page.
- All payments are processed through third-party payment platforms (like Stripe and PayPal). We don't store your payment information, so you're safe there!
- Subscriptions will automatically renew unless you cancel before your current billing cycle ends.
- Our **14-day refund policy** means that first-time subscribers who aren't happy with the service can request a full refund within 14 days of purchase. Just hit us up via the contact email at the end of these terms and tell us why you're unhappy. Each user gets one shot at a refund. If it's past 14 days or you're not a first-time subscriber, payments are **non-refundable**, unless the law absolutely says otherwise.
## 4. Content Use & Intellectual Property
- **All original content** is **copyrighted to hubtoday**. Please, pretty please, don't copy, reproduce, or use it for commercial purposes without our authorization.
- **Users** are granted a **non-exclusive, non-transferable access right** for personal learning and reading only. Keep it for yourself!
- For commercial use or extensive quoting, please reach out to **the Site** to get permission. We're usually friendly!
## 4. Content Use and Intellectual Property 📝
- All original content is copyrighted by the Site (hubtoday). No copying, reprinting, or commercial use without our explicit permission!
- Users only get non-exclusive, non-transferable access rights for personal learning and reading.
- For commercial use or extensive citation, please reach out to the Site to get authorization.
## 5. User Conduct Guidelines
- **Users** are strictly **prohibited** from uploading, posting, or distributing any content that's illegal, harassing, false, offensive, or infringes on others' rights. Play nice!
- **Users** are also **forbidden** from using technical means to bulk download, crawl, or crack member content. That's a big no-no! 🙅‍♀️
- **The Site** has the right to remove inappropriate content and **ban violating users**. You've been warned!
## 5. User Conduct Guidelines 🚫
- Users are strictly prohibited from uploading, posting, or spreading any content that's illegal, harassing, false, offensive, or infringes on others' rights.
- Also forbidden is using technical means to bulk download, scrape, or crack member content.
- The Site has the right to remove inappropriate content and **ban violating users**.
## 6. Service Changes & Interruption
- **We (the Site)** reserve the right to change, suspend, or terminate all or part of our services at any time, without prior notice. Things change, ya know?
- If **the Site** becomes temporarily inaccessible due to unforeseen circumstances like force majeure, server failures, or third-party service interruptions, **the Site** **will not be liable for compensation**. It's out of our hands sometimes!
## 6. Service Changes and Interruptions ⚠️
- We reserve the right to change, suspend, or terminate part or all of our services at any time, without prior notice.
- The Site will not be liable for compensation if content is temporarily unavailable due to force majeure, server failures, or third-party service interruptions.
## 7. Disclaimer
- **The information provided by the Site** is purely for reference and **does not constitute** any professional advice (like financial, legal, or medical stuff). Don't take our word as gospel for crucial decisions!
- **The Site** **is not responsible** for any direct or indirect losses users might incur from using our content or services. Use at your own risk, folks!
## 7. Disclaimer 🛑
- The information provided by the Site is for reference only and **does not constitute** any professional advice (like financial, legal, or medical).
- The Site is not responsible for any direct or indirect losses users incur from using the Site's content or services.
## 8. Governing Law
- **These Terms of Service** are governed by and interpreted in accordance with the laws of California, USA, without regard to its conflict of law principles.
- **Any disputes** arising out of or related to these terms should first be settled through friendly negotiation between the parties. If that doesn't work out, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California. Let's keep it civil, but we know where to go if it hits the fan!
## 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 negotiations hit a wall, you agree to submit to the jurisdiction of the courts located in Santa Clara County, California.
## 9. Contact Us
- Got **questions** about these terms? Don't hesitate to reach out!
- 📧 **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)
## 9. Contact Us 📬
- If you have any questions about these terms, feel free to reach out to us using the info below:
- **Email**: [justlikemaki@foxmail.com](mailto:justlikemaki@foxmail.com)