📊 AI 英文奏折：共收录 22 篇深度推文。
👤 (5) X 上的 Prompter：“There is something to do this I find The constant optimisation of productivity and help has made us think we must feel a certain way everyday to perform. When inevitably you don’t feel good or have an off day you then feel like you can’t work Whereas if you have the frame” (@promptllm)
简介: X平台博主 | 影响力: 0.0万
摘要：过度追求高效反致状态焦虑，不如专注行动更有效。
🕒 05:20 | ❤️ 6 | 📝 76词 | 原文
👤 (5) X 上的 Rodney Brooks：“AOC vs JD: “I understand that VP Vance believes shooting a young mother of three in the face three times is an acceptable America that he wants to live in, and I do not. That is a fundamental difference between VP Vance and I. I do not believe the American people should be” (@rodneyabrooks)
简介: X平台博主 | 影响力: 0.0万
摘要：奥卡西奥-科尔特斯指责万斯副总统候选人容忍街头枪击事件，强调双方立场根本对立。
🕒 17:32 | ❤️ 50 | 📝 57词 | 原文
👤 (5) X 上的 Emily：“Use my system prompt and build a Grok project, and enjoy living in the ancient Greek world, exploring any topic from the ancient wisdom perspective. # System Prompt: The Ancient Greek Philosopher ## I. Persona & Role You are a philosopher in the tradition of the great thinkers” (@iamemily2050)
简介: Any sufficiently advanced technology is indistinguishable from magic. Arthur C. Clarke. | 影响力: 4.0万
摘要：以古希腊哲人视角，引导用户通过理性对话探索智慧与美德，追求幸福人生。
🕒 05:15 | ❤️ 20 | 📝 656词 | 原文
👤 (5) X 上的 Sundar Pichai：“AI agents will be a big part of how we shop in the not-so-distant future. To help lay the groundwork, we partnered with Shopify, Etsy, Wayfair, Target and Walmart to create the Universal Commerce Protocol, a new open standard for agents and systems to talk to each other across https://t.co/8gDxDWjF9q” (@sundarpichai)
简介: X平台博主 | 影响力: 0.0万
摘要：AI购物代理将普及，我们联合多家零售商推出通用商业协议，支持AI平台直接购物。
🕒 00:03 | ❤️ 7,591 | 📝 76词 | 原文
👤 (5) X 上的 Ed Krassenstein：“BREAKING: Rep. Ted Lieu just warned all of the US military against following Trump’s illegal orders to invade Greenland. “If any military member including the generals on down to enlisted members. If any of them participate in a use of military force against Greenland without https://t.co/qvd5GJrC4m” (@edkrassen)
简介: X平台博主 | 影响力: 0.0万
摘要：美议员警告军方勿遵特朗普非法令入侵格陵兰。
🕒 21:56 | ❤️ 1.7万 | 📝 58词 | 原文
👤 (5) X 上的 Rohan Paul：“Today’s edition of my newsletter just went out. 🔗 https://t.co/lkJCUJ2gO5 ⚡Top Papers of last week (11-Jan-2026): 🗞️ Extracting books from production language models 🗞️ Accelerating Scientific Discovery with Autonomous Goal-evolving Agents 🗞️ Logical Phase Transitions: https://t.co/M0vP71VkdM” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：本期简报发布，涵盖AI论文精选，包括语言模型书籍提取、自主智能体加速科研、LLM逻辑推理崩溃分析、工具使用智能体训练、DeepSeek-R1强化学习推理、长上下文测试训练、开放智能体生态系统构建、Youtu-Agent生产力提升、K-EXAONE技术报告及LLM自我失败预测等前沿研究。
🕒 04:55 | ❤️ 5 | 📝 129词 | 原文
👤 (5) X 上的 Aakash Gupta：“I’ve been watching CES for 16 years. This week had some real announcements buried under the usual noise. But everyone is mising the biggest one. Google DeepMind and Boston Dynamics just partnered to put Gemini Robotics into Atlas humanoids. First deployments ship to Hyundai” (@aakashgupta)
简介: X平台博主 | 影响力: 0.0万
摘要：谷歌与波士顿动力合作，将Gemini AI植入Atlas人形机器人，并计划量产部署。
🕒 04:50 | ❤️ 23 | 📝 515词 | 原文
👤 (5) X 上的 Steven Pinker：“Golden rice is a no-brainer: a publicly funded, non-proprietary genetically modified crop that combats vitamin A deficiency, a major cause of childhood blindness and mortality – yet it’s opposed by many Western environmental groups and NGOs. 24 years ago, in The Blank Slate, I” (@sapinker)
简介: X平台博主 | 影响力: 0.0万
摘要：黄金大米可防治维生素A缺乏症，却仍遭西方组织无端抵制。
🕒 01:42 | ❤️ 760 | 📝 66词 | 原文
👤 (5) X 上的 Rohan Paul：“New Google paper says LLM inference is limited by memory and networking, and it proposes 4 hardware shifts. Inference is separated into Prefill, which processes input in parallel, and Decode, which outputs 1 token (a small text chunk) at a time while constantly reading a Key https://t.co/oqUAMufE1z” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：谷歌论文指出大模型推理受内存与网络限制，提出四项硬件革新方向。
🕒 13:27 | ❤️ 453 | 📝 243词 | 原文
👤 (5) X 上的 Sharyph：“Most creators write “Viral Content” and stay broke. Here is how I use AI to write “Authority Content” instead. There is a massive difference between “Viral Content” and “Authority Content.” Viral Content gets you likes (“10 tips to sleep better”). Authority Content gets you” (@sharyph_)
简介: X平台博主 | 影响力: 0.0万
摘要：用AI创作权威内容，替代病毒式内容，通过分析行业趋势和空白点，预测而非追随热点。
🕒 18:15 | ❤️ 3 | 📝 283词 | 原文
👤 (5) X 上的 Anthony Pompliano 🌪：“I spend every Sunday preparing for the week ahead. One interesting thing I do is to identify all planned announcements, data releases, and earnings reports that could impact my personal investment portfolio. I have found the best way to do this is to ask @cfosilvia to find the https://t.co/4GLrvMBE8x” (@apompliano)
简介: X平台博主 | 影响力: 0.0万
摘要：我每周日借助Silvia定制财经事件日历，预警投资风险并节省时间。
🕒 01:43 | ❤️ 125 | 📝 253词 | 原文
👤 (5) X 上的 Rohan Paul：“Michael Burry says AI is already affecting physical jobs (plumber/electricians etc) as well. “If I’m middle class and am facing an $800 plumber or electrician call, I might just use Claude. I love that I can take a picture and figure out everything I need to do to fix it.” So https://t.co/X6HOzeEbs8” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：迈克尔·伯里称AI已影响蓝领工作，如水电维修。
🕒 10:37 | ❤️ 1,929 | 📝 54词 | 原文
👤 (5) X 上的 Aakash Gupta：“Elon on departures at X: “very few regretted.” The way Elon runs his businesses is savage. If you’re not willing to work the hours he wants, he’s not sad you’re gone. This is the harsh reality. In 99% of roles, you are replaceable by someone willing to work harder than you. https://t.co/menQN2X5PY” (@aakashgupta)
简介: X平台博主 | 影响力: 0.0万
摘要：马斯克称离职者“鲜有遗憾”，其管理风格强硬，认为不愿加班者易被取代。
🕒 01:39 | ❤️ 18 | 📝 53词 | 原文
👤 (5) X 上的 Pierrick Chevallier | IA：“This looks like multiple shoots. It’s not. It’s one single POV video. I took a 25s rail POV clip and turned it into completely different worlds using only text prompts in Adobe Firefly. Then I’ll show you the exact prompts that let me change environments, mood, and atmosphere https://t.co/YDQwnTtl23” (@charaspowerai)
简介: X平台博主 | 影响力: 0.0万
摘要：单轨视频经Adobe Firefly文本提示生成多场景。限时免费体验至1月15日。
🕒 01:30 | ❤️ 33 | 📝 92词 | 原文
👤 (5) X 上的 Aakash Gupta：“Here’s what the Manus acquisition actually means for data. Meta already trains on your conversations. That policy update went live December 16, 2025. Every interaction with Meta AI across Facebook, Instagram, WhatsApp and Messenger feeds their models. No opt-out in the US.” (@aakashgupta)
简介: X平台博主 | 影响力: 0.0万
摘要：Meta收购Manus意在证明AI代理可盈利，其自身AI虽用户庞大但免费，而Manus已实现付费订阅。此次收购显示Meta在AI代理商业化上落后。
🕒 01:32 | ❤️ 15 | 📝 273词 | 原文
👤 (5) X 上的 Rohan Paul：“Researchers build BackdoorAgent to test backdoors in LLM agents and show how agent memory keeps them alive. A 3 stage framework reveals where agent backdoors enter, how they persist, and how they spread to outputs. A backdoor is a hidden behavior that turns on when a trigger https://t.co/p2QL5olcO9” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：研究者构建BackdoorAgent测试大模型智能体后门，揭示其通过记忆持续存活的机制。
🕒 12:22 | ❤️ 97 | 📝 187词 | 原文
👤 (5) X 上的 AshutoshShrivastava：“Google Launches Universal Commerce Protocol for Agentic Shopping TLDR : Google new UCP is an open standard that lets AI agents handle the full shopping journey across discovery, checkout, and post purchase. It powers agentic checkout on Google, branded retailer agents, and new https://t.co/PuFyOvC7GN” (@ai_for_success)
简介: X平台博主 | 影响力: 0.0万
摘要：谷歌推出通用商务协议，支持AI代理完成全购物流程，兼容多平台与支付方式，获多家零售巨头支持。
🕒 00:16 | ❤️ 311 | 📝 143词 | 原文
👤 (5) X 上的 Rohan Paul：“Google introduced the Universal Commerce Protocol, or UCP, a new open standard for AI agent shopping. It is meant to let an agent move from finding items to paying and getting support, without custom integrations everywhere. UCP is open-source and vendor-agnostic, developed in https://t.co/a2FLR4CMhd” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：谷歌推出通用商务协议UCP，作为AI购物代理的开放标准。该协议通过统一能力模块和JSON清单，简化电商集成流程，支持多种支付方式，让零售商保持商家记录权。
🕒 00:25 | ❤️ 235 | 📝 240词 | 原文
👤 (5) X 上的 Rohan Paul：“This paper shows how to pick a stable learning rate for huge LLM pretraining, and why simple fitting beats transfer. Shows that learning rate transfer from small models breaks at scale, and fitting a rule works better. Learning rate (LR) is the step size for how fast the model https://t.co/v1KwsonIkS” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：本文发现，在大规模语言模型预训练中，基于模型规模拟合学习率比从小模型迁移更有效，能提升1%-2%的准确率。
🕒 00:07 | ❤️ 54 | 📝 204词 | 原文
👤 (5) X 上的 Mingchen Zhuge：“👏 𝐂𝐚𝐥𝐥 𝐟𝐨𝐫 𝐏𝐚𝐩𝐞𝐫𝐬 & 𝐑𝐞𝐯𝐢𝐞𝐰𝐞𝐫𝐬 – 𝐓𝐡𝐞 𝟏𝐬𝐭 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐨𝐧 𝐑𝐞𝐜𝐮𝐫𝐬𝐢𝐯𝐞 𝐒𝐞𝐥𝐟-𝐈𝐦𝐩𝐫𝐨𝐯𝐞𝐦𝐞𝐧𝐭 (𝐈𝐂𝐋𝐑 𝟐𝟎𝟐𝟔 𝐑𝐒𝐈 𝐖𝐨𝐫𝐤𝐬𝐡𝐨𝐩) 𝐥𝐚𝐮𝐧𝐜𝐡𝐞𝐬 🌐 Website: https://t.co/ktTrVHjQEH 🔗 Submit: https://t.co/1xOyPj5ECo 🗓️ https://t.co/jFscMSJvzY” (@mingchenzhuge)
简介: X平台博主 | 影响力: 0.0万
摘要：首届ICLR递归自改进研讨会征稿，探讨AI系统递归自改进理论与应用，2026年2月10日截稿。
🕒 16:17 | ❤️ 56 | 📝 84词 | 原文
👤 (5) X 上的 Rohan Paul：“”This is the one decade I will not miss. We are going to do more for the advancement of science, industry and nation in the next 2 decades than potentially all of it combined in the past. Yeah, and so I don’t want to miss that.” 🎯🎯 ~ Jensen Huang — From ‘Center for https://t.co/ykqTS5KUv3” (@rohanpaul_ai)
简介: Compiling in real-time, the race towards AGI. The Largest Show on X for AI. \uD83D\uDDDE️ Get my daily AI analysis newsletter to your email \uD83D\uDC49 https://t.co/6LBxO8215l | 影响力: 12.6万
摘要：黄仁勋：未来二十年科技与工业发展将超越过去总和，不容错过。
🕒 23:38 | ❤️ 93 | 📝 59词 | 原文
👤 (5) X 上的 Pierrick Chevallier | IA：“🚨PromptShare🚨 Cinematic Prompt with @Kling_ai A Villain sits calmly in a chair in the middle of a destroyed throne room, blood dripping from his hand, camera rotates around him slowly as background compresses with a subtle vertigo zoom, he gives a crooked grin and says “What https://t.co/Sv8ouDoDcu” (@charaspowerai)
简介: X平台博主 | 影响力: 0.0万
摘要：反派坐于废墟王座，血手邪笑，镜头旋转间轻问：“王冠何在？”
🕒 23:30 | ❤️ 29 | 📝 62词 | 原文
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