今日必看

Serving GLM-5.3 at 607.8 tok/s across two Nvidia DGX stations with vLLM

Upcoming deprecation of selected GitHub Copilot models in December

We will deprecate the following models across all GitHub Copilot experiences (including Copilot Chat, inline edits, ask and agent modes, and code completions) on December 14, 2026: Model Deprecation date Suggested alternative Claude Fable 5 2026-12-14 Claude Fable 5.2 Claude Haik

白菜 GPT - 依托七牛云的高速大模型 API 接入平台与谛听 AI 效率生态

📌 一句话摘要 白菜 GPT 是一个基于七牛云的大模型 API 接入平台，汇聚 50+ 主流 AI 模型，提供透明按量计费、毫秒级响应的服务，并联动谛听 AI 构建开发者提效生态。 📝 详细摘要 本文介绍了白菜 GPT 平台，它依托七牛云的稳定基础设施，提供全球 50+ 主流大模型的 API 接入服务。平台采用 1:1 透明定价，支持 DeepSeek、月之暗面、智谱 AI、阿里通义、MiniMax 等 5 款旗舰语言与推理模型，按量计费且毫秒级响应，国内直连无需代理。企业认证用户可获 300 万 Tokens 免费包，并可叠加至 1500 万 Toke

Gemini 4 Hydrogen in GitHub Copilot

Gemini 4 Hydrogen, Google’s latest Flash model, is now generally available in GitHub Copilot. It is designed for fast, efficient agentic coding, tool use, and multistep workflows, with improved instruction following over Gemini 3.8 Flash. This model is billed at provider list pri

Advancing science & engineering with Antigravity’s /teamwork

Education Innovation

Run Native DLA Inference in Python on NVIDIA Jetson AGX Orin Using cuDLA

AI applications at the edge often need to run multiple neural networks within limited compute and power budgets. NVIDIA Deep Learning Accelerator (DLA) platforms provide dedicated hardware for deep learning inference. On NVIDIA Jetson AGX Orin, DLA executes supported neural netwo

Introducing ChatGPT Wallet

Introducing ChatGPT Wallet, a secure way for agents in ChatGPT Work, Codex, and dots to complete purchases with user approval and existing card protections.

大肥鱼与小豆包热度解析与 AI 视频复刻实践

📌 一句话摘要 作者围绕大肥鱼和小豆包的热度，分享了 AI 工具复刻舞蹈短视频的完整流程。 📝 详细摘要 作者提到大肥鱼和小豆包的热度很高，随后分享了如何使用 AI 工具复刻舞蹈视频的步骤，包括准备白模素材、生成角色图片、使用 YouArt Desktop 和 Claude 梳理提示词、调用 Seedance2.5 生成视频等。 💡 主要观点 大肥鱼和小豆包热度高引发 AI 复刻需求 作者指出这两款角色因其可爱形象在网上广受欢迎，形成二次创作成热势。 介绍 AI 视频复刻完整技术流程 作者详细描述了四步法：准备白模视频、生成角色图片、使用 YouArt

Claude Duet 向美国等待名单上的 Pro、Max 和 Ultra 订阅者发出全部邀请

Anthropic 的 Claude Duet 更新：截至昨日在等待名单上的全部美国 Pro、Max 和 Ultra 订阅者均已收到邀请，等待名单入口为 https://claude.com/product/claude-duet。研究预览附带限额重置，Pro 为 3 次，Max 和 Ultra 为 1 次；官方计划很快向美国以外更多国家开放，并继续征集反馈。 🔗 阅读原文 via AIHOT · https://aihot.news/items/ajfypca37l5knyrnij49v5ofz

Build a Robot Pick-and-Place Simulation with SimReady Assets

XYBench: Helping with the problem behind the question

Claude asked to renumber pages deletes professor's syllabus, year of notes

FreeFlow Dictation

On-device Mac dictation with a Claude Code voice hook Discussion | Link

Adapt Human Motion for Robots with NVIDIA SOMA Retargeter

Human motion offers roboticists a great starting point for teaching humanoid robots how to move. A human demonstration captures the coordination and timing behind natural movement, from everyday actions to complex tasks. But a robot cannot simply copy the same joint motion from a

Burnstate

Claude Code, Codex & Cursor limits, paced in your menu bar Discussion | Link

🤖 AI Agents Weekly: Claude Fable 5.2, Gemini 4 Hydrogen, RIME, AlphaProof Code, Singularity-Bench, CoT Monitorability, Muse Ember, and More

In today’s issue: Anthropic ships Claude Fable 5.2 Google launches Gemini 4 Hydrogen CMU trains agents to write memories AlphaProof Code verifies Signal’s code Singularity-Bench tests agents building AI OpenAI tracks CoT monitorability decline Meta releases Muse Ember Gemini Deci

GitHub Actions 锁文件功能正式可用，保障工作流依赖安全

Lovable apps expose passport details and more than 200K private messages

Will we put data centers in space?

Building strong safety evaluations

Recommendations for designing, running, and reporting safety evaluations, based on our own experiences.

How Amplitude ships product improvements in 1–2 days with OpenAI

Built primarily on OpenAI models, Amplitude’s proactive product agent, Wave, identifies what to build, helps teams ship changes with coding agents, and measures the impact.

Pleading with the non-engineers (or less experienced ones) using Claude Code and complaining about the models deteriorating...

I've been a software engineer and then tech lead for 15 years before AI came around, and I've been using coding agents pretty consistently since beginning of this year or since the release of Opus 4.6 roughly. During that time my experience has been that they can solve any straig

Runway's open-source Praxis-1 turns video AI into a robot controller

Runway releases its robotics model Praxis-1 with open weights and source code under the Apache 2.0 license. The model uses knowledge from video training for robot control and leads the World Action Model category on Nvidia's RoboLab-120 benchmark. It can't yet plan complex action

Terminal borders that don't cost a cell

Last Week (Month) in AI #347 - Nvidia's spy, Anthropic's $1.4T IPO, AI's blue wave

Note from Andrey: yes, once gain i’ve gone on a surprise hiatus… as usual, apologies, expect this newsletter to for real resume weekly cadence for the forseeable future (unless disaster strikes, i’ll make it happen). That being said, this edition will cover stories from over the

Amazon turns Ring cameras into robots

PLUS: SoftBank backs $8.5B German humanoid

早报｜苹果支持社区将关停/曝英伟达董事会考虑罢免黄仁勋/余承东官宣华为子品牌OSTA星芒

苹果支持社区将于 11 月 20 日永久关闭 再曝婚外情，曝英伟达董事会考虑罢免黄仁勋 余承东官宣华为子品牌 OSTA 星芒，11 月 20 日首秀 曝字节计划推出「中国版 Muse」 小米澎程首个完整交付月，两款车零售合计超 2.7 万辆 张雪机车第 10 万台整车在重庆下线 腾讯入局搜索，网页端元宝搜索上线 曝 Anthropic 承销商考虑上调 IPO 发行价 我国算力总规模达 310 万 PFLOPS，全国数标委成立具身智能数据标准起草组 字节 AI 芯片负责人被曝提出离职，团队正研发下一代芯片 北京印发具身智能机器人三年行动方案，提出上市一对一

Pinecone integrated embedding now supports Google's Gemini Embedding 2

Pinecone integrated embedding now supports Google's Gemini Embedding 2

字节Seedream 5.5 实测，GPT Image 2.6 都包浆了，它一点不崩，这模型有点顶！

昨天看到小互、宝玉等朋友评测 Seedream 5.5 ，都提到多轮编辑稳定性超牛逼。 今天 X 刷到个对比测试视频，才发现是真强！ 对比的是 GPT Image 2.5和2.6，每次生图基于上一张，预测下一秒样子，迭代100 轮。 没想刚过 10 轮，Image 2.5 和 2.6 生图已经开始包浆了... Seedream 5.5 只有手表走秒，其他画面一点没动，看下面视频，更直观。 您的浏览器不支持视频播放 小互的测试也很直观，GPT Image 给模特换装，也是 10 轮后脸就开始崩坏。 而 Seedream 5.5 在几十轮编辑后，人物主体形象

Fable 5.2 and Jagged AGI

Before getting started, I wanted to thank my readers for making my new book, Co-Existence, a New York Times bestseller two weeks in a row. If you haven’t read it, you can get a copy here . I have had the chance to use the new Claude Fable 5.2 quite a bit before its public launch

parse_number() as a SQLite extension: C vs Rust

Research: parse_number() as a SQLite extension: C vs Rust I was out walking the dog when I got curious about how easy/difficult it would be to write a SQLite C extension that adds a parse_number() function for turning strings like -$1,234.56 or '12.5%' into numeric values that co