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2026-09-17 16 builders · 33 tweets · 0 podcasts · 1 blogs

🔥 热点话题

Claude 合并 Cowork 与聊天,新增 Docs、Slides、DesignClaude Merges Cowork and Chat with New Docs, Slides, Design

Claude Blog: Claude Cowork and chat are now one Claude。从今天起,Claude Cowork 与聊天合并成一个 Claude。你可以提简单问题,也可以直接把中午要交的报告交给它,即使合上电脑它也能继续工作。正在向 Pro 和 Max 计划逐步推送。同时推出 Claude Docs、Claude Slides,Claude Design 也直接集成进对话。要文档就一起写,要演示就直接出幻灯片,可在线编辑、直接演示或导出 PowerPoint/PDF。三者目前在付费计划 beta。用户反馈过去要在不同产品间切换很烦,现在 Claude 会根据提示自动判断是快速回答还是深度 agent 工作。引用用户:"I could have Claude pull up [my legal research database], and it would pull all the cases, read them, figure out which other cases I might need, download them, and store them in a folder for my personal review." - Andrew Keller。

Claude Code @anthropicai 的 Boris Cherny 表示,Claude Code 证明 AI 能做真正工作,开发者把功能交给它就能拿到可上线代码;Cowork 让知识工作者同样做到。现在聊天与 Cowork 合并成一个 Claude,跨场景携带上下文,简单却强大。他也强调 Claude Docs、Slides、Design 直接出现在对话里,无需切换工具。

claude code + cowork @anthropicai 的 Cat Wu 宣布合并,Claude 会根据提示自动路由任务深度与输出类型,用户全程可控。Research @AnthropicAI 的 Alex Albert 称合并后的 UX 远超单独使用 chat 或 Cowork,新集成效果出色。Claude 官方账号同步说明细节,并提供更多信息链接。Every CEO Dan Shipper 高呼「标签页时代终结了」。
Claude Blog: Claude Cowork and chat are now one Claude. Starting today, Claude Cowork and chat merge into one Claude. Bring a quick question or hand over a report due at noon, and Claude takes it from there even after you close your laptop. Rolling out on Pro and Max plans over the next few weeks. Claude Docs and Claude Slides are new, and Claude Design now works inside conversations. Ask for a document and you write it together; ask for a presentation and Claude drafts the slides. Edit directly, present from Claude, or export as PowerPoint or PDF. All three in beta on paid plans. Users said the frustrating part was deciding where a task belonged and context not carrying over. Claude now figures out what a task needs. Quote: "I could have Claude pull up [my legal research database], and it would pull all the cases, read them, figure out which other cases I might need, download them, and store them in a folder for my personal review." - Andrew Keller, Senior Economist.

Claude Code at Anthropic Boris Cherny notes Claude Code showed AI can do real work—developers hand over a feature and get shipped code. Cowork did the same for knowledge workers. Today chat and Cowork merge into one Claude that carries context across everything. Claude Docs, Slides, and Design live directly in every conversation—no separate tools.

Cat Wu (Claude Code + Cowork at Anthropic) announces the merge: Claude routes based on the prompt for quick answers or deeper agentic work while users stay in control. Alex Albert (Research at Anthropic) says the resulting UX feels far better than chat or Cowork alone, and the new integrations work very well. Official Claude account details continuity of Cowork work and beta availability. Every CEO Dan Shipper declares the end of the tabs era.
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OpenAI 相关动态:Astra 与发布延迟OpenAI Updates: Astra and Launch Delay

Codex & ChatGPT @OpenAI 的 Thibault Sottiaux 发布关于 Astra 的推文:Fast、Frontier、Efficient、For everyone。他同时引用 Sam Altman 的帖子称「有时物理规律无法被欺骗」。OpenAI CEO Sam Altman 表示本周最期待的发布将延至下周,但「值得等待」。
Thibault Sottiaux (Codex & ChatGPT at OpenAI) highlights Astra as Fast, Frontier, Efficient, and For everyone. He also quotes that sometimes physics can't be cheated. OpenAI CEO Sam Altman notes the main thing he was excited about launching this week will come next week instead, but in his view it is worth the wait.
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🛠️ 开发者工具与技巧

Peter Yang 用 8 个 AI skills 完成整个播客制作Peter Yang Runs Full Podcast Production with 8 AI Skills

Practical AI tutorials 创作者 Peter Yang 分享他用 8 个 AI skills 制作整个播客,同时保留自己的品味与判断。/podcast-prep 研究嘉宾并准备采访提纲;/podcast-edit 审阅原始转录并挑选精彩片段;/podcast-production 协调 5 个 skills 把完整集数变成 6 种资产。他认为最新模型并没有让 skills 过时,反而对精确执行编辑与浏览器指令至关重要。他提供了演示视频。
Peter Yang (Practical AI tutorials and interviews) explains how he uses 8 AI skills to produce his entire podcast while applying his own taste and judgment. /podcast-prep researches the guest and builds an interview guide. /podcast-edit reviews the raw transcript and helps select engaging quotes and cuts. /podcast-production orchestrates 5 skills to turn the full episode into 6 different assets. He argues the latest models have not made skills redundant—they remain indispensable for following specific edit and browser-use instructions. He links a demo video of all 8 skills.
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Thariq 谈 Claude Managed Agents 与工具设计Thariq on Claude Managed Agents and Tool Design

Claude Code @anthropicai 的 Thariq 认为 Claude Managed Agents 在沙箱可选性上取得了很好的平衡,沙箱可独立于 agent 循环启动。他最近把一个旧的 bash 工具调用项目移植到 CMA 后运行良好。他指出,现在可以直接给 Claude 按需塑造的工具,而不是用间接层去「骗」它;例如数据存储更可能需要数据库 API 而非文件系统。bash 不再是可靠工具调用的全部答案,但沙箱 + bash 对代码生成与执行仍然有用。
Thariq (Claude Code at Anthropic) believes Claude Managed Agents strikes the right balance—the sandbox is optional and can be spun up independently of the rest of the agent loop. He recently ported an old bash-tool-calling project to CMA and it worked well. Increasingly one can simply give Claude tools shaped the way one wants rather than adding a layer of indirection; for data storage an API to a database may be preferable to a file system. Bash is no longer all you need for reliable tool calling, though sandboxes plus bash remain good for code generation and execution.
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Guillermo Rauch 谈 typesafeai 与 Jev 的显著提升Guillermo Rauch on typesafeai and Jev Gains

Vercel CEO Guillermo Rauch 表示正在看到 typesafeai 的非凡结果。fx 默认模式为 auto,安全审查器会分析每条命令,目前运行在 GPT Luna 上。Jev 在 p95 上快了 18 倍且更准确,即将进入 Vercel AI Gateway,并可能成为新默认。
Vercel CEO Guillermo Rauch reports extraordinary results from typesafeai. Default mode in fx is auto, with a safety reviewer analyzing every command. That reviewer runs on GPT Luna today. Jev is up to 18x faster (p95) and more accurate. It is coming to Vercel AI Gateway and likely the new default.
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🌍 其他动态

Aaron Levie 看好超低成本高速 AI 在企业工作流中的潜力Aaron Levie on Ultra-Fast Low-Cost AI for Enterprise Workflows

Box CEO Aaron Levie 表示,仍有整个宇宙的 AI 创新尚未进入大多数人视野。能以极低成本、极高速度处理信息并保持高能力,对企业任务意义重大:数据分类、工作流内路由决策、领域问题判断、安全或合规快速判定等,都是大量流程中的关键节点。这种模型与方法在企业 agentic 工作流中可能非常有用。
Box CEO Aaron Levie finds it incredibly exciting that entire universes of AI innovation still exist that were not even on most radars. Being able to process information insanely quickly at crazy low costs with high capability is huge for many enterprise tasks—data classification, routing decisions inside workflows, domain-specific judgment calls, quick safety or security assessments, and more. This model and approach could be quite cool in agentic workflows in the enterprise.
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Zara Zhang 批评 Claude 说话方式过于自我炫耀Zara Zhang Finds Claude’s Tone Increasingly Insufferable

Builder Zara Zhang 表示自己现在用 Claude 少了,因为它的说话方式变得让人难以忍受——总在展示自己有多聪明/精致,而不是真正把观点说清楚。
Builder Zara Zhang finds herself using Claude less because the way it speaks has become insufferable—constantly trying to showcase how smart or sophisticated it is rather than actually communicating a point.
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Madhu Guru:安全是 AI 产品与模型的内建特性Madhu Guru: Safety Is a Feature, Not an External Guardrail

Meta AI Sr Director Madhu Guru(前 Google,曾负责 Gemini、Veo 等)强调,安全与安全是 AI 产品与模型的*特性*,而不是需要从外部强加的护栏。
Madhu Guru (Sr Director, AI at Meta; previously led Gemini, Veo at Google) states that safety and security are features of your AI product and model—not guardrails that need to be imposed from the outside.
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Nikunj Kothari 的家庭 NousResearch agent 进展Nikunj Kothari’s Home NousResearch Agent Progress

fpvventures partner Nikunj Kothari 分享自己折腾几个月的「Home」@NousResearch agent 终于很好用了。这是他们第一个「家庭」bot,夫妻每天互动,失败时也学到不少。他尝试用 Grok Bot 等复现,但无法获得同等粒度的控制(例如只读特定邮件、把附件转成结构化数据或保持登录浏览器会话)。
Nikunj Kothari (partner at fpvventures) has been tinkering with a “Home” NousResearch agent for a few months and it has finally gotten really good. It is their first “group” bot that he and his wife interact with daily—fun learning especially when it fails. Attempts to recreate the same with Grok Bot and similar tools could not match the granularity and control (e.g., only read certain emails, convert inline attachments to structured data, or maintain logged-in browser sessions).
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Garry Tan 谈个人 AGI 的统一个性与记忆Garry Tan on Consistent Personality and Memory Across Harnesses

Y Combinator President & CEO Garry Tan 表示,他可以使用任何 harness,却始终拥有相同的个性与完整的个人 AGI 记忆。
Y Combinator President & CEO Garry Tan notes he can use any harness he wants and it is the same personality and full memory of his personal AGI.
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