【AI 英文奏折】01-20 2026

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📊 AI 英文奏折：今日共收录 15 篇深度内容。

👤 Rohan Paul (@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: 12.9万

“ Paper from @GoogleDeepMind shows self critique lets an LLM fix its own plans and succeed far more often.

The big deal is that planning is brittle, 1 wrong step can break the whole plan, and this loop… ”

摘要：谷歌DeepMind研究显示，LLM通过自我批判可修正计划，成功率显著提升（如积木任务从49.8%升至89.3%）。该方法无需额外训练或外部检查，仅通过内部规则自检实现，增强LLM规划可靠性。论文链接：arxiv.org/abs/2512.24103

🕒 13:33 | ❤️ 372 | 📝 177词 | 原文

👤 企业家 (@azed_ai)

简介: Stay up to date with the latest in AI and tech. Sharing practical tutorials on latest AI tools, AI video tools, AI coding apps, and more. DM open for collabs. | 影响力: 5.0万

“ Prompt share: Hand-forged metal figurine

Prompt:
A hand-forged metal figurine of a [subject], assembled from aged copper, bronze, and blackened steel, riveted joints and hammered texture visible. Sta… ”

摘要：“手工锻造的铜青铜黑钢雕像，带铆接纹理，立于粗石底座，暗背景蓝影，复古质感。”（30字）

🕒 19:01 | ❤️ 102 | 📝 64词 | 原文

👤 企业家 (@azed_ai)

简介: Stay up to date with the latest in AI and tech. Sharing practical tutorials on latest AI tools, AI video tools, AI coding apps, and more. DM open for collabs. | 影响力: 5.0万

“ Prompt shasre Seedance 1.5 Pro On @replicate

Wide aerial shot of two spaceships weaving through debris in space. Camera tracks aggressively. Laser blasts crack sharply, engines roar with deep vibrati… ”

摘要：摘要：太空飞船穿梭残骸，激光轰鸣，爆炸无声，科幻史诗镜头。

🕒 22:03 | ❤️ 86 | 📝 42词 | 原文

👤 Rohan Paul (@rohanpaul_ai)

“ Google’s Gemini API traffic reportedly doubled in 5 months

Internal Google data shows Gemini API calls count surged from ~35B in March 2025 to ~85B in August 2025;

Google says Gemini Enterprise has… ”

摘要：谷歌Gemini API流量5个月翻倍，企业订阅达800万，带动云服务增长。

🕒 04:00 | ❤️ 28 | 📝 87词 | 原文

👤 Rohan Paul (@rohanpaul_ai)

“ New @GoogleDeepMind paper shows that small activation probes can catch cyber misuse cheaply, and pairing them with LLM checks works best.

And it does so at 10,000x cheaper cost.

A probe is a tiny cl… ”

摘要：谷歌DeepMind研究显示，小激活探针能以极低成本（节省万倍）检测网络滥用，结合LLM检查效果最佳。该技术已应用于Gemini部署。

🕒 02:25 | ❤️ 41 | 📝 213词 | 原文

👤 Rohan Paul (@rohanpaul_ai)

“ OpenAI CFO Sarah Friar just published OpenAI Strategy and Growing Metrics.

Compute rose from 0.2GW in 2023 to 0.6GW in 2024 to ~1.9GW in 2025, about 3x each year.

Annual recurring revenue (ARR), ros… ”

摘要：OpenAI CFO公布战略：算力年增3倍，收入两年10倍；多供应商策略降成本，商业化模式多样；2026年聚焦智能代理与实用落地。

🕒 12:09 | ❤️ 21 | 📝 182词 | 原文

👤 AshutoshShrivastava (@ai_for_success)

简介: AI content and capital for builders of all levels

we dont tweet here – find me @bentossell | 影响力: 7.7万

“ Found this leading open-source version of Claude Cowork. It brings enterprise-level AI agent capabilities to your desktop with genuine tool integration.

– 400+ stars in 4 days
– The only repo that’s … ”

摘要：开源Claude Cowork桌面版：集成500+SaaS应用，支持多AI切换，全平台客户端，4天获400+星。

🕒 01:27 | ❤️ 81 | 📝 58词 | 原文

👤 Pierrick Chevallier | IA (@charaspowerai)

简介: AI VFX Artist & Photoshop Editor for House of David Saison 2 for Amazon | AI Artist & Formateur \uD83D\uDE80 | #AdobeFireflyAmbassadors | 影响力: 4.8万

“ PromptShare
Tracking Shot with ##klingai

PROMPT
Medium tracking shot: The camera moves alongside a runaway car speeding through a dense forest, skidding around tight corners and narrowly avoiding ma… ”

摘要：摘要：跟拍失控汽车疾驰森林，急转弯避树，擦石溅火花，后扬碎片。

🕒 23:30 | ❤️ 46 | 📝 43词 | 原文

👤 Alex Prompter (@alex_prompter)

简介: Frontier AI in your hands. https://t.co/VdyEwpQsiy Apps: https://t.co/1vZA5XdBYo https://t.co/rj5G4u5sHu | 影响力: 7.4万

“ You don’t need VC money to build a billion-dollar company.

Andrew Filev raised just $27M total. VCs ignored him for 6 years.

“No-name dude with an accent.” No Stanford. No Google pedigree.

He boots… ”

摘要：无需风投，Andrew Filev仅融资2700万美元，6年无人问津，仍将Wrike打造至22.5亿美元出售。

🕒 22:23 | ❤️ 23 | 📝 45词 | 原文

👤 Rohan Paul (@rohanpaul_ai)

“ “There is not a problem that we can think of that you won’t be able to solve with AI. From cancer to transportation to massive fraud in the US…

We reinvented the computer, and the new computer is fa… ”

摘要：摘要：AI能解决所有问题，新型计算机远超传统。（来源：a16z创始人访谈）

🕒 09:10 | ❤️ 81 | 📝 88词 | 原文

👤 fofr (@fofrai)

简介: Head of Engineering @ growth-stage AI company. Scaling models and teams toward AGI. Notes and thoughts along the way. | 影响力: 5.3万

“ Here’s a prompt I’ve been back and forth on to get consistency with Nano Banana Pro. It turns any given image into an early 2000s video game render.

Prompt in

– Low poly, low res textures
– Distant… ”

摘要：摘要：将图像转为2000年代早期游戏风格，含低多边形、低分辨率纹理、远景简化雾化，避免像素和体素，基于Maya 4.0渲染。

🕒 22:00 | ❤️ 36 | 📝 54词 | 原文

👤 Hayes (@hayesdev_)

简介: Head of Engineering @ growth-stage AI company. Scaling models and teams toward AGI. Notes and thoughts along the way. | 影响力: 11.4万

“ Forget the $100,000 startup playbook.

In a recent interview, an xAI engineer showed how they scaled a billion-dollar infrastructure in just 122 days.

That approach is now powering Elon’s AI moonshot… ”

摘要：“xAI工程师揭秘122天打造10亿基础设施，助力马斯克AI项目。”（29字）

🕒 18:47 | ❤️ 58 | 📝 39词 | 原文

👤 Abhishek (@heyabhishek)