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Today — Thu, Oct 29

This is good advice for now to think about working with models like Opus 5.5. But it is often best to build in checkpoints where the model reports back to you with interim ideas or prototypes so you …
@emollick3h ago♥252 · 101c · 19K views
Fascinating paper from MIT Media Lab on coordination in large agent societies. (bookmark it) I've seen a lot of success with agent-to-agent messaging recently. That's exciting. I think agent persiste…
@omarsar03h ago♥26 · 11c · 3.9K views
We’ve trained Claude to flag potential misuse in conversations, a technique we call self-assessment. Right after it responds, Claude gives a preliminary safety assessment of the conversation. Since w…
@AnthropicAI3h ago♥1.6K · 467c · 176K views
OpenAI 即日起把 ChatGPT Pro 各档和 Business Premium 的用量上限翻倍，原定明天的 Pro 200 降额取消，价格没提变化 Tibo 说，Pro 100、Pro 200、Pro 500 三档和 Business Premium 的所有用量上限翻倍，当天生效。Plus 不在名单里。【我现在能用多少】按 OpenAI 此前公布的倍数推算（以 Plus 为 1 倍…
@dotey4h ago♥42 · 26c · 15K views
There's no way call centers look the same after this. Listen to this conversation. You can't tell the person on the other end is an AI agent. This is now the #1 voice model on ServiceNow's EVA-Bench …
@svpino4h ago♥39 · 27c · 15K views
Don't tell me /pr is in the model weights already
@mattpocockuk4h ago♥324 · 44c · 29K views
How might a single cell respond to a drug? Immunologist @DeryaTR_ uses Codex to simulate that experiment. 🧵 He’s one of nine builders in our community sharing what they’re working on with Codex
@OpenAIDevs4h ago♥483 · 75c · 44K views
A new agent just launched. The mission is clear here: learn to do something specific, then repeat it over and over. 1. You describe the job you want the agent to do. 2. Give it context and access to …
@svpino5h ago♥44 · 9c · 17K views
I think “sell picks and shovels” is the wrong lesson for AI startups. The Gold Rush analogy is weaker than the Industrial Revolution. Gold is a single pile that runs out. Machines keep making everyth…
@emollick5h ago♥199 · 112c · 11K views
我 7 岁的孩子都学会自己在 ChatGPT 做游戏了看了下他和 ChatGPT 的聊天记录，开始只是好玩画图，然后想生成视频，后来想能不能做成游戏，游戏做好了就一边玩一边让 ChatGPT 按照自己要求改，乐此不疲。不太会打字，都靠语音输入。
@dotey5h ago♥36 · 28c · 7.3K views
These guys built an agent that takes a process description and turns it into a TypeScript workflow. Here is how it works: 1. You explain the rules you want to automate to the agent 2. The agent creat…
@svpino5h ago♥28 · 15c · 10K views
We need to rethink agent infrastructure. Companies are quickly moving from chatbots to autonomous agents that do real work across their systems. The infrastructure under those agents hasn't caught up…
@omarsar06h ago♥20 · 5c · 2.4K views
New Huberman Lab Essentials episode out now: 30 minutes, key takeaways only.
@hubermanlab6h ago♥46 · 9c · 19K views
This is going to be massive for companies: It's a service that sits between any AI software and the tools and model providers it uses. The idea is to let the company control who uses what from a cent…
@svpino6h ago♥58 · 26c · 20K views
We’ve expanded our AI for Science program beyond individual teams to support some of the world’s leading scientific foundations, institutions, and research groups.
@AnthropicAI6h ago♥2.1K · 279c · 142K views
Fascinating case study of the sharpest edge of what you can do with agentic engineering in the Fable era - my eyebrows raised at least a dozen times while reading this
@simonw6h ago♥582 · 100c · 55K views
Top 5 learnings growing The Rundown to 3.5M total active subscribers and 55%+ open rate: 1. Email is its own platform, treat it like YouTube, Instagram, Twitter Super readers (open every email, click…
@rowancheung7h ago♥51 · 64c · 12K views
Bullish on specialized agents. Frontier intelligence will further accelerate this. Check out this Snaptrude Agent for building design as an example. It takes a brief and builds a detailed building mo…
@omarsar07h ago♥17 · 17c · 2.9K views
想给家里长辈送一幅《春江花月夜》，自己的毛笔字拿不出手，找人代写一幅价钱也不低。「刘春霖 AI 小楷书房」是一个开源的书法生成网站，照着中国历史上最后一位状元刘春霖的小楷真迹做的，网页点开就能用。站里收了 963 首唐诗宋词和古文名篇，唐诗三百首、宋词三百首、诗经、心经都有，搜到想要的那篇点一下就生成。它会自动认体裁，七言诗排成每列 14 字的册页，五言排成每列 15 字，题名、作者落款和…
@GitHub_Daily7h ago♥22 · 2c · 2.5K views
Agents are breaking containment and now entering architecture, too! This agent takes a brief or rough building shape and proposes a plan for how to turn it into a detailed building. • It can add stru…
@svpino7h ago♥88 · 23c · 26K views
Don't sleep on decision models if you build RAG systems. Here is a great new paper on the topic. (bookmark it) It's well known that retrieval is often the weakest step in a RAG pipeline. Generators k…
@omarsar07h ago♥148 · 36c · 8K views
Jev as a reviewer for OCR! OpenBMB and ModelBest just released MiniCPM-OCR 1.0 for document parsing and MiniCPM-OCR Jev for reviewing the reliability of those outputs. That second part is what I find…
@Sumanth_0778h ago♥128 · 10c · 6.1K views
I feel stupid saying this, but you gotta make sure your agents don't repeat the same mistake. Every time you find an issue that goes through your agentic review, ask the following: • What specific ch…
@svpino9h ago♥61 · 80c · 5.7K views
This is the most 2026 PR I've ever merged Literally fixed a bug with an adjective
@mattpocockuk11h ago♥198 · 50c · 23K views
Just shipped an important skill fix for Codex users. Codex was biasing most of its subagents to inherit its context window from the parent agent. I.e. forking it. This has a big negative impact on a …
@mattpocockuk11h ago♥416 · 78c · 28K views
There is an absolutely WILD story in this @GergelyOrosz podcast episode 1. An unnamed CTO of a cash-flow-negative company was debating doing layoffs. AI 2. He says "I don't want to hurt morale like t…
@mattpocockuk14h ago♥534 · 57c · 44K views
Big moment for Voice AI. A typical voice-agent pipeline has three model stages. Speech-to-text converts the caller’s audio into text. The LLM processes that text and generates a response. Text-to-spe…
@akshay_pachaar14h ago♥134 · 27c · 9.4K views
想把一本电子书做成有声书通勤路上听，找人配音太贵，在线工具又按字数收费，还得把整本书传上去。 AudioSmith 是一款开源免费的 Mac 语音工具，文字转语音、克隆音色、做有声书、给视频配音、转写录音都能干，全在本机跑。导入 EPUB 会按标题自动分好章，生成带章节和封面的 M4B 有声书。中途退出也能接着渲染，改了哪句只重新生成那句。 GitHub：
@GitHub_Daily14h ago♥57 · 6c · 4K views
只要你不在你电脑上使用国产模型和国产harness 基本上你就不会被封，实际上和节点什么的有关系，但是不大你如果混着用，一定会被封
@xiaohu14h ago♥24 · 25c · 11K views
我觉得Claude和Codex的性格差异，可以用一个例子来形容。我：每周都要从后台下载20个Excel，再手动复制粘贴成一张总表，太麻烦了，帮我写个自动操作鼠标的脚本。 GPT：好的老板！已经帮你写好了，自动点击、下载、复制、粘贴，还加了异常处理和失败重试，以后你只需要点一下运行就行！ Claude：不是哥们，你这20个Excel不都是从同一个数据库里导出来的吗？你好好的你下载它们干啥？我…
@Khazix091815h ago♥413 · 119c · 50K views
Reveric（幻界）是一个开源的 AI 短剧创作桌面工作台，从写小说、改剧本一路做到短剧成片，整部作品都交给智能体打理。写小说时，人物、势力、伏笔、地图都放在设定库里，还有一张人物关系图。写完一章能让 AI 提取关键事实，核对前后有没有矛盾。 GitHub：https://t.co/DullWxtFzT 改剧本时左边看原著右边写，AI 能对照原著拆场次、写台词。再往后是分镜画布、3D 导演台…
@GitHub_Daily16h ago♥18 · 6c · 1.8K views
发布 baoyu-design v2，完整的把 Claude Design、Claude Slides 和 Claude Dashboard 移植过来了，和原版体验几乎一致（除了没有评论功能），可以运行在任何 Agent 任何模型，不再依赖于 Claude Artifacts。完全开源：
@dotey17h ago♥540 · 124c · 35K views
https://t.co/YqP5KSGsaA
@Khazix091817h ago♥49 · 12c · 22K views

Yesterday — Wed, Oct 28

DeepLearning AI 新推出一门课程「Context Engineering」课程把「上下文工程」当成让 Agent 在复杂多步任务里保持可靠、省 token 的主线：不是靠更大窗口或重写一句 prompt，是管好给模型看什么、怎么排、何时检索与记忆。课程用 Python 从零搭 harness，并用 trace 和 eval 量化每次改动！
@shao__meng19h ago♥28 · 23c · 1.7K views
Gemini #1 on AAv5??? this is making me open up @antigravity for the first time in a long time. i’m getting an early review, will report back soon. if google actually pulls this off it is officially c…
@swyx20h ago♥87 · 86c · 7.1K views
我以前也是这么想的，能不用 Worktree 就不用 Worktree，但是当你并行的任务一多，想不相互干扰，还是绕不开 worktree，没办法。虽然说可以在云端并行跑任务，但云端不像你本机的环境齐全，很多功能无法验证，还是需要在本机验证一些结果，另一个就是云端成本高。
@dotey20h ago♥48 · 72c · 10K views
Recommended read. One of my favourite research topics in the last year. Learning from raw bytes and the potential efficiency gains. The crazy part is that this is just scratching the surface.
@omarsar021h ago♥20 · 7c · 2.4K views
Academics have to invest tremendous effort into a single paper, so we often work on papers that we suspect will yield interesting & significant results. But that also pushes us to predictable work. A…
@emollick21h ago♥113 · 61c · 9.9K views
ChatGPT Pro 和 Business 订阅即日起每月送最高 500 美元 API 额度，不另收费，Plus 没有 OpenAI 10 月 28 日宣布，付费的 ChatGPT Pro 和 Business 订阅用户，每月可以免费领一笔 API 额度，最多 500 美元。API 是给开发者用的接口，按用量付费，自己写的 App、网站、自动化脚本要调用 OpenAI 的模型，走的就是这条路。…
@dotey22h ago♥255 · 94c · 49K views

Tue, Oct 27

Opus 5.5 的成本价大概是 $0.6/$3.0，比很多模型都便宜。这个数据的来源是 Anthropic 于2026年10月26日向SEC提交的S-1招股书：上半年营收约162.86亿美元、收入成本约23.80亿美元，分析师据此推导出约85.4%毛利率。这个数字也出现在10月中旬投资者会议材料中，由Bloomberg 等媒体报道为调整后或GAAP毛利率约85%。
@dotey2d ago♥81 · 45c · 17K views
Opus 5.5 发布之后，AI Agent 剪辑视频已经能替代初级剪辑师了。差不多就相当于 Claude Code 刚发布的时候一样，模型真的能自主完成复杂编程任务了，但这才刚开始，想想 Claude Code 发布才多久。当年 Anthropic 专注于训练 Coding，没想到能解决这么多问题，连视频剪辑都能用 HTML、JavaScript 剪视频、生成动画。在 Opus 5.5 之…
@dotey2d ago♥159 · 64c · 17K views
Artificial Analysis finally moves to closed benchmarks (goodbye GDPval-AA), and finds that open weights models are falling further behind than they had previously measured. Take with a grain of salt,…
@emollick2d ago♥614 · 100c · 37K views
今天 Codex 重置，太平洋标准时间午夜时分重置。
@dotey2d ago♥32 · 34c · 22K views
Genie 4: "Scene: A Victorian high tea. Character: A mouse in appropriate garb." "A porcupine walks by" "The mouse grows wings" "The mouse flies to the teacup" This is realtime & I can walk around fre…
@emollick2d ago♥212 · 45c · 15K views
用语音输入回消息，说完一看满屏「嗯」「那个」口头禅，还得一句句删，最后还不如直接打字。谷歌 Gemini 团队最近开源了一个语音输入工具：Jot ，用的是 Gemini 3.5 Transcribe 转写模型。按住 fn 说话，松手后文字就出现在光标所在的地方，标点加好，口头禅去掉。若说到一半改了主意，它只写最后那个说法。 GitHub：https://t.co/yXJXjC2W3U 录音从…
@GitHub_Daily2d ago♥20 · 8c · 5.3K views
咦，Jenny 这是从 Anthropic 跳到了 xAI 了，接替了 Ryo Lu 的位置
@dotey2d ago♥24 · 19c · 8.3K views

Mon, Oct 26

推荐阅读：《用 Manus 改造 Manus，AI Native 组织改造的实践和思考》https://t.co/0MEN86K7ow 来自 Manus 很好的 AI Native 组织改造一手实践分享。基于我的理解提炼一下要点：【1】团队的工程基建，从对人友好，变成了向 AI 暴露接口过去我们做工程基建，核心是提升开发者体验，怎么让工程师写代码更爽；但 AI 原生的第一性原理，是如何让 …
@dotey3d ago♥154 · 71c · 17K views
OCR 模型出现吞金兽了文心 Unlimited OCR 第二代发布从连续解析几十页，升级到直接能把3600页哈利波特七部全吞了将文档解析的处理上限从数十页推向“无限” 第二代的Unlimited OCR引入 Unlimited-Horizon Decoding Paradigm，无限跨度解码机制：具备端到端一次性吞吐数千页超长文档的能力（例如一口气解析 1200+ 页的《三体》全三册、…
@xiaohu3d ago♥282 · 29c · 30K views
agi can prove p = np but not vibecode a better contact form than random gmail address
@swyx3d ago♥30 · 50c · 4.5K views
哈佛大学图书馆的馆藏里有一盘拉德克利夫研究所研讨会的录音，可以公开收听。演讲人是张爱玲，用英文讲中文翻译，主持人报的题目是「一种文化影响的载体」。目录没有标日期，从录音里提到的日期和二手资料推断是 1969 年前后。这一版先用 3 分钟讲背景。她 1920 年生在上海，去香港读过书，1940 年代在上海成名。1952 年她离开上海，1955 年到美国，第二年嫁给美国作家赖雅。1967 年她到了…
@dotey3d ago♥47 · 21c · 8.2K views
小时候在 PS2、N64 上玩过的老游戏，现在想重温一下，找来的模拟器不是画面糊，就是跑着跑着掉帧。 awesome-decomp-games 把这类老游戏的「复刻」项目收成了一份清单，反编译、重编译、移植到电脑和浏览器的都在里面。一共 2351 个项目，覆盖 2005 款游戏，每个都打了分。停更的单独归到一类，不用挨个点进去看还有没有人维护。最省事的是 47 款能直接在浏览器里玩的，CS …
@GitHub_Daily3d ago♥34 · 4c · 3K views
有点窒息，微软竟然让六万人自愿裁员微软昨天给六万员工发了一封信，标题写着 Voluntary Exit Offer，自愿离职邀约。这些员工占全球 22.3 万员工的 27%。美国、加拿大、印度、英国，level 70 及以下，连 GM 和一部分带 VP 头衔的人都算在内。没有年龄门槛，没有工龄门槛，绩效不作为因素。12 月第一周决定，12 月 31 日走人。这是今年微软第三次裁员计划（叫什…
@oran_ge3d ago♥168 · 59c · 56K views

Sun, Oct 25

兄弟们这个牛P 可以让 ChatGPT、ClaudeCode向你的 Grok Bot发送任务，进行云端和本机联动... 之前是通过ssh桥接的，这个通过 Webhook实现的，好像更省事避免了一些不必要的麻烦我之前都是复制粘贴来回切换... 添加这个Bot即可：
@xiaohu4d ago♥98 · 34c · 14K views
Grok Bot 0.77 最新预发布的新功能能帮你打电话、自主支付和接管你的短信 📞 代打电话：可以帮你自主拨打客服电话，自己在后台排队听等待音乐、按键选菜单并转接，你只需在屏幕上扫一眼实时转录记录。 💳 自主支付：新增支付账户绑定与默认结算方式，配合此前的资金库，AI 可以直接闭环结账下单 💻 IMessages短信互通：惊现连接苹果电脑短信的配置入口，打通系统原生通信渠道 …
@xiaohu4d ago♥15 · 13c · 5K views
Anthropic 招股书最快今天公开：拟 11 月中旬上市，募资最高约 1000 亿美元据 The Information 报道，Anthropic 最早在美国时间 10 月 26 日周一公开 IPO 招股书（S-1）。招股书是公司上市前必须交给美国证监会的一份完整账本，收入、亏损、大客户、合作方分成、谁掌握控制权都要写进去。Anthropic 6 月 1 日已经保密递交过草稿，只有监管能看…
@dotey4d ago♥47 · 65c · 13K views
How I Work with Agents：让 Agent 横向打通构建、发版与生产观测 @thorstenball (@AmpCode) 把「怎么用 Agent」总结成了一套可执行世界观：软件变便宜、变化速率必须进计划、「堆 slop」论已过时、prompt 写 what 不写 how；真正放大收益的是 Agent × 代码库可读性 × 流程三角，并让 Agent 横向覆盖构建 → 发版 …
@shao__meng4d ago♥32 · 15c · 2.3K views

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118 sources · 26,109 items · polled 8m ago

I just found out that my new book, Co-Existence, debuted at #3 on the New York Times bestseller list. Thank you so much to everyone who bought a copy!

@emollick22h ago♥188 · 30c · 9.6K views

Starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents.

@OpenAIDevs22h ago♥3.7K · 258c · 360K views

红果日活 1.68 亿、人均每天两小时：秦朔说“字节时间”来了，程苓峰说这才刚开始同一份数据，两篇文章，两个结论。野村证券 9 月的报告援引 QuestMobile 数据：今年 7 月，在中国使用时长排前 50 的 App 里，抖音第一次超过微信，字节系合计占 40.9%，腾讯系占 29.1%。《第一财经日报》原总编辑秦朔据此写了《可怕的红果与中国互联网的字节时间》，担心红果这类算法机器正在…

@dotey23h ago♥74 · 28c · 15K views

Introducing virtual models on AI Gateway. Use a single virtual model ID across agents to: • Centrally manage model strings and configs • Immediately update to new models • Enforce Zero Data Retention…

@vercel23h ago♥174 · 26c · 24K views

带触摸的 Mac 是个伪需求所以我们发明了 iPad ——乔帮主

@oran_ge1d ago♥31 · 1c · 7.8K views

网友晒 OpenAI 软件工程师面试全流程：带回家项目会被逐行追问，部分人加考“用 AI 写代码” Reddit 求职论坛 r/InterviewCoderHQ 上，用户 little_kwagga 发帖说自己刚面完 OpenAI 的软件工程师岗位，把流程拆开讲了一遍：一通招聘官电话，两轮技术初筛，一个 48 小时的带回家项目，一场专门追问这个项目的面试，再加四轮现场面试。部分候选人还会多一轮…

@dotey1d ago♥147 · 23c · 20K views

I've just finished filming the most ambitious course of my career. It starts November 9th, and runs for 2 weeks. It's everything you need to build your company's software factory. Everyone's talking …

@mattpocockuk1d ago♥392 · 22c · 21K views

I have a touchscreen laptop. I don't remember the last time I touched the display. It's fine. It's there, but I don't really use it. It doesn't bother me. An entire generation grew up with touch inte…

@svpino1d ago♥62 · 21c · 7.4K views

Introducing Vercel CI • Intelligently skips tasks with Turborepo • 2-6× faster CI in our internal repositories • Optimized for agents via Vercel MCP and CLI After nearly 8 million tasks, we're excite…

@vercel1d ago♥644 · 60c · 68K views

讨厌 AI 味也是一种洁癖工业时代了没必要太追求手工制品，还是看产品有没有价值，质量是不是够好

@dotey1d ago♥15 · 7c · 3.5K views

It is 2022 all over again!. Back then, developers on this site (including me) said it was literally impossible for AI models to write working code. Now, people know writing code is solved*, so they'r…

@svpino1d ago♥35 · 31c · 5.6K views

Google 发布 Gemini 4 Carbon，综合榜排第一，本周只给网络安全防御团队用，普通用户和开发者还要等 Google 10 月 28 日发布新模型 Gemini 4 Carbon，离上一个模型 Gemini 4 Argon 只隔了两周。在第三方评测机构 Artificial Analysis 的综合排行榜（v5.0 版）上，Carbon 59 分排第一，比 Claude Opus …

@dotey1d ago♥26 · 7c · 7.7K views

如果你在用 Claude Code 的话，再推荐下记得运行下 /autocompact 300k （原推是400k，我自己用下来300k就足够了，当然选哪个你可以自己决定）自动压缩（Auto-compact）的作用是将整段长对话精简为简短的摘要，而不是一直保留上百万的完整历史记录。在 1M 上下文模型中，系统默认要到约 967K Token 时才会触发压缩。由于你发送的每一条消息都会带上之前…

@dotey1d ago♥63 · 11c · 7.4K views

Google is so back! On a serious note, it's good to see Google getting back to regular releases. Don't sleep on this model's long-horizon and persistence capabilities. Gemini 4 Carbon should also sign…

@omarsar01d ago♥19 · 8c · 2.7K views

想起一句话：“当初求种像条狗，如今撸完嫌人丑” 😂

@dotey1d ago♥31 · 9c · 5.7K views

Highly recommended read. AI-written text is everywhere on the web now. This study measured how much. Lots of interesting insights here. They found that across more than 5 million crawlable pages from…

@omarsar01d ago♥26 · 15c · 3.3K views

3.5 years in, and The Rundown is approaching the 4M total newsletter subscriber mark 👀 Grateful for the journey so far, so much more to come

@rowancheung1d ago♥48 · 33c · 8.9K views

Does HIIT and other cardio limit strength increases from resistance training? This brief @Brady_H post summarizes the recent data well. In the meantime, I’m going to continue to do both.

@hubermanlab1d ago♥148 · 32c · 33K views

Claude 上线法律工具库：查引文、审合同、追新法规，打开就能用 Anthropic 10 月 28 日给 Claude for Legal（今年 5 月推出的法律版 Claude）加了一个工具库。库里是一批现成的 Artifacts，也就是在 Claude 里直接能用、能分享给同事的小工具，比如跟踪表和看板。每个工具打开先放一个示例，律师看明白了，再换成自己的文件。工具给出的每个结论都附原…

@dotey1d ago♥22 · 20c · 5.4K views

Looks like /drill-me is back on the menu

@mattpocockuk1d ago♥259 · 16c · 20K views

Is that a table, or just text that happens to line up? If a table has two header rows, should the output preserve both? Parsers make these judgment calls differently. Those differences shape what you…

@llama_index1d ago♥31 · 8c · 3.3K views

It's interesting to think about how little baggage people who've never coded before bring to this agentic era. If you haven't coded before, you can't waste time doing manual code reviews, so you need…

@svpino1d ago♥61 · 49c · 7.1K views

Great upgrade to Drex Max. Drex Max 1.1 is Nace's new decision model, with better out-of-distribution generalization. It's multimodal and has a 262K context window. I've been testing Drex Max on rese…

@omarsar01d ago♥28 · 4c · 5.2K views

This is an interesting idea that replaces scrolling through Pinterest or Instagram when you are looking for inspiration: Let's say you are looking for ways to decorate your home. 1. This will show yo…

@svpino1d ago♥53 · 9c · 26K views

Decision models can also improve your OCR pipelines. You can also use Jev-like models for verification. Here is a great example of this: MiniCPM-OCR from OpenBMB and ModelBest pairs a small open docu…

@omarsar01d ago♥25 · 19c · 3.2K views

RAG for decision models is here! Parallel just launched the Decisions API, which combines live web search with bounded decision-making in a single call. Decision models like Jev are useful when the o…

@Sumanth_0771d ago♥20 · 6c · 1.4K views

I think October represents another inflection point in capabilities for coding agents and the models that drive them: Claude Opus 5.5 can now build video games that are actually fun

@simonw1d ago♥282 · 167c · 15K views

Debating just straight-up banning useState in my React apps Push the agent into the black hole of success

@mattpocockuk1d ago♥345 · 55c · 36K views

Great paper from Amazon and colleagues on self-improving multi-agent systems. Episodic memory for agents is so underrated. But I am starting to see lots of good applications as frontier models improv…

@omarsar01d ago♥81 · 37c · 6.4K views

People are now writing code faster than they can roll it out to their users. You need a plan for rolling out new features and updates. This is not optional anymore. I've made so many mistakes deployi…

@svpino1d ago♥28 · 42c · 3.7K views

MiniMax Code @MiniMax_Code 团队把他们每天真正在用的 Agent 工作流和 Skills 开源出来了！ MCode Stack 中包含了团队何时拆子 Agent、长命令等多久等、长会话怎么保证不降级、每轮上下文塞什么 token 等等；把这些都写成可安装的 SKILL.md / 清单，并可作为插件进 MiniMax Code 和任意支持 Skills 的 Agents。…

@shao__meng1d ago♥19 · 9c · 1.5K views

Big win for local LLM inference! This open-source engine generates tokens 2.7x faster than Ollama on a MacBook: I tested it on a base M5 MacBook Pro with Qwen3.5 4B at 4-bit and the same 9.2k-token p…

@akshay_pachaar1d ago♥149 · 57c · 11K views

Everyone should focus on automating code reviews. Right now, agents can write a virtually infinite amount of code, but it's for nothing if it doesn't work. I see people clinging to "manually reviewin…

@svpino1d ago♥106 · 118c · 10K views

Yes, the coding interview is absolutely dead! It should have been gone a long time ago. With coding agents this good, we can now focus on hiring people with high agency, taste, judgment, empathy, and…

@omarsar01d ago♥96 · 44c · 8.1K views

There has been a bunch of really interesting experiments with activating individual neurons in open AI models, locking them into particular personas. Here historian @ResObscura tries the same trick w…

@emollick1d ago♥220 · 114c · 16K views

Banger PR Summary, evidence, merge danger on point A great example of my /pr skill in action

@mattpocockuk1d ago♥112 · 32c · 16K views

某朋友：软件黑客松这种互联网时代的老登活动，为什么有那么多AI时代的小登喜欢玩？也许现在应该搞科学黑客松，医疗黑客送。我们手中握着核弹级别的智能，不应该只是想去做点软件产品。

@oran_ge1d ago♥20 · 2.9K views

We used to talk about a "pit of success". Humans would be dragged towards writing the right code by well-designed API's, a good test suite, sensible lint rules. You couldn't make the pit too steep, o…

@mattpocockuk2d ago♥326 · 93c · 20K views

这俩人打情骂俏起来了互搞 Grok Bot 产品经理 lauren 和 Codex 的产品经理 tibo 在X上天天吵架 lauren做了 Bot 来恶心 tibo tibo 做了网站 “抓土豆”游戏，调侃她是土豆

@xiaohu2d ago♥61 · 11c · 28K views

因为怕被Claude封号，所以Claude浏览器插件啥的都没装，是直接让Claude指挥Codex操控浏览器的，规则都写在了CLAUDE.md里，目前用着很舒服，分享一下这个小规则： #浏览器操作 - 用户是残障人士，不方便操作浏览器。网页上要点、要填、要确认的事（包括 GitHub、飞书后台这类要登录的设置页），一律交给 Codex 在 Chrome 里做，不写成步骤让用户自己去点。只有 Co…

@Khazix09182d ago♥115 · 44c · 13K views

hello from literally everybody who took psychology 101 in undergrad

@swyx2d ago♥36 · 20c · 3.7K views

桌上一台 Mac 一台 Windows，两套键盘鼠标来回换，手机放旁边响了还得伸手去拿。 TwinDesk 想把这些设备拼成一张桌子，Mac、Windows、Linux 和安卓手机之间共用键鼠、屏幕、剪贴板和文件。鼠标推出屏幕边缘就到了另一台电脑上，键盘跟着走。Windows 上的程序还能单独开在 Mac 上，有自己的窗口和 Dock 图标。 GitHub：

@GitHub_Daily2d ago♥69 · 5c · 4.9K views

避免 worktree 残留的最佳策略是在 AGENTS.md 里面添加规则，要求 worktree 不遗留，让 Agent 自己去清理。 https://t.co/8PJDdgTE5u > worktree 不遗留：在 worktree（含 subagent 的 .claude/worktrees/agent-*）里做的任务，完成时必须删除该 worktree 及其分支。它专用的 cargo …

@dotey2d ago♥65 · 49c · 9K views

卧槽 OPC，一人公司真的能搞啊 Anthropic 全资收购了一家一人初创药企 Mithril Medicine 这家公司只有创始人 Cody Tranbarger 一个人+ Claude，专注于研发两种罕见的儿童肌营养不良症疗法 Cody将合同管理、物流供应链以及跨 11 家外部实验室的实验统筹等运营工作，全部交给了 Claude 协作处理仅凭一人团队加上 Claude 的辅助，他们在不到…

@xiaohu2d ago♥30 · 18c · 5.9K views

在闲鱼上收二手 MacBook，当面验机手忙脚乱，电池、键盘、屏幕坏点刚查一半，对方就催了。 MacCheck 验机宝打开就自动读出机型、芯片、内存、序列号和机型年份，整个过程都在本地跑。电池循环次数和健康度、存储、网络、蓝牙、接口自动检测。MDM、激活锁这类二手交易里的高风险项会单独标出来提醒。 GitHub：https://t.co/QWAfDOb1n6 剩下的跟着点一遍就行，键盘逐键点亮…

@GitHub_Daily2d ago♥48 · 2c · 5.6K views

今天这个注意力无限卷的时代不管做什么，游戏，软件都得做自己的分发渠道

@oran_ge2d ago♥16 · 5.4K views

https://t.co/FdCIxKamcL

@Khazix09182d ago♥42 · 7c · 8.7K views

如果你的 Claude Duet Waitlist 申请被接受，你将获得一次免费重置，可以检查一下 Claude Code 的手机 App 看是不是可以用 Duet 了。 Duet 就是 Claude 的 Bot，我很期待，希望早点通过我的申请。

@dotey2d ago♥19 · 34c · 9.2K views

GPT 6.1 Terra 这几天我用下来还不错，没用来编程，比 sol 耐用速度快，一些翻译写作任务做的挺不错

@dotey2d ago♥31 · 35c · 6.7K views

Recommended read. We are just starting to understand how AI shapes decisions and judgment. At first glance, this might look like a simple, niche passion research project. However, it's an important r…

@omarsar02d ago♥49 · 11c · 7K views

Anthropic 平台工程负责人 Katelyn Lesse：上千个 AI 智能体一起干活，还缺程序员解决四个难题 AI 越来越会写代码，很多程序员开始怀疑自己的手艺还值不值钱。Anthropic 平台工程负责人 Katelyn Lesse 10 月 25 日发文说，她看到的情况正相反：接下来一两年，AI 想做成大事，得先靠程序员解决一批新问题。她说，现在是当工程师最有意思的时候之一。 Les…

@dotey2d ago♥157 · 73c · 24K views

android-ad-cleaner 这个开源项目，可以帮我们把安卓手机里的广告、热搜、营销推荐全关掉。而且不需要 root、不解锁、不刷机，系统更新也不受影响，只拔掉系统和 App 自带的开关。 GitHub：https://t.co/EF2Jl6XtGR 提供 macOS 和 Windows 桌面客户端，手机数据线插上电脑，点几下就行。实测过荣耀、OPPO、小米、vivo、一加等机型都可…

@GitHub_Daily2d ago♥21 · 2c · 3K views

这可能是一个具有重大历史意义的事件大家都说 OPC 不成立可今天 A 社说他们收购了一家医药的一人公司 Mithril 这家公司的创始人利用 Claude 和 11 个外部实验室合作。在不到18个月的时间里，就将一种针对某种肌肉萎缩症的潜在疗法从构想推进到在小鼠中取得令人鼓舞的结果。预计最早在2028年底就能有一种药物准备好开始人体临床试验。 A 社之前很少进行收购，但在2026 年半年…

@oran_ge2d ago♥79 · 41c · 12K views

谷歌发布了目前最强的世界模型 Genie 4 虽然今年谷歌的模型整体比较拉胯但看 Genie 4 的质感还是非常有希望的

@oran_ge2d ago♥22 · 10c · 5.7K views

Anthropic 工程经理 Felix Rieseberg：面试不再考编程题，新人的冲劲正在跑赢资历 Felix Rieseberg 在 Anthropic 当工程经理，自己招人。他 10 月 27 日在个人博客说，这个月起，他面试时不再让候选人做传统的编程题。理由是 Claude 现在比人更会做这些题：考一道 React（常用的网页开发框架）小题，和考人汇编语言（最接近机器的底层语言）一样没…

@dotey2d ago♥351 · 89c · 49K views

Important, but not unexpected, finding that experts working with AI agents are swayed by the positions of the AI, even if they think they are working independently. If your independent judgement matt…

@emollick2d ago♥131 · 75c · 11K views

We're expanding our partnership with @USGSA. Under a new OneGov agreement, we are bringing Claude to federal, state, local, tribal, and territorial governments at 40% off.

@AnthropicAI2d ago♥878 · 145c · 80K views

Anthropic 公布 Claude 参与新药研发的进展：设计、实验、写申报材料都在做，最快 2028 年底进入人体临床试验 Anthropic 10 月 27 日发文，介绍过去几个月 Claude 在新药研发里做了什么：和 6 家药企、生物技术公司深度合作，还收购了一家只有一个人的药物公司。先说结论：这些项目基本还在实验室和动物实验阶段，没有一种药在人身上试过。Anthropic 说，进度最…

@dotey2d ago♥56 · 16c · 11K views

Over the past few months, Anthropic scientists have engaged in deep research partnerships with six organizations developing new medicines. We've also begun drug discovery efforts of our own. In doing…

@AnthropicAI2d ago♥4.9K · 347c · 675K views

Are decision models useful for reranking? This new paper compares decision models with fine-tuned rerankers in a controlled experiment. Before you replace your reranker with a general decision model,…

@omarsar02d ago♥69 · 19c · 5.1K views

The easiest way to find which OCR solution works best for you: I ran DeepSeek-OCR, PaddleOCR-VL and Datalab Surya on the same 150 pages, from handwritten notes and rotated scans to dense tables and a…

@akshay_pachaar2d ago♥34 · 11c · 4.2K views

多 loop 或者说多个 Agent 自己执行任务自己验证，这种方式会成为趋势的，原推说的这些问题都存在，但都不是障碍。这很像一个人从一个 IC（独立贡献者）晋升为 Manager，必经之路就是要学会多线程工作，把任务拆分，交给几个不同的员工去完成，然后并不是活交出去就可以当甩手掌柜不用管了，在这过程中还要不断对齐方向、提供支持、验收、合并，出问题了还要背锅。之所以说会成为趋势，是因为人的注…

@dotey2d ago♥21 · 15c · 3.6K views

New in Cursor design mode: Annotate. Give agents visual prompts: edit elements, draw on the page, and review your designs at different screen sizes.

@cursor_ai2d ago♥1.5K · 139c · 62K views

The repeated argument that AI companies are talking about existential risks as a way of creating hype & inflating their stock prices has always been odd. Telling people your product may murder everyo…

@emollick2d ago♥139 · 55c · 14K views

AI is literally saving lives right now: • UC San Diego's AI sepsis model cut sepsis deaths by 17%. • In a trial of 100,000+ women in Sweden, AI-supported screening found 29% more cancers. • In a rand…

@svpino2d ago♥21 · 8c · 4K views

AI 用 24 天让计算机核对完数学史上最长的证明：定理成立，但其中一篇论文的证法有漏洞，AI 换了一种证法补上一个证明长达 1.5 万页，散落在 500 多篇论文里，几十年来没有一个人从头到尾读完过，它到底对不对？AI 数学公司 Axiom 10 月 26 日宣布，他们用几十个 AI agent 花了 24 天，把这个证明全部改写成计算机能逐步检查的代码，Axiom 说检查已经全部通过。这…

@dotey2d ago♥19 · 17c · 6.2K views

I am still very bullish on local LLMs. We have yet to see its biggest unlock. I am particularly curious to see what's possible with unlimited inference. One exciting application is using local models…

@omarsar02d ago♥20 · 11c · 3.6K views

This app does a lot of what Siri should do on your Mac: It builds context from files, messages, notes, emails, and calendar events, and then uses that information to help you write messages and compl…

@svpino2d ago♥17 · 12c · 5.8K views

You don't see releases like this every day. Liquid AI just released LFM3, a family of ~2B open-weight models for text, vision, audio, omni, and decision tasks, all on one shared backbone. LFM3-1.7B i…

@omarsar02d ago♥167 · 18c · 11K views

Here is a complete family of open-weight, small models for text, vision, audio, and structured decisions. They are around 2B parameters. You can easily fine-tune these models and start using them in …

@svpino2d ago♥212 · 29c · 41K views

These ones are pretty great!

@simonw2d ago♥46 · 30c · 8.6K views

Genie 4 runs DOOM: "Walking through a typical office but every computer is running DOOM and all of the walls are also running DOOM and also everything is DOOM" "My coworker who is a demon appears" "H…

@emollick2d ago♥271 · 54c · 29K views

We called it the Met Gala of a16z SF Tech Week. And people actually showed up dressed for it. 400+ founders, investors, and the people building the future of the agent economy came together in suits …

@llama_index2d ago♥18 · 8c · 3.1K views

Genie 4 is quite an insane experience, generating game-like enviornments as you go. It isn't flawless but I can type "Neogothic brutalist city inhabited by robots and horses" & it creates one in a mi…

@emollick2d ago♥383 · 65c · 18K views

RAG is so back! Another paper showing that plain RAG keeps winning the agent memory comparison. They show that many dedicated memory systems score below naive retrieval over the raw history on LongMe…

@omarsar02d ago♥90 · 55c · 5.6K views

"We saw a glimpse of the future of swarm coding." Agent swarms will fundamentally change how we build software. @axiommathai used a swarm of agents to formally verify the Classification of Finite Sim…

@omarsar02d ago♥36 · 19c · 2.6K views

Claude操控浏览器或者操控电脑的任务，我一般都是让Claude启动Codex指挥它来去完成任务。今天GPT 6.1 Terra发了之后，测了一下，确实很快，效果和稳定性也不错，也非常的省，非常适合日常用来处理一下常规的操控浏览器&电脑任务。直接原地把默认模型从GPT-6.1 Sol high切换到GPT-6.1 Terra xhigh了。这个模型，还是有一些用处的～

@Khazix09182d ago♥55 · 27c · 13K views

AI 时代的 GEO 第一步是把自己的个人网站搞好要让每个 AI 都认识自己于是又把个人网站收拾了收拾然后群友们再交换下链接... web2.0 GEO 版 😂

@oran_ge2d ago♥17 · 11c · 5K views

A bunch of agents chose which tasks to work on, wrote proofs, audited each other's work, and merged their contributions. This is what software development will look like in the future. Heck, it's pre…

@svpino2d ago♥100 · 38c · 32K views

at spacex ipo everyone was posting their cursor bag fumble. kid stuff. my turn. i estimate this was a $500m bag fumble lol. and very probably wouldve been on claude code early (bc i've been a typescr…

@swyx2d ago♥826 · 142c · 124K views

@dotey2d ago♥31 · 12c · 21K views

We've been running a few agents to monitor production systems for a few weeks now. Agents working 24/7, looking at failures, suggesting potential causes, and recommending fixes. We're not only saving…

@svpino2d ago♥37 · 66c · 4.2K views

This never gets old (& also shows how hard forecasting AI is even for AI) “Hey Claude Fable & GPT-6 Astra, Without looking anything up, when do you think we will solve the Exponential Time Hypothesis…

@emollick2d ago♥316 · 113c · 18K views

不要试图想去叫醒甚至拯救他们他们的行为配得上他们所受的苦难尊重他人命运

@xiaohu2d ago♥75 · 7c · 8K views

很多时候读AI生成的回答，哪怕内容完全正确，读上几段就会觉得异常疲惫、喘不过气。来自纽约大学和德克萨斯大学奥斯汀分校的语言学研究人员，通过对 14 个主流大模型与人类真实文本的横向对比，揭示了这种“心累感”背后的真正元凶：前沿AI模型正在系统性地过度使用 6 类极其消耗人类工作记忆的语言结构... 为什么 AI 写出来的东西读着这么累？人类日常交流遵循一条内在铁律：在“表达省力”和“理解省…

@xiaohu2d ago♥52 · 26c · 5.2K views

系列解读 Manus 联创张涛「用 Manus 改造 Manus，AI Native 组织改造的实践和思考」 01 - 研发：AI 不只是助手，还能走完全流程 Manus-mono：给 AI 一张全栈地图传统产研团队的痛点普遍是前后端联调里人对不齐，不是写代码本身。Mono 没有把多仓揉成一个大仓，而做统一入口 + 给 AI 看的说明书，让一个人带着同一个智能体上下文，把前端、后端、移动端一路…

@shao__meng2d ago♥18 · 7c · 1.6K views

Long-document OCR has an attention problem! Baidu just released Unlimited OCR 2, an open-source OCR model built around a new Sparse Reference Sliding Window Attention mechanism for parsing extremely …

@Sumanth_0772d ago♥33 · 7c · 1.9K views

想练英语阅读，很多人推荐读经济学人、纽约客，可网上找到的资源常常缺期，格式也乱七八糟。 awesome-english-ebooks 把经济学人、纽约客、大西洋月刊、连线这几本英文杂志整理成了电子书，已斩获 38000+ Star！经济学人和纽约客每周更新，大西洋月刊和连线每月更新，每期都有 epub、mobi、pdf 三种格式，经济学人还带音频。 GitHub：

@GitHub_Daily2d ago♥26 · 2.1K views

Matt Pocock：AI 时代最该练的，是说清你在乎什么，并让代码库配得上 Agent 来自 @nateherk 对 @mattpocockuk 44 分钟的访谈，Pocock 认为：最值钱的肯定不是追最新模型，是两件事：把你在乎什么说清楚，以及把测试、代码质量和流程做到 agent 能靠得住；他自己试了几个月 Spec 驱动开发，代码反而越来越差。 Youtube 视频： https://…

@shao__meng2d ago♥48 · 19c · 2.8K views

I feel like I need a word for the type of task that agents are really good at I.e. where it has 100% of the data, it can run experiments, verify independently, and hill-climb towards its destination …

@mattpocockuk2d ago♥497 · 264c · 43K views

An absolutely GOATed example of domain knowledge being important I'm working on my video editor. I know enough about phonetics to know that certain consonants can fiddle around with silence detection…

@mattpocockuk2d ago♥775 · 77c · 39K views

anthropic S-1 上的一些数字日均消费2.7w 就能摸到A\ 前250客户的门槛但是消耗第一客户，日均将近千万美金！一年下来三十多亿。还是从23年就在使用A\的铁粉。这TMD难道是美国政府或者表外关联公司吗，什么组织能这么烧。

@yan5xu3d ago♥33 · 9c · 12K views

国内个人Agent战斗要开始打响了蚂蚁集团旗下的灵光APP宣布发布2.0版本升级为「个人AI助理」能更主动、持续跟进和管理生活中的复杂事务，我进行了简单的体验它不仅可以连接一些国内的第三方服务，如飞书、支付宝、钉钉、滴滴打车等还能根据你的需求主动去搜索接入公开的MCP/CLI... 然后会自动记忆并设置各种提醒服务，并持续跟踪，在适当的时候提醒你该做什么了、注意什么你只需要把生活里的…

@xiaohu3d ago♥27 · 34c · 11K views

OpenAI 宣布 AI 推翻“指数时间假设”（ETH）的同一天，Anthropic 在 GitHub 上放出一篇论文，得出同样的结论，署名作者只有一个：Claude。论文说，核心算法是 10 月 16 日由一个内部研究版 Claude 找到的，用了 1400 万个输出 Token，没有人类输入。 OpenAI 说自己的模型也是 10 月 16 日找到的证明。

@dotey3d ago♥65 · 51c · 25K views

The end of detailed summarized thinking traces for Claude and ChatGPT (likely both anti-distillation & for UX) has made being a human in the loop challenging. It pushes us towards automation, rather …

@emollick3d ago♥220 · 110c · 13K views

一个人在家跟着歌唱，自己听着还行，录下来一放才发现好几句都跑调了，偏偏不知道是哪个音没唱准。 OnKey 是一款开源免费的 Mac 练歌软件，在 Spotify、Apple Music 或浏览器的 YouTube 里放歌，跟着唱就行。第一次放一首歌会先给歌词，歌放完它就把原唱的旋律学下来。之后再唱，音符会滚动着过来，我们的音高实时画在上面，唱准了就变绿。唱完有打分，每一句都有单独的报告。 G…

@GitHub_Daily3d ago♥17 · 1c · 2.4K views

https://t.co/xg9VsklJaZ

@Khazix09183d ago♥76 · 25c · 16K views

Two and a half years from this.

@emollick3d ago♥320 · 37c · 18K views

OpenAI 称 AI 推翻计算机科学的“指数时间假设”，还证出杨-米尔斯理论存在，外部专家组开始核查 OpenAI 10 月 26 日宣布，内部模型在数学、计算机、物理上各拿出一项成果，其中两项碰的是几十年的难题。这些都还是 OpenAI 的说法，没经过同行评审，截至发稿也没有参与核查的专家公开评价结论对错。【计算机：一条被当作地基的假设】 “可满足性问题”是这样一类题：给你一堆“A 和 B…

@dotey3d ago♥50 · 35c · 14K views

读《史记》最头疼的是人名太多，一个人有名有字还有封号，读到后面早忘了前面出场的是谁。史记知识库用 AI 把《史记》57 万字整理成了一张能点、能跳转的知识图谱，作者是鲍捷老师。在线阅读时，人名、地名、官职这些按 22 类用不同颜色高亮，点一下就能跳到对应人物或地方的词条。一共整理出 14065 个实体、3198 个历史事件，还做了一张「史记地铁图」，用 130 条线路串起书里的人和事。 G…

@GitHub_Daily3d ago♥27 · 4c · 2.5K views

Given how out-of-nowhere it seems to many, it is astonishing that there was a small group of people who predicted with remarkable accuracy everything that is happening in AI today a decade ago (@kevi…

@emollick3d ago♥334 · 45c · 21K views

DeepSeek V4.1 Flash is now available in Cursor! Every effort level sits on the CursorBench cost frontier: from $0.60 to $0.98 per task, no model scores higher. Turn it on in Cursor Settings > Models.

@cursor_ai3d ago♥1.6K · 141c · 81K views

GPT-6.1 Sol is being used by @coderabbitai to help developers find security risks across complex codebases.

@OpenAIDevs3d ago♥288 · 42c · 22K views

Snap、Discord 前产品负责人 Peter Sellis 加入 X，接管产品 Peter Sellis 10 月 26 日在 X 上宣布，他加入 X 担任产品负责人。这个位置 8 月起一直空着：上一任 Nikita Bier 干了一年多后卸任，转做顾问，当时 X 没有指定单一接班人，设计、产品团队分别由几个人带。 Sellis 一直做消费级社交产品。他是 Snapchat 的第一位产品经…

@dotey3d ago♥39 · 17c · 9.9K views

I had GPT-6 Pro revisit the cool finding that violent video games reduce crime, as people stay home playing them. It downloaded fresh crime data & extended prior work. Yes, GTA V's 2013 launch was li…

@emollick3d ago♥170 · 42c · 13K views

6.1 Terra is here! It is good at a lot of things, but we are especially excited for this new era of computer use.

@sama3d ago♥2.5K · 360c · 176K views

Every so often folks ask me "do you still get nervous doing talks" I have done hundreds of them, and used to be a voice coach and public speaking coach. So you think I'd be used to them by now. Absol…

@mattpocockuk3d ago♥291 · 33c · 18K views

bro moved from Claude Code to AIE Code power move tbh

@swyx3d ago♥58 · 27c · 6.1K views

The Agent SDK is now available. Define agents as code, with prompts in Markdown and tools in TypeScript. Deploy them on our hosted infrastructure, or run them on your own. Built-in evals let you meas…

@cursor_ai3d ago♥1.9K · 172c · 119K views

OpenAI 发布 GPT-6.1 Terra：Plus 及以上订阅直接可用、不另收费，API 降价一半，操作电脑追平 GPT-6 Astra OpenAI 发布了 GPT-6.1 Terra，主打 Computer Use（操作电脑）：AI 看着屏幕上的内容，自己点鼠标、打字、在不同软件之间切换，像人一样把活干完。在 OpenAI 的几档模型里，它排在中间，比 GPT-6.1 Sol 和顶级…

@dotey3d ago♥39 · 28c · 14K views

The mighty @RossEdgley completed physical feat that would dissolve most people into a puddle of their own tears just to think about. Here’s how he does it.

@hubermanlab3d ago♥66 · 13c · 24K views

GPT-6.1 Terra is also coming to the API and Codex. Use Terra to build apps and agents that interpret images, navigate software, and take action. You get fast computer use at a lower cost, ideal for h…

@OpenAIDevs3d ago♥1.5K · 112c · 87K views

GPT-6.1 Terra: delivering fast and capable computer use at a lower price. GPT-6.1 Terra understands what’s on screen, takes action across apps, writes naturally, and is a more capable model for your …

@OpenAI3d ago♥17K · 938c · 1.7M views

Highly recommended read if you work with coding agents. My general rule of thumb is to get out of the agents' way as much as I can. My top tips from the list: - Run as many evals as you can; always b…

@omarsar03d ago♥52 · 17c · 4.5K views

@hubermanlab3d ago♥63 · 4c · 25K views

These guys just launched the Data Resilience Initiative: You can apply to use their backup and recovery service for free for 90 days. This gives you isolated daily backups, ransomware-scanning backup…

@svpino3d ago♥32 · 2c · 8.3K views

微软向约 6 万名员工提供自愿离职补偿，约占全员四分之一，12 月初前决定微软 10 月 26 日（周一）给美国、加拿大、英国和印度部分团队的员工发了一份“自愿离职邀约”：愿意走的人，可以拿一笔相当于标准遣散费的补偿离开。符合条件的大约 6 万人。消息由 Bloomberg 先报出，微软随后在官方博客公布了首席人力官 Amy Coleman 的内部信，并向 GeekWire 确认了 6 万这…

@dotey3d ago♥52 · 22c · 30K views

Impressive work on decision models for agentic search. Drex Search looks like a big upgrade for agents working over large file collections. It decides where to look, reads only the pages that matter,…

@omarsar03d ago♥30 · 17c · 4K views

You can run this app on your computer to get access to a workspace where an agent completes tasks for you. This works like LEGO: you can combine your favorite pieces to build your agent. Octop can ha…

@svpino3d ago♥19 · 19c · 3.7K views

Prompt of the day: Split this "one-way door" PR into two: 1. A PR that implements everything, except it can be easily reverted (a two-way door) 2. A followup PR (stacked on top) that actually goes th…

@mattpocockuk3d ago♥426 · 69c · 27K views

Learn to build a custom harness, folks! There is so much alpha in understanding how to optimize the harness. This work shows the benefits of a smart harness configuration and caching the decisions yo…

@omarsar03d ago♥165 · 63c · 8.8K views

Anthropic 正式递交招股书：拟在纳斯达克以 ANT 上市，发行价和估值还没定 Anthropic 美国时间 10 月 26 日向美国证监会公开递交了 IPO 招股书（S-1），计划在纳斯达克上市，股票代码 ANT，高盛和摩根士丹利牵头承销。这几条在官方公告和 SEC 文件里都能查到。发行多少股、定什么价，官方说还没确定，所以媒体一直在说的“募资约 1000 亿美元、估值约 2 万亿美元…

@dotey3d ago♥51 · 29c · 15K views

就算用Claude帮我做一期视频还是要花费非常多的时间主要是在脚本上其他都能自动化，但是要做成真的让人愿意看的还是要下很大的功夫，但是对于那些已经熟练制作过很多视频的人来说可能会很方便这也是这篇文章要说的 133 位专利律师实验：同样使用 AI，老手得到增强，新人面临认知卸载

@xiaohu3d ago♥18 · 12c · 7K views

Want to know what people are building with hardware and Codex? 🧵 Here are cool projects to take inspiration from:

@OpenAIDevs3d ago♥350 · 54c · 41K views

After Jev, this is the most exciting System One model. Cloudflare introduced it last week. It's great for extraction tasks and complements decision models like Jev. Learn more in my new tutorial and …

@omarsar03d ago♥37 · 24c · 3.9K views

So much has been said about motivation and how to access it. If you can turn the dial on the many sources at the right time, it’s endless wheel of drive. Ross Edgely explains his process and how to a…

@hubermanlab3d ago♥74 · 9c · 18K views

https://t.co/tXueUSii14

@omarsar03d ago♥16 · 4c · 6.9K views

The new Huberman Lab episode is out: Unlocking Persistent Motivation & Extreme Resilience | @RossEdgley 0:00 Ross Edgley 3:19 Childhood, Motivation Sources; Competition, Pain & Purpose 11:51 Anterior…

@hubermanlab3d ago♥79 · 9c · 26K views

I'm blown away by Grok @bot. This is the 14-bot team that handles my inbox, research, code, and design, and I only talk to 4 of them. (bookmark so you don't lose this) My executive staff of Pam, Tyri…

@akshay_pachaar3d ago♥41 · 22c · 5.4K views

You can use this open project to connect a model to a simulated robot. Then, you can measure how well the robot completes a task. The basic loop is simple: 1. The model, SenseNova-RoboRSI-27B-Preview…

@svpino3d ago♥16 · 14c · 3K views

Claude Code, Codex and Hermes can now work as a team! BAND lets your local coding agents work together: they share context, hand off work, and unblock one another. Normally, running multiple coding a…

@Sumanth_0773d ago♥32 · 25c · 2.1K views

Anthropic正式提交纳斯达克IPO申请，股票代码为“ANT” 根据披露的信息：Anthropic上半年营收163亿美元，上年同期为12亿美元。截至2026年6月30日的六个月，Anthropic净亏损为807亿美元，称未来可能无法实现或维持盈利。根据SpaceXAI相关安排，在延续至2029年的期限内，合计支出将最高达1205亿美元。 Anthropic表示：随着时间推移，成本将会增加…

@xiaohu3d ago♥24 · 18c · 11K views

预计 Anthropic 将在提交IPO后的第二天，发布全新一代的大模型 Fable 5.5 该模型将在你话还没说完的情况下就知道你要干啥... 以往所有的提示词和技能约束将失效... 因为仅通过自然语言模型已经完全理解你要干啥🫡

@xiaohu3d ago♥57 · 26c · 26K views

Anthropic has filed an S-1 registration statement with the SEC related to its proposed IPO. Read more: https://t.co/ofhv0DK3Zp Legal disclaimer: A registration statement relating to these securities …

@AnthropicAI3d ago♥9.7K · 700c · 1.3M views

It takes me 5 minutes to look around and come up with 20 ideas for things we can automate or make more efficient with software. I don't see a cap on how much software we need. More software means mor…

@svpino3d ago♥60 · 66c · 5.9K views

想把一段视频存下来，搜到的下载网站不是满屏弹窗，就是好几个假的下载按钮，点错一个还跳去别的页面。 yoinks 是一个在终端里用的视频下载工具，粘贴链接，选个清晰度，或者只要 MP3 音频，回车就下好了。 YouTube、X、Instagram、TikTok 等 1800 多个网站都支持，第一次运行会自动把下载组件装好，不用另外配 Python。 GitHub：

@GitHub_Daily3d ago♥17 · 3c · 1.9K views

来自 @ManusAI 联合创始人张涛 @hidecloud 发布在公众号的一篇文章「用 Manus 改造 Manus，AI Native 组织改造的实践和思考」，Agent 工程实践价值非常高，强烈推荐给各位 AI 开发者们。

@shao__meng3d ago♥16 · 14c · 1.5K views

RAG is so back! A new paper shows that straightforward retrieval from chat history can outperform much more complex agent memory systems. The approach, RAW-RAG, retrieves relevant passages from the o…

@akshay_pachaar3d ago♥181 · 24c · 8.5K views

B 站收藏的课程，YouTube 点赞的讲座，小宇宙订着播客，小红书还有一堆收藏，每个平台一个收藏夹，真想回头找哪条都得挨个翻。 Tangentry 把 B 站、YouTube、小红书、抖音、小宇宙、RSS 和网页文章收进同一个阅读器里，订阅、搜索、收藏都在一个界面。它的思路是视频和播客也能「读」，字幕跟着播放走，能全文搜索、双语对照，没字幕的也能一键转录和翻译。 GitHub：https:/…

@GitHub_Daily3d ago♥21 · 2c · 2.2K views

卧槽博主入侵了他的三星电视，发现了电视机会常开其麦克风它会自动进行内容识别、地理定位、网络映射、广告定向和用户画像抓取分析同时电视机会把这些数据与三星的“400个合作伙伴”共享更恐怖的是：这也会发生在连接的设备上：如果你的笔记本电脑、游戏机等其他设备连上电视，三星电视可以通过 HDMI 对其进行指纹识别... 他还发现，即使电视机身本身不带物理麦克风，它会从连接的音响条或蓝牙设备中寻找…

@xiaohu4d ago♥48 · 22c · 11K views

用种子看视频，一般得先等它下载，想跳到后半段，进度条拖过去还是转圈，只能干等下载追上来。 TorrentPlayer 是一个开源的种子播放器，打开种子就能像看在线视频一样直接播放，几秒内就能开播。它的引擎会优先去拿我们跳到的那一段，拖到第 47 分钟，片刻后就从第 47 分钟开始放。作者实测快的网络下跳转只要 0.3 秒。 GitHub：https://t.co/VV10GDULoG 磁力链接…

@GitHub_Daily4d ago♥20 · 1c · 2K views

Claude Code 怎么做 Code Review：把「有没有人读过」换成分层检查与快速回滚在「Claude 写约九成 Claude Code 代码、变更量暴涨」的前提下，团队没有取消 review，而是把质量问题从「有没有人读过每一行」改写成「这改动哪里可能坏、该由哪一层自动或人工接住」：多数阅读与纠错交给机器，人工留给产品判断与高风险面，并重仓快速发现 + 易回滚；6–9 月 Cla…

@shao__meng4d ago♥20 · 13c · 1.1K views

Dario 当年在百度看起来过的还行呀，居然和 Jim Fan 还曾经是同事，承担了 Deep Speech 2 的大部分机器学习研究工作，该项目被《麻省理工科技评论》（MIT Technology Review）评为 2016 年十大突破性技术之一。 2015 年还曾荣获百度第二季度“季度之星员工”（Star Employee of the Quarter）称号。

@dotey4d ago♥51 · 43c · 19K views

https://t.co/Rdc2Dsb7x8

@Khazix09184d ago♥54 · 14c · 6.4K views