---
linkTitle: 11-18-Daily
title: 11-18-Daily AI News Daily
weight: 14
breadcrumbs: false
comments: true
description: Alibaba's Tongyi Qianwen has hit a major milestone, welcoming ten million
users! This is just the beginning of a grand narrative. The official team hinted
in.
---
## AI News Daily 2025/11/18
> `AI News` | `Daily Briefing` | `Aggregated Web Data` | `Frontier Science Exploration` | `Industry Voices` | `Open Source Innovation` | `AI & Human Future` | [Visit Web Version](https://ai.hubtoday.app/) | [Join Group Chat](https://source.hubtoday.app/logo/wechat-qun.jpg)
### **Today's Summary**
```
Google NotebookLM now boasts a new image import feature that automatically recognizes and parses handwritten formulas in images.
In frontier research, AI scientist Kosmos debuted, completing about six months of human workload in a single run.
Industry-wise, Meta executives addressed AI investment bubble concerns, stating their $72 billion annual expenditure is well under control.
Andrej Karpathy, on the other hand, posits AI as Software 2.0, highlighting verifiability as the key to its automation capabilities.
In the open-source community, JetBrains has launched DPAI Arena, a competitive platform for AI coding agents.
```
### Product and Feature Updates
1. Alibaba's Tongyi Qianwen has hit a major milestone, welcoming ten million users! This is just the beginning of a grand narrative. The official team hinted in [this announcement](https://x.com/Alibaba_Qwen/status/1990322403994657091) that a broader era of intelligence is on the horizon. This isn't just a numerical victory; it's the dawn of a new paradigm for universal creation. Get ready! ✨
2. Google's Veo 3.1 model is now acting like a creative chef! You just need to provide three reference images – people, scenery, and style – and it'll whip up a stunning 8-second, 1080p video for you. According to [this report (AI News)](https://www.aibase.com/zh/news/22852), this "video ingredients" feature is now available to Gemini Pro/Ultra users, making video creation as simple as ordering from a menu. The character consistency and lighting coherence are absolutely seamless – it's pure magic! 🎬
3. Google NotebookLM's new image import feature lets you turn your casual snaps of classroom whiteboards or textbooks into a searchable personal knowledge base! The system automatically recognizes and parses handwritten formulas and tables in images, allowing you to ask questions naturally. You can find more details in [this news](https://www.aibase.com/zh/news/22850). Google even plans to integrate AR glasses in the future, aiming for the ultimate "what you see is what you ask" learning experience. Super helpful! 🧠
4. YouTube seems to be quietly rolling out its own AI assistant, a delightful surprise function users stumbled upon! As [this share](https://x.com/shao__meng/status/1990311800915820586) demonstrates, the built-in "Ask" feature and AI video summaries let you quickly grasp key content before watching and ask questions anytime. This completely transforms video consumption, turning one-way viewing into an interactive knowledge exploration journey. Game on! 🎮
5. Google, with its brand-new **File Search** API, seems to have given complex RAG engineering a "reprieve" – or maybe even a death sentence! As [this blogger](https://x.com/frxiaobei/status/1990091775382602021) sharply pointed out, developers no longer need to fuss over chunking, embedding, and vector retrieval. Now, you can just dump files into a "store" and ask questions. Google has irreversibly compressed the entire RAG tech stack's complexity into the platform's underlying layers. Talk about a game-changer! ✨
### Frontier Research
1. Kosmos, the tireless new colleague, has arrived in the scientific community! This AI scientist can accomplish approximately six months of human workload in just a single run. Utilizing an innovative **structured world model**, it integrates papers, runs code, and proposes hypotheses within incredibly long contexts of over **ten million tokens**, already leading to multiple original scientific discoveries. To dive into this research paradigm-shifter, check out [this in-depth report (AI News)](https://www.xiaohu.ai/c/xiaohu-ai/kosmos-ai-6) or go straight to [its technical paper](https://arxiv.org/pdf/2511.02824). Mind-blowing! 🤯
2. Transformer Copilot presents a fascinating idea: imagine an AI model learning with a "copilot" sitting right next to it, specifically tasked with correcting its mistakes! Researchers designed this "Copilot" model to learn from the "error logs" generated by the main model (Pilot) during fine-tuning, correcting its inference results in real-time. This novel "master-apprentice" framework teaches AI to reflect and improve, significantly boosting its performance across multiple benchmarks. Pretty neat, right? ✨
3. AI voice systems: Can they really pick up on human social cues? An [an interesting paper](https://arxiv.org/abs/2511.10693) discovered that when asked to speak "politely and formally," top-tier AI voice systems unconsciously slow down their speech, perfectly mimicking human behavior. This shows that AI isn't just learning language; it's subtly absorbing our complex social and cultural nuances. It's quietly transforming from a mere tool into a "social actor" that truly understands the room. How wild is that? 🗣️
### Industry Outlook & Social Impact
1. Meta executives are staying cool amidst worries about an AI investment bubble. They calmly stated that while a $72 billion annual expenditure sounds wild, everything is totally under control. They believe this massive investment isn't some crazy gamble but a strategic play for the future, already showing real returns through their advertising and recommendation systems. As [this report](https://www.aibase.com/zh/news/22835) from Goldman Sachs points out, compared to historical tech waves, our current investment is nowhere near "out of control." 😎
2. Privacy: Are we trading it for AI's convenience? A community discussion revealed a harsh truth: most people are willing to sacrifice data sovereignty for convenience. The core of [this debate](https://newshacker.me/story?id=45947434) revolves around the power abuse of centralized AI and the challenges of auditing it. While **local models** offer a glimmer of hope, hardware limitations and platform ecosystem barriers mean the path to privacy protection is still a long and winding one. Something to chew on, right? 🤔
3. Andrej Karpathy made a brilliant analogy: AI isn't electricity; it's **Software 2.0**, and its automation superpower lies in **verifiability**. As [this excellent summary (AI News)](https://x.com/shao__meng/status/1990216296311779512) explains, tasks whose results can be quickly and objectively evaluated (like programming and math) will be automated first. Meanwhile, domains involving creativity, strategy, and other hard-to-quantify areas will remain human intellectual strongholds for the foreseeable future. Food for thought! 🧠
4. A clever video, crafted with AI tools, vividly illustrates how our brains gradually fall into addiction. As [Xiaohu's share (AI News)](https://x.com/imxiaohu/status/1990263188030693466) points out, this video echoes a study showing that short-video platforms are profoundly altering our brain structures and cognitive abilities. It's not just a showcase of AI's creative prowess; it's a deep reflection on our digital lifestyle. Kinda makes you think, doesn't it? 🤔
### Open Source TOP Projects
1. The `cursor-free-vip` project is your savior when you hit that dreaded "trial limit reached" message in Cursor! This tool, which has already snagged a whopping ⭐42.2k stars on [GitHub (AI News)](https://github.com/yeongpin/cursor-free-vip), automatically resets your machine ID, letting you easily bypass restrictions. It's like an unlimited refill key, unlocking the door to Pro features for you. Score! 🚀
2. The `WSABuilds` project makes it a breeze to run Android apps natively and smoothly on Windows! It provides integrated WSA packages with Google Play Store and Root permissions pre-installed, earning it a stellar ⭐13.3k stars on [GitHub (AI News)](https://github.com/MustardChef/WSABuilds). Say goodbye to tedious configuration and hello to a one-click journey into the Android ecosystem on your PC. Super cool! 🔥
3. JetBrains' **DPAI Arena** is an open benchmarking platform designed to answer a crucial question: What's the real skill level of AI coding assistants? It's basically a "gladiatorial arena" for AI coding agents! This ambitious project aims to measure AI productivity in real-world workflows and plans to eventually hand over management to the Linux Foundation to ensure fairness and neutrality. You can [check it out here (AI News)](https://www.aibase.com/zh/news/22857) for more deets. Pretty exciting stuff! 🤩
### Social Media Shares
1. The AI tool protocol **MCP**: Is it the future, or just an over-engineered "new term"? A fierce debate is raging in the [developer community](https://newshacker.me/story?id=45947444). One side argues that existing models' **function call** capabilities are already robust enough, making a new protocol unnecessary. The other firmly believes MCP holds irreplaceable value in scenarios like unified authentication, tool discovery, and remote access. The battle rages on! Who do you got? 🥊
2. An article claiming "only three types of AI products can succeed" has sparked a massive debate and pushback in the [developer community](https://newshacker.me/story?id=45946498). Many folks pointed out that this classification totally overlooks tons of commercially successful non-chat AI applications like Grammarly and DeepL. They stressed that AI's true value lies in boosting efficiency, not in some unrealistic fantasy of full automation. This discussion is a good reminder to watch out for "survivor bias" that can pop up from limited community perspectives. Food for thought! 🤔
3. Shao Meng offers some savvy advice for when your timeline suddenly gets spammed with the same new product, "Muset": This usually screams "concentrated PR campaign!" His seasoned tip? Just tag it, let the dust settle for a bit. If the hype's still real a week later, then dive in. This move is a smart way to filter out all that marketing foam. Good call! 💡
4. Yangyi dropped a "human-flavor disguise" trilogy in [a tweet (AI News)](https://x.xom/Yangyixxxx/status/1990369653164855553) for making AI-generated text sound more "authentic": Ditch the dashes, swap quotes for "「」", and throw in a deliberate typo or two. This darkly humorous guide has us spotting a whole new batch of "human-AI collaborations" masterpieces all over social media. LOL! 😂
5. Kosmos's power is truly mind-blowing: Imagine an AI that can integrate thousands of papers and autonomously perform complex reasoning for months, just like a human scientist! As [this share (AI News)](https://x.xom/imxiaohu/status/1990227570483482855) reveals, its core is a **structured world model**, enabling it to maintain logical coherence across tens of millions of tokens. This isn't just about enhanced model memory; it's a fundamental revolution in scientific research. Get ready for a paradigm shift! 🚀
6. Baoyu shared a simple yet super effective trick in [this post (AI News)](https://x.com/dotey/status/1990222792457924722) for those racking their brains over perfect prompts: Instead of making AI play a complex role, just tell it to "explain this paper to a high school student." This small shift often gets AI to churn out the most straightforward and on-point answers. Genius! ✨
7. Gemini Vision has turned processing those tricky, blurry invoice photos from a nightmare into a piece of cake! A developer shared his automation workflow on [Reddit (AI News)](https://www.reddit.com/r/artificial/comments/1oyqdxy/gemini_vision_n8n_for_realworld_invoice/), demonstrating that Gemini Vision can accurately extract structured data even from super low-quality images. This perfectly showcases how modern vision models are tackling gnarly real-world problems. So cool! 🔥
---
## **AI News Daily Audio Edition**
| 🎙️ **Xiaoyuzhou** | 📹 **Douyin** |
| --- | --- |
| [Laisheng Xiaojiuguan](https://www.xiaoyuzhoufm.com/podcast/683c62b7c1ca9cf575a5030e) | [Self-Media Account](https://www.douyin.com/user/MS4wLjABAAAAwpwqPQlu38sO38VyWgw9ZjDEnN4bMR5j8x111UxpseHR9DpB6-CveI5KRXOWuFwG)|
|  |  |