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AI Daily	AI Daily-AI资讯日报	false	/en/2025-11/2025-11-02	Your daily source for curated AI news, practical tools, and actionable tutorials to master Artificial Intelligence;	type docs

AI Daily News 2025/11/3

AI News | Daily Brief | Web Data Aggregation | Frontier Science Exploration | Industry Voice | Open-Source Innovation | AI & Human Future | Access Web Version↗️ | Join Group Chat🤙

Today's Summary

Prompt engineering is revealed as context engineering, with its core being the clarification of human intent through an entropy reduction process.
The bottleneck in the AI race has shifted from GPUs to physical world infrastructure like power and data centers.
Tech giants are accused of mass layoffs to fund AI investments, portraying it as a capitalist game where employees pay for the giants' arms race.
Meanwhile, OpenAI faces ethical accusations of plundering intellectual property for using public data to train its models.
Furthermore, discussions also touch upon the "resource curse" problem in large companies and the societal phenomenon of AI-generated content self-cycling.

Frontier Research

1. Context engineering? You might think you're dabbling in 'prompt engineering,' but a deep dive by Liu Pengfei's Team from Shanghai Chuangzhi Academy (AI News) reveals you're actually playing with the freshest iteration of a 30-year-old classic! 😎 Its core magic? An entropy reduction process that "predigests" our fuzzy, high-entropy human intentions into crisp, low-entropy instructions machines can actually get. Think of it this way: turning a vague 'I'm a bit chilly' into actionable commands like 'close the window' or 'crank up the AC'! 🔥
   
   

Industry Outlook & Social Impact

1. The AI arms race is getting real, folks! OpenAI CEO Sam Altman and Microsoft CEO Satya Nadella teamed up in an Explosive Podcast (AI News) to 'flex their muscles' and spill the beans on the brutal truth of this competition. Facing a whopping $1.4 trillion bet on computing power, Sam boldly declared, "the only risk is not having enough ammo." Nadella, on the other hand, candidly admitted that the real bottleneck isn't GPUs anymore, but the physical infrastructure – data centers and power – needed to actually plug in those chips. This signals a major shift: the AI race has moved beyond the digital realm and plunged headfirst into a physical world infrastructure battle. 🚀
   

2. Tech giants are shouting about "the future of AI" while ruthlessly slashing their workforces, and honestly, it's wild! A Viral Post (AI News) called out this move as a blatant capitalist shell game: layoff savings just get funneled into orders for a select few like Nvidia and Microsoft. So, "investing in the future" apparently means turning employee salaries into a war chest for the tech titans. Pretty slick, huh? 🤔

3. OpenAI might be pulling off "the biggest heist in human history," or so a scorching hot post on Hacker News provocatively claims, instantly igniting the community! 🔥 This Provocative View (AI News) argues that OpenAI's use of vast amounts of public data to train its models, and then commercializing them, is essentially a "legal" plundering of humanity's collective knowledge. This bold perspective has certainly fanned the flames of ongoing discussions about data ownership and AI ethics. 🤯

4. Why do big companies often get dragged down by the "resource curse"? Tang Binsen, the founder of Genki Forest, offered some sharp insights in A Speech (AI News), pointing fingers at corporate execs who get too caught up in short-term plays like chasing budgets and splashing cash on ads, rather than truly refining their products 💡. He cited examples like "poor countries" such as Israel, arguing that scarcity can actually spark extreme creativity – just like Lei Jun with his "zero-budget Xiaomi" back in the day. This "poor kids grow up faster" kind of talk is definitely a wake-up call for those giants who blindly believe in the "money-burning" model. 🎤

Open-Source TOP Projects

1. Want your terminal to have its own AI coding agent? Then ⭐30.3k-star opencode is your go-to! This project is custom-built for the command-line environment, letting you summon AI to crush coding tasks just by typing 🚀. Head over to Experience this latest AI news project on GitHub – your terminal will be so cool, it won't even need friends! 😉

2. Tired of not being able to preview Markdown in your command line? You gotta check out ⭐19.9k-star glow, a project by Charm that makes your Markdown literally "glow" in the terminal, with absolutely stunning rendering 💅🏻. From now on, reading documents in that dark terminal window becomes a pure joy! Click here to get this awesome AI news tool. ✨

3. Paper to code, text to web pages, or even tackling backend tasks directly – sounds like magic, right? Well, ⭐8.3k-star DeepCode is turning that magic into reality! It's a powerful open intelligent agent coding framework 🔥. This Cutting-edge open-source project (AI News) from HKU aims to bridge that last mile from an idea to executable code. Seriously, it's a developer's dream come true! 🤩

4. Still banging your head against slow downloads and clunky interfaces from major cloud drives? ⭐7.9k-star LinkSwift is here to save your day! It's a miracle tool for grabbing direct download links from eight mainstream cloud storage services like Baidu, Alibaba, and Tianyi ⚡. With this JavaScript Gadget (AI News), getting high-speed download links with a single click is no longer just a dream. Say goodbye to client limitations! 👋

5. Is vLLM too beefy for you? Then try its mini-me! ⭐7.4k-star nano-vllm lets you experience efficient large model inference services in a much lighter environment. For developers with limited resources who still want to play around with LLMs, this Lightweight framework (AI News) is an absolute godsend. Go check out this interesting AI news! 👇

Social Media Shares

1. Want your share cards to totally stand out on social media? Master Zang has replicated and optimized a Popular Social Card Prompt (AI News), not only vastly improving its Chinese adaptability but also adding a super cool neon tube handwritten signature effect! ✨ They even fixed Chinese display issues using Jiemeng and Doubao, and it automatically adapts to different platform theme colors. Give it a whirl! This AI news is super handy! 🚀

2. Can AI 3D model generation tech truly ignite the 3D printing market? An Industry Observer (AI News) posed a rather sobering thought: while the tech sounds super cool, it hasn't really sparked much interest among 3D printing users yet, because, well, folks are still wrestling with the printers themselves 🤔. He reckons the real future for this tech might be in areas like real-time world generation for games, where demand is broader and more personalized, rather than being confined to physical manufacturing. Check out this AI news perspective! 👇

3. What are we even doing when content creators use AI to write scripts and shoot videos, and then viewers use AI to summarize text? A Divine Comment (AI News) from a netizen perfectly illustrates the absurd scene of this "information bubble," where content is just endlessly self-cycling between AIs, and humans are basically just middlemen 🤣. This phenomenon has sparked intense discussion; it seems we're rapidly entering an era of AI self-digestion and self-cycling, which is both a bit suffocating and kind of hilarious. This AI news really hits home! 🤯
   

4. Can AI automated crypto trading really make you rich? One netizen made A Bold Attempt (AI News) with a measly 10U capital, but it seems the AI decision system went on strike, as if silently grumbling, "With this little cash, what exactly are you playing at?" 😂 This hilarious post brought on a wave of laughter, showing that AI apparently has its own "attitude" and isn't too keen on small-time trades. This AI news is too funny! 💸

5. Just how split can a single tech guru's Chinese and English blog styles get? Netizens who peeped at Li Xinyuan's Blog (AI News) were shocked to find his Chinese blog kicked off with a "Dating Guide for Married Women," while his English blog's first post was "Why DeepSeek Was Born in a Quant Firm" 😂. This massive contrast is absolutely hilarious, perfectly showcasing the lesser-known "two faces" of these tech titans 🤔. Seriously, it's today's dose of pure joy! 🤣

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