宝玉@dotey · 6月6日72

Codex 里面可以 Review 代码的修改（比如选择Last turn就是上一次 AI 更改的），然后可以对部分内容进行评论，评论的内容会直接附加在左侧的会话内，提交就可以作为上下文发给 Agent，让它对评论处理

译Codex 现在支持审查代码修改，可选择“Last turn”查看上一次 AI 更改的内容，并对部分代码进行评论。评论会直接附加在左侧会话中，提交后作为上下文发送给 Agent，使其能针对评论进行处理。

Greg Brockman@gdb · 6月6日72

email integration with chatgpt

译ChatGPT 网页端现在支持直接从写作块中发送邮件，无需离开对话。主推文作者表示这是与 ChatGPT 的邮件集成。

OpenAI Developers@OpenAIDevs · 6月6日32

Your Codex profile share card now matches your theme and includes any custom pet you’ve selected.

译你的 Codex 个人资料分享卡现在会匹配你的主题，并包含你选择的任何自定义宠物。

ginobefun@hongming731 · 6月6日60

这个有意思

译今天 Y Combinator 发布了 Paxel：一款免费工具，可分析你的 Claude、Codex 和 Cursor 编码会话，并为你生成一份如何用 AI 构建的画像。 它在 Docker 中本地运行，你的代码永远不会离开你的机器。 试用地址：http://paxel.ycombinator.com 洪明评论说：“这个有意思。”

Boris Cherny@bcherny · 6月6日44

We doubled Claude Cowork usage limits for the next month. This applies to your 5-hr rate limits. If you’ve been saving up a big messy project, now’s the time.

译我们将 Claude Cowork 的使用额度在下个月翻倍。这适用于你的 5 小时速率限制。如果你一直在积攒一个庞大混乱的项目，现在是时候了。

Berryxia.AI@berryxia · 6月6日74

我去！ Chat GPT 直接可以在对话中发送邮件了，真是方便啊！

Claude@claudeai · 6月6日56

We've doubled usage limits in Claude Cowork for the next month. Delegate bigger, more complex tasks to Claude.

译我们将下个月 Claude Cowork 的使用限额翻倍。 将更大、更复杂的任务委托给 Claude。

NotebookLM@NotebookLM · 6月6日31

Ok, it’s probably about time we changed the game. Stay tuned 👀

译好吧，大概是时候我们改变游戏规则了。 敬请期待👀

🚨 AI News | TestingCatalog@testingcatalog · 6月6日64

OPENAI 🔥: ChatGPT now can send emails directly from the conversation! AI will wrap whole Internet 👀

译OPENAI 🔥：ChatGPT 现在可以直接从对话中发送电子邮件！AI 将包裹整个互联网 👀

Tibo@thsottiaux · 6月6日64

Codex papercuts 📉 Codex adoption 📈

译今天 Codex 的生活质量更新从设置开始。你现在可以搜索 Codex 设置，结果按类别分组，无需浏览每个部分即可找到要更改的内容——这使设置和自定义更加便捷。Codex 小修补 📉，Codex 采用率 📈。

OpenAI Developers@OpenAIDevs · 6月6日58

Today’s Codex quality-of-life updates start in settings. You can now search Codex settings, with results grouped by category, so you can find what you want to change without scanning every section – this makes setup and customization easier.

译今日的 Codex 生活质量更新从设置开始。 现在你可以搜索 Codex 设置，结果按类别分组，这样无需逐节浏览就能找到想要更改的项——这使设置和自定义更加便捷。

Perplexity@perplexity_ai · 6月6日69

Nemotron 3 Ultra is now available for Pro and Max subscribers on Perplexity and Computer. It's @nvidia's new open model built for long-running agents.

译Nemotron 3 Ultra 现已面向 Perplexity 和 Computer 上的 Pro 和 Max 订阅用户开放。 这是@nvidia 为长期运行的智能体打造的全新开源模型。

Tibo@thsottiaux · 6月6日77

Better memory = Shorter prompts = More utility per token

译更好的记忆 = 更短的提示词 = 每个token更高效用

🚨 AI News | TestingCatalog@testingcatalog · 6月6日56

MICROSOFT 🔥: Early look at Microsoft Scout Agent for Microsoft Frontier users. Scout agent is designed for work use cases and was recently revealed at Microsoft Build 2026. Features 👀 > Models from OpenAI and Anthropic, including GPT-5.5 and Claude Opus 4.7 > Multi-step automations with support for browser use. > Co-Create, an open canvas where users can collaborate with AI and export outputs as documents. > Deep integration with Microsoft Teams > Daily Briefing that summarises work context across connected services. > Skills support, document generation, coding capabilities, and all that. > Both macOS and Windows apps are available. It would be quite a decent tool for Windows users! Yet, it is only for Frontier. Looking forward to testing their super app too.

译微软在Microsoft Build 2026上为Frontier用户推出Scout Agent工作用AI智能体。该Agent可调用OpenAI和Anthropic模型（包括GPT-5.5和Claude Opus 4.7），支持多步骤自动化（含浏览器操作）、Co-Create协作画布（可导出文档）、深度集成Teams、每日简报跨服务汇总工作上下文，以及技能、文档生成和编码能力。目前提供macOS和Windows应用，但仅限Frontier用户使用。

宝玉@dotey · 6月6日65

Cursor 也支持在浏览器端标记 UI 了，这样修改 UI 起来就方便多了

Michael Truell@mntruell · 6月6日80

Working with agents should feel like working with a colleague. You should be able “speak to” them not just with text chats, but by gesturing at a screen together, talking live, etc.

译与 AI 智能体协作应感觉像与同事协作一样。你应能“与它们交谈”——不仅通过文本聊天，还能一起对着屏幕做手势、实时对话等。

OpenRouter@OpenRouter · 6月6日71

Live on OpenRouter: Riverflow 2.5 from @riverflow_ai The first image model with an independent scoring rubric you control to guide its thinking and editing, with controllable reasoning effort to trade speed for quality. Free until Tuesday June 9. Fast and Pro below 🧵

译Live on OpenRouter: Riverflow 2.5 来自 @riverflow_ai 首个拥有独立评分标准的图像模型，你可以控制该标准来引导其思考与编辑，并可通过调节推理投入在速度与质量之间权衡。 免费至6月9日周二。Fast 与 Pro 见下方🧵

Replit ⠕@Replit · 6月6日34

Luca built Grid to centralize 12 different Google Drives into one hub. With Replit, he turned a prompt into an AI-powered employee hub in just 10 minutes. Now, team members can ask about anything from seating charts to expense policies. Always Be Building.

译Luca 构建了 Grid，将 12 个不同的 Google Drive 集中到一个中心。 借助 Replit，他只需 10 分钟就将一个提示词变成了 AI 驱动的员工中心。现在，团队成员可以询问从座位图到费用政策的任何问题。 Always Be Building.

Google AI@GoogleAI · 6月6日78

Here’s this week’s shipping recap 👇 — Nano Banana 2 & Nano Banana Pro are now GA and available via the Gemini Enterprise Agent Platform, Gemini API, and in @GoogleAIStudio —Co-Scientist, our new multi-agent system for structured scientific thinking, generates and refines novel hypotheses to solve complex scientific problems — dreambeans from @GoogleLabs works overnight to curate a personalized daily collection of topics that are relevant to you based on your connected Google apps — @GoogleGemma 4 12B, our unified encoder-free model, brings powerful multimodal intelligence straight to your laptop fully offline — Gemma 4 models and their drafters are now optimized with Quantization-Aware Training (QAT) to cut memory requirements and maximize on-device performance — @GoogleMagenta RealTime 2 is our open-weights live music model that you can play like an instrument using a MIDI keyboard, text prompts, and gestures

译Google AI 本周发布多项更新：Nano Banana 2 及 Pro 正式 GA，可通过 Gemini Enterprise Agent Platform、Gemini API 和 Google AI Studio 获取；Co-Scientist 多智能体系统面向科研自动生成优化新假设；Google Labs 推出 dreambeans，根据用户 Google 应用数据每日生成个性化话题集；Gemma 4 12B 统一无编码器多模态模型可完全离线运行于笔记本；Gemma 4 系列及草稿模型引入 QAT 降低内存需求；Google Magenta RealTime 2 开源实时音乐模型，支持 MIDI 键盘、文本提示和手势演奏。

ChatGPT@ChatGPTapp · 6月6日68

Draft it. Tweak it. Send it. You can now send emails directly from writing blocks in ChatGPT on the web, without leaving the conversation.

译草拟。调整。发送。 现在你可以在网页版 ChatGPT 中直接从写作块发送邮件，无需离开对话。

Replit ⠕@Replit · 6月6日68

Have you tried the new Replit Canvas? - Create beautiful UI designs with AI - Generate assets with GPT-Image 2 & Seedance - Turn your designs into launch-ready apps in minutes

译你试过新的 Replit Canvas 了吗？ - 用 AI 创建美观的 UI 设计 - 使用 GPT-Image 2 & Seedance 生成素材 - 几分钟内将你的设计转化为可发布的应用

Google Gemini@GeminiApp · 6月6日81

You can now create and edit images directly in Gemini Live. Whether testing out room decor, getting help with math, or creating shareable memes, it all happens in real-time. Just open the Gemini app, tap the Live button, share your camera, and tell Gemini what you want to see.

译你现可直接在 Gemini Live 中创建和编辑图像。 无论是测试房间装饰、解决数学问题，还是制作可分享的梗图，所有操作都实时完成。 只需打开 Gemini 应用，点击 Live 按钮，共享摄像头，告诉 Gemini 你想看到的。

Replit ⠕@Replit · 6月6日67

Shopify on Replit + the new SEO Agent https://x.com/i/broadcasts/1kJzDDopENZKv

译Replit 上的 Shopify 与新的 SEO Agent

ViggleAI@ViggleAI · 6月5日65

Mocap shouldn't require a suit, a studio, or thousands of dollars. With @Viggle_PINOC, anyone can simply film themselves and turn that video into motion capture. We're still in beta and completely free to use, for everyone. Give it a try and let us know what you'd like to see next!

译Mocap 不需要套装、工作室或数千美元。 使用 @Viggle_PINOC，任何人都可以简单地拍摄自己，并将该视频转换为动作捕捉。 我们仍处于测试阶段，且对所有人完全免费。试试看，告诉我们你还想看什么！

Runway@runwayml · 6月5日59

50 Crowns. A fully AI-generated in-game cinematic following two bounty hunters on the road. Created with Runway in less than a week by just one person. If you have an idea, you can make it.

译50 Crowns。一部完全由AI生成、讲述两名赏金猎人旅途的游戏内电影。 由单人使用Runway在不到一周内制作完成。如果你有想法，你就能实现它。

Rohan Paul@rohanpaul_ai · 6月5日62

Tencent WorkBuddy is now becoming China’s #1 PC-based productivity AI agent. Tell it what you need, then it reads files, calls tools, writes reports, builds decks, analyzes data, uses 100+ expert roles. Connects to GitHub, Jira, Notion, Gmail, Google Drive, Slack and more through MCP, runs tasks in a sandbox, and can even be controlled from Slack, Telegram, Discord, or WeChat when you are away from your desk. WorkBuddy breaks a big task into smaller jobs, picks the right skills or connected apps for each job, and for complex work it can use Expert Teams where multiple specialized sub-agents work in parallel while 1 lead agent coordinates the final output. So if you ask for a report, it is not just generating text. It can read the file, send the data-analysis part to an analyst-style expert, send the writing part to another expert, use connectors like Google Drive or Gmail if needed, and then combine everything into a finished file. 👋 Here are a few practical use cases you can do immediately with it. - Read PDFs, images, and documents, then organizes the extracted content. - Create reports, proposals, manuals, and presentations from raw material. - Analyze spreadsheets, finds trends, and turns data into charts. - Create platform-ready posts, scripts, articles, and content ideas. - Automatically research news and sends scheduled summaries to your channels. - Run desktop tasks from Slack on your phone. Manage Calendar and Drive tasks directly through conversation. - Build working apps without needing you to code. - Turn repeated workflows into reusable WorkBuddy skills. For my own workflow, I installed Tavily AI Search because I post a lot about research papers on X. And paper content needs outside context: project pages, GitHub repos, author links, related papers, previous methods, and the reason a paper is worth posting about. @TencentAI_News

译腾讯WorkBuddy成为国内排名第一的PC端生产力AI智能体。它可读取文件、调用工具、撰写报告、制作演示文稿、分析数据，支持100+专家角色。通过MCP连接GitHub、Jira、Notion、Gmail、Google Drive、Slack等，在沙箱中运行任务，并可通过Slack、Telegram、Discord、微信远程控制。WorkBuddy将大任务分解为小任务，为复杂工作启用专家团队：多个专业子智能体并行工作，一个主导智能体协调最终输出。用例包括阅读PDF/图片、创建报告、分析电子表格、生成内容、自动研究新闻并发送定时摘要、从手机运行桌面任务、无需编码构建应用等。

OpenBMB@OpenBMB · 6月5日66

A developer in our community recently built AccountingLLM (http://quaesto.com/) using MiniCPM-V 4.6 to automate financial document analysis. You can upload IPO prospectuses, annual reports, or audit filings. It automatically: 📄 Extract financial tables from complex PDFs 🔗 Reconstruct tables split across pages 🔢 Check key figures against accounting equations ⚠️ Flag suspicious entries for human review The developer already turned this into a commercial service — it's not just a demo, it's an actual product people can use.👇

译社区开发者使用面壁智能MiniCPM-V 4.6构建了AccountingLLM（quaesto.com），用于自动化财务文档分析。该工具可上传IPO招股书、年报或审计文件，自动从复杂PDF中提取财务表格、重建跨页表格、对照会计等式检查关键数据，并标记可疑条目供人工审核。开发者已将其商业化，成为实际可用的产品。

PixVerse@PixVerse_ · 6月5日46

A derelict luxury star-liner. Five Gen-Z scavengers. One AI that just woke up. Space Urbex — PixVerse Originals S1. Neon Salvage Gothic. @michaelheina (PixVerse day-one partner) built a five-person ensemble on PixVerse V6. Match-cut action. Locked character consistency across every shot. RT+Follow+Reply "Originals" = 150 Creds & Full Film in DMs (72H ONLY)

译一艘废弃的豪华星级客轮。 五位 Z 世代拾荒者。一个刚苏醒的 AI。太空废墟探险——PixVerse Originals 第一季。霓虹废土哥特风。 @michaelheina（PixVerse 首日合作伙伴）使用 PixVerse V6 打造了一个五人团体。 匹配剪辑动作。每帧角色一致性锁定。 转发+关注+回复“Originals”= 150 Credits 及私信完整影片（仅限 72 小时）

Rohan Paul@rohanpaul_ai · 6月5日72

Anthropic just disclosed that Claude now writes more than 80% of the production code it merges. Before Claude Code reached research preview in 02-25, Claude wrote only low-single-digit merged code, while output per engineer has since risen to 8x the 2024 baseline. The shift comes from agents that edit files, run tests, inspect failures, spawn helper agents, and keep working across longer tasks instead of only suggesting snippets. Anthropic says reliable task length is doubling about every 4 months, with Mythos Preview reaching at least 16 hours and open-ended Claude Code success hitting 76%. i.e. Claude Mythos Preview could stay useful on a task that would take a skilled human roughly 16 hours of work Claude also moved from a 3x training-code speedup to 52x, while a skilled human reached about 4x in 4 to 8 hours on the same setup. The remaining human edge is research judgment: choosing the right problem, trusting the right result, and knowing when an experiment is dead.

译Anthropic 披露，Claude 现已编写超过80%的合并生产代码。2025年2月 Claude Code 研究预览前，该比例仅有个位数，而工程师产出升至2024年基线的8倍。智能体可编辑文件、运行测试、检查失败、生成辅助智能体并在长任务中持续工作。可靠任务长度约每4个月翻倍，Mythos Preview 达至少16小时，开放式 Claude Code 成功率达76%。Claude 训练代码加速从3倍升至52倍，有经验工程师在相同设置下4-8小时仅约4倍。人类剩余优势在于研究判断。

🚨 AI News | TestingCatalog@testingcatalog · 6月5日66

OpenSquilla released MetaSkill, a self-organizing skill protocol that teaches an open-source AI agent how to discover, filter, and compose its own atomic skills rather than relying on hand-written workflows. The framework relies on intelligent model routing, sending simpler tasks to lower-cost models while reserving stronger models for heavier workloads, aimed at reducing costs without sacrificing performance. #sayitbuildit @OpenSquilla

译OpenSquilla 发布了 MetaSkill，一个自组织技能协议，它教会开源 AI 智能体如何自行发现、过滤和组合原子技能，而非依赖手工编写的工作流。 该框架依赖智能模型路由，将更简单的任务发送给低成本模型，同时将更强模型留给更重的工作负载，旨在不牺牲性能的情况下降低成本。 #sayitbuildit @OpenSquilla

Chubby♨️@kimmonismus · 6月5日50

Claude Mythos is next level. h/t @Lentils80 Look at this MacOS output. One shotted.

译Claude Mythos 是下一级别。感谢 @Lentils80 看这个 MacOS 输出。一次搞定。

小互@xiaohu · 6月5日64

最近 AI 工具似乎已开始从 Coding 开发 转向 Working 办公了😁 Kimi 刚刚发了一个新东西： Kimi Work 继承了Kimi Code的核心功能和 Kimi Agent 的建站、PPT 等专业 Skills 能力 同时还打通了金融、科研、法律等专业数据库 为打工人士量身打造... 最多可同时调度 300 个Agent互相配合完成任务... 下面是我的测试结果... 不再需要打开终端、写命令、配置环境，安装客户端即可 只需要通过文字描述你的需求，Kimi Work 就能在电脑上拆解任务、并行执行、调用工具、使用浏览器、创建整理文件夹，并交付文档、表格、PPT 等

译Kimi 推出新工具 Kimi Work，继承 Kimi Code 核心功能和 Kimi Agent 的建站、PPT 等专业 Skills，并打通金融、科研、法律等专业数据库。用户无需终端或命令行，安装客户端后通过文字描述需求即可让系统拆解任务、并行执行、调用工具、使用浏览器、整理文件夹，最终交付文档、表格、PPT 等成果。最多可同时调度 300 个 Agent 互相配合完成任务。

MiniMax (official)@MiniMax_AI · 6月5日67

Excited to bring M3 to more developers through @dgrid_ai 🤝 Frontier coding, native multimodality, and 1M-token context — now available on DGrid.

译MiniMax M3现已在去中心化AI网关DGrid上线，提供1M token上下文窗口、原生多模态能力和前沿编码性能，面向下一代AI应用与自主智能体。开发者可通过dgrid.ai使用，并在6月7日前享50%折扣。DGrid表示将借助其基础设施让M3更易被开发者和智能体调用，推动MiniMax模型在生态中的广泛采用。

Chubby♨️@kimmonismus · 6月5日26

Living in the EU be like: (hey @Google , any ETA for us living in the EU?)

译我们正推出 Search profiles，一种让发布者和创作者塑造其在搜索中形象的新方式。Search profiles 是一个专用的、可分享的空间，用于突出社交媒体、视频和新闻平台上的内容，帮助受众在搜索中找到关于来源的准确、最新信息。（欧盟用户：@Google，有没有上线时间表？）

Berryxia.AI@berryxia · 6月5日60

Locally AI 被 LM Studio 纳入麾下后，就退出移动手机版的客户端。 果然速度很AI，可以手机端更好跑本地大模型。 但是，目前其实这个场景我觉得还是没有真的挖掘出来或者说没有很好的支持用户的需求。

Elon Musk@elonmusk · 6月5日64

Grok Build updates

译xAI 发布 Grok Build 0.2.20 更新，修复多项 Bug 并新增工具。修复包括：消除 Markdown 表格渲染中的鬼影单元格、使监控对模型可见且可终止、保留计划预览中的软换行、修复 image_edit 中的附件引用、优化 MCP 生命周期通知路由和鼠标滚轮滚动、改进压缩提示与去重子代理提醒、允许回滚时自动降级、修复 Windows 上本地 stdio MCP 服务器问题。新增 image_to_video 和 reference_to_video 工具，捆绑 imagine 技能，支持 ICO 转 PNG，以及 Search 和 ListDir 块按 Enter 打开全屏查看器。

Elon Musk@elonmusk · 6月5日66

Grok supports worktrees

译Grok 现已支持 worktrees。worktrees 是代码仓库的轻量级副本，允许在独立工作区中并行运行 AI 智能体，可通过主页或 `grok -w` 使用。

小互@xiaohu · 6月5日17

兄弟们，福利来了 宝玉老师 @dotey 不是写了一本新书《图解Skill》嘛 非常不错，我的很多技能也是和宝玉老师学习的 本质分享开源的思想，今天开始我也将陆续分享一些我自己使用的技能🤓 技能稍后发出，先搞10本宝玉的《图解Skill》送给大家。 木有乱七八糟的的条件转发本推即可，周一抽10位... 送出...

译博主小互推荐宝玉老师新书《图解Skill》，称其技能多得益于宝玉老师。本书秉持开源分享理念，博主将陆续分享自己使用的技能。为回馈关注，现转发本推文即可参与抽奖，共送出10本《图解Skill》，下周一开奖。

PixVerse@PixVerse_ · 6月5日32

This made my day. Awesome!🔥

译今天用 PixVerse 的 Seedance 2.0 试用了 Canvas 功能，从故事板到视频可以一贯制作。网友感叹太棒了🔥

Alibaba Cloud@alibaba_cloud · 6月5日65

SkillClaw × Nacos: The Agent Skill Evolution Loop 🔄 Key Highlights: • Auto-Extraction: Captures experience from real sessions into reusable Skills • Centralized Governance: Nacos handles versioning, review, and auditing • Team Sharing: Breaks local silos for secure distribution & reuse • Continuous Evolution: A complete "Generate-Govern-Distribute" pipeline Turn individual insights into shared team AI assets. Learn more: https://int.alibabacloud.com/m/1000414076/ #AIAgents #Nacos #SkillClaw #DevOps #LLM

译阿里云推出SkillClaw与Nacos结合，构建AI智能体技能进化流水线。关键特性：自动从真实对话中提取经验并封装为可复用技能（Skill）；Nacos负责集中化版本管理、审核与审计；打破本地孤岛，实现团队安全共享与分发；形成完整的"生成-治理-分发"持续进化闭环。目标是将个人洞察转化为团队的AI资产。