chore(i18n): Auto-translate EN content with FM updates
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GitHub Actions Bot
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linkTitle: AI Daily
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title: AI Daily-AI资讯日报
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breadcrumbs: false
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next: /en/2025-12/2025-12-25
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next: /en/2025-12/2025-12-27
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description: Your daily source for curated AI news, practical tools, and actionable
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tutorials to master Artificial Intelligence;
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cascade:
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type: docs
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---
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## AI News Daily 2025/12/26
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## AI News Daily 2025/12/28
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> AI News | Daily Morning Read | Aggregated Web Data | Frontier Science Exploration | Industry Open Voice | Open Source Innovation | AI and Humanity's Future | [Visit Web Version ↗️](https://ai.hubtoday.app/) | [Join Group Chat 🤙](https://source.hubtoday.app/logo/wechat-qun.jpg)
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> `AI News` | `Daily Brief` | `Web Data Aggregation` | `Cutting-Edge Science` | `Industry Insights` | `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) 👋
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### **Today's Summary**
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### **Today's Digest**
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```
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Waymo integrates Gemini in-car, defining interaction safety ethics.
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X launches Grok image editing, sparking creator exodus over copyright.
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Tsinghua open-sources TurboDiffusion, boosting video generation 200x.
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NJU's RunawayEvil breaches mainstream video model defenses.
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US H1B high-wage weighted lottery takes a toll on international students.
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Zhipu ZCode visual programming released, StepFun image model upgraded.
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Top models fail research evaluations, NPR framework enables parallel reasoning.
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Vibe Engineering gains attention, SO survey reveals high AI adoption.
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Claude session-to-web tool open-sourced, AI automatically generates memes.
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Baoyu shares article analysis prompt, Tencent Meeting quickly summarizes long podcasts.
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```
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### Product & Feature Updates
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1. **Waymo** is shaking things up by integrating the Gemini [smart assistant (AI News)](https://www.aibase.com/zh/news/23993) into its vehicles, setting a new standard for AI ethics. Leaked instructions, a massive 1200 lines, show Gemini as a super restrained co-pilot. It can handle weather chats and AC adjustments, but absolutely no interference with driving operations! The assistant's language is designed to be "elementary schooler"-friendly, clearly defining the safety and ethical boundaries for human-AI co-piloting.
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1. **Zhipu AI Drops ZCode, a Visual Programming Powerhouse!**
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Zhipu AI just dropped ZCode, a revolutionary visual [AI Programming Environment (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/ai-zcode-claude-code-codex-gemini-cli)! This bad boy completely ditches the command-line pain points, making models like Claude Code super easy to get started with. The tool supports one-click multi-model switching and even has a built-in [Version Rollback Feature](https://zcode-ai.com/) à la Git. Developers can visually track code changes and even search the web via MCP protocol. Basically, AI programming is no longer a black-screen nightmare; it's a slick, desktop-level workflow now! ✨
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<br/><br/>
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2. **X platform** just dropped a new [AI image editing feature (AI News)](https://www.aibase.com/zh/news/24012) powered by Grok! Users can now *poof* change post images with a single button click. But hold up, this move has seriously ticked off a ton of original artists and creators. Fearing their work might get maliciously altered, many are bailing out. The lack of proper copyright protection has sparked a fiery community debate. 🔥
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2. **StepFun Silently Drops NextStep-1.1 Model Upgrade!**
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StepFun's NextStep-1.1 image model just quietly dropped a minor update! 🚀 This new version slays those pesky screen artifacts and seriously pumps up the image quality using [Reinforcement Learning (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247858711&idx=2&sn=813a06603cfe7bdefc169ea071d08fb4). Compared to its predecessor, it delivers even sharper texture clarity while sticking to that clever flow-matching architecture. While competitors are making big waves, StepFun is clearly committed to its [Self-Developed Path](https://x.com/StepFun_ai/status/2003746642026185055). This update proves they're continually iterating and pushing boundaries in visual generation!
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<br/><br/>
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### Frontier Research
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### Cutting-Edge Research
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1. **Tsinghua University**, teaming up with Shengshu Technology, just open-sourced the ridiculously fast [TurboDiffusion (AI News)](https://www.qbitai.com/2025/12/365896.html)! Generating videos on a single RTX 5090 GPU now takes less than 2 seconds — that's over 200 times faster than the original model. The secret sauce? Their core SageAttention technology drastically slashes computational load. And get this: the video dynamics and lighting quality? Virtually no loss. Mind-blowing! 🤯
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1. **Ouch! Top AI Models Flunk Scientific Research Skills.**
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Alright, let's pump the brakes on the "AI as a scientist" hype! 🛑 New evaluations are showing that even the top-tier models are still miles away from being qualified researchers. The Shanghai AI Lab just launched [SGI-Bench (AI News)](https://mp.weixin.qq.com/s?__biz=MzIzNjc1NzUzMw==&mid=2247858711&idx=3&sn=aae0a45795be1995e7f449a6d59209d3), a comprehensive benchmark to truly test AI's general scientific capabilities. The verdict? A sobering 33 points for the strongest contender, Gemini-3-Pro! Models might be decent at creative stuff, but their long-chain reasoning falls apart pretty quickly. True [AI Scientists](https://arxiv.org/pdf/2512.16969) need rigorous wet-lab planning and sharp multi-modal perception. No shortcuts here!
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<br/><br/>
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2. **Nanjing University's** team just dropped RunawayEvil, a wicked [jailbreak framework (AI News)](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651008926&idx=3&sn=62fd6830fa9878acb9029672ca09c19e) specifically designed to attack video models! This system boasts a soaring success rate of 87%. It uses a "strategy-tactic-action" self-evolving attack paradigm, causing mainstream video generation models to completely crumble before its onslaught. This breakthrough offers a crucial testing tool for patching up AI security vulnerabilities. 💡
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<br/><br/>
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3. **Llama 3's** causal reasoning capabilities post-quantization: what's the [performance (AI News)](https://arxiv.org/abs/2512.13725) like? Research found only a slight dip in intervention reasoning under NF4 precision. What's even cooler, GraphRAG (Graph Retrieval Augmented Generation) can actually boost reasoning accuracy! This provides solid theoretical backing for deploying Llama 3 on edge devices. 🚀
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4. **LLMs** acting as judges often suffer from a serious [agreement bias (AI News)](https://arxiv.org/abs/2510.11822). They tend to dish out positive reviews while totally overlooking invalid outputs. But get this: a new method, using a regression model, has dramatically cut down the misjudgment rate! In code feedback tasks, the error was slashed by half. 🎉
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5. **AI** is now optimizing game strategies just like writing code! 🤯 LLMs are acting as optimizers, constantly rewriting strategy code. This approach effectively tackles the tricky challenge of multi-agent collaboration. In standard game theory scenarios, it's outperforming traditional methods big time. 🏆
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6. **REM** offers a fresh take on AI-generated image detection! Instead of fixating on forgery flaws, this new approach [REM (AI News)](https://arxiv.org/abs/2512.20937) models the boundaries of real images. It generates near-authentic samples through self-reconstructing perturbations. This boosts detection rates significantly, even across different generators and under degradation conditions. Pretty neat, huh? ✨
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2. **Tongyan Institute's NPR Framework Unlocks Parallel Reasoning!**
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The Tongyan Institute just introduced their NPR framework, and it's a game-changer, letting AI agents finally ditch that single-threaded thinking! 🧠 Traditional Chains of Thought often get stuck going down one path, but NPR delivers true [Native Parallel Reasoning (AI News)](https://mp.weixin.qq.com/s?__biz=MzA3MzI4MjgzMw==&mid=2651009244&idx=2&sn=25f168f6177f32da56d4cc0845de56e8). It's like MapReduce for AI, exploring multiple paths simultaneously before consolidating into the optimal solution. Thanks to self-distillation and parallel reinforcement learning, model inference speed has shot up by a whopping 4.6 times! This is huge, signaling AI's evolution towards complex [Multidimensional Thinking](https://arxiv.org/pdf/2512.07461) capabilities.
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<br/><br/>
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### Industry Outlook & Social Impact
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1. **The US H-1B visa rules** just got a major shake-up, now implementing a [high-wage weighted (AI News)](https://mp.weixin.qq.com/s?__biz=MzI3MTA0MTk1MA==&mid=2652657511&idx=2&sn=fe18b45291ead0c5ca0d3d393d09a64e) system! The random lottery is out, replaced by screening based on salary tiers. This means about 90% of international students might get the boot. Entry-level applicants are seeing their chances plummet. Big tech players like Google are already restarting PERM to scoop up essential talent. Yikes! 😬
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<br/><br/>
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1. **Vibe Engineering: The Future Is Now!**
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Listen up, Vibe Coding simply isn't cutting it anymore – we need to level up to [Vibe Engineering (AI News)](https://x.com/shao__meng/status/2004753652112916876)! Kitze hit the nail on the head: blindly accepting AI code is basically a gamble. Senior developers should be the architects, using AI Agents as assistants, not fully offloading code logic. Get ready for new specialized roles that fix AI-generated code, because folks who truly understand the underlying principles will be golden. So, don't be a copy-paste coder; become an engineer who masters AI! 🚀
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<br/><br/>
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2. **New York State** just officially signed the [RAISE Act (AI News)](https://www.aibase.com/zh/news/24016), a tough new bill to strictly regulate AI giants. Companies with annual revenues over $500 million now *must* disclose their safety protocols. And if an accident happens, they've got 72 hours to report it to the state government. This is a strong pushback against federal efforts to weaken state-level regulation. Non-compliant businesses could face fines up to $3 million. Ouch! 💸
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2. **Stack Overflow Drops Its 2025 Developer Survey!**
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Stack Overflow just dropped its 2025 Developer Survey, and boy, AI penetration has hit an all-time high! 📈 Programmers from 177 countries weighed in, and AI Agents are clearly the hot topic. The data screams it: developers ignoring AI are losing their competitive edge. While AI can churn out code like lightning, the burden of [Code Review (AI News)](https://x.com/dotey/status/2004743927841034479) just got a whole lot heavier. This report is an [Important Reference](https://survey.stackoverflow.co/2025) for understanding global tech trends, so don't sleep on it!
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3. **Fliggy's** latest report is out, showing a whopping [20-fold surge (AI News)](https://www.qbitai.com/2025/12/365841.html) in travel AI token consumption! Users' average daily call volume also jumped 7.7 times. Folks are loving AI for finding killer flight deals and creating stress-free travel itineraries. Get this: 3 to 5 AM is apparently peak time for travel inspiration! 😴 AI is definitely moving beyond just generating info and into real transaction fulfillment. ✨
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### TOP Open Source Projects
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4. **AI** rewriting eight years of [legacy code (AI News)](https://newshacker.me/story?id=46318080) in just three days? Fat chance! Discussions reveal LLMs are super prone to hitting roadblocks during large-scale migrations. They just can't grasp complex engineering contexts and implicit dependencies. However, for narrow, test-driven tasks, efficiency gets a clear boost. But a full takeover from human engineers? That's still pure fantasy for now. 🤷♂️
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1. **Claude Code Session-to-HTML Tool Goes Open Source!**
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Here's a cool [Python Tool (AI News)](https://github.com/simonw/claude-code-transcripts) that transforms your Claude Code sessions into beautiful HTML! 💻 Let's be honest, trying to view long conversations in the native CLI is a huge pain, but this project totally solves that headache. It lets you export local or web-based interaction records into shareable pages, making it super easy for developers to review their decision chains – just like flipping through [Project Documentation](https://simonwillison.net/2025/Dec/25/claude-code-transcripts/). Perfect for any geek who needs to archive or share their programming process!
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5. **Google's 2025**: will it be a year of scientific breakthroughs or just an [ad show (AI News)](https://newshacker.me/story?id=46374018)? DeepMind's achievements in biology and meteorology are undeniable. Yet, the worsening search experience has users totally fed up. The Gemini vs. GPT showdown remains a neck-and-neck battle. There's growing concern: is commercial pressure squeezing out fundamental research? 🤔
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### Social Media Buzz
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### Top Open Source Projects
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1. **AI Automagically Generates Meme Products!**
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Making products without writing a single line of code? Yep, it's happening! 🤯 The entire process is now being handled by [AI Automation (AI News)](https://x.com/Gorden_Sun/status/2004886031867543815). Gorden Sun shared an amazing example of fully automated meme generation, and the cost is ridiculously low. This is "Vibe Product" in action: you just toss out your requirements, and AI makes it happen!
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<br/><video src="https://source.hubtoday.app/images/2025/12/news_01kdg68nbser39jz059tfv4eht.mp4"></video><br/>
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1. **Yuxi-Know**: This is a super cool knowledge graph [agent platform (AI News)](https://github.com/xerrors/Yuxi-Know) that integrates LightRAG. It supports Neo4j and DeepAgents to build complex knowledge bases. Pretty neat! (⭐3k)
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2. **Baoyu Shares a Killer Deep Article Analysis Prompt!**
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Baoyu just dropped a high-quality [Article Analysis Prompt (AI News)](https://x.com/dotey/status/2004757229128335725) that's seriously next-level! 🤯 It doesn't just translate; it offers deep, multi-dimensional interpretations covering core arguments, background context, and more. This framework is a golden ticket for readers to quickly extract value and build some killer critical thinking skills.
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2. **the-algorithm**: Ever wondered why you see what you see on Elon Musk's X platform? Well, this is the core recommendation algorithm's [source code (AI News)](https://github.com/twitter/the-algorithm)! Go ahead, take a peek! 👀 (⭐68.6k)
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3. **Tencent Meeting + AI = Podcast Summaries? Yes, Please!**
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Tired of spending hours on long podcasts? 🎧 One blogger found a genius hack: just use Tencent Meeting in the background to create [AI Summary (AI News)](https://x.com/aiwarts/status/2004756468818682148)! Luo Yonghao's live streams alone can take hours to listen to, but AI can quickly pull out all the key points. This is seriously an efficiency superpower for soaking up information!
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3. **chatterbox**: Check out the most advanced open-source speech synthesis [TTS system (AI News)](https://github.com/resemble-ai/chatterbox) out there! Its generated speech is so incredibly natural, you can barely tell it's a machine. Seriously impressive! (⭐17.5k)
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4. **LightX2V**: This is an incredibly lightweight video generation [inference framework (AI News)](https://github.com/ModelTC/LightX2V)! It can smoothly run video models even on consumer-grade graphics cards. Talk about efficient! 🚀 (⭐1.3k)
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### Social Media Shares
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1. **GLM 4.7's** generated landing page designs are absolutely stunning, with its [aesthetic online (AI News)](https://x.com/oran_ge/status/2004151720117747940)! Simple prompts are all it takes to crank out master-level layouts. Pure magic! ✨
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<br/><video src="https://source.hubtoday.app/images/2025/12/news_01kdb1yvr4f7br5pazf6ma565c.mp4"></video><br/>
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2. The **brackets in prompts** are actually just [placeholders (AI News)](https://x.com/dotey/status/2004025068498657334) for AI! No need to memorize symbol definitions; AI can figure out the context. Pretty smart, right? 🤔
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3. **Notion** is getting slower and slower, just like [Evernote (AI News)](https://x.com/wwwgoubuli/status/2004018093002301794), all thanks to an overgrown team! It seems more people actually led to stagnant product experience. What a drag! 🐌
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4. **Minimalist sketch prompts** are here! Here's a set of [prompt sharing (AI News)](https://x.com/Gorden_Sun/status/2003872208817680410) for generating awesome minimalist pencil sketches. Simple, clear lines with zero extra shadows. Perfection! ✨ <br/><br/>
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5. **AI configuration management** is a mess! The config file formats across various AI tools are just plain [headache-inducing (AI News)](https://x.com/Jimmy_JingLv/status/2003855127543951685). We desperately need a unified standard to manage MCP configurations. Seriously, who's with me?! 😫
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<br/><br/>
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4. **AI: Your Personal Huangdi Neijing Study Buddy!**
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Struggling to get through ancient texts like the "Huangdi Neijing"? 📚 Just throw whatever you don't understand at your AI for an instant explanation! You can read and ask questions on the fly, and AI pretty much becomes your personal [Knowledgeable Teacher (AI News)](https://x.com/Yangyixxxx/status/2004757320895713347). Yeah, it might hallucinate a bit sometimes, but a couple of follow-up questions usually get you to the bottom of things.
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---
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@@ -87,5 +81,5 @@ US H1B high-wage weighted lottery takes a toll on international students.
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| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
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| --- | --- |
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| [Laisheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
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|  |  |
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| [Next Life Tavern](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
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