turing — e/acc @linus_turing
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刚开始咱想喷 openai 用 rust 来写 codex 会极大的影响开发效率，毕竟当时 openai 的 coding agent 水平确实不太行。 今天密集体验了 codex cloud，不得不吹一句 codex rust 版本是真的吊。
Today we're excited to introduce Orchids, the worlds first AI Full Stack Engineer . Orchids sets state-of-the-art on UI and fullstack capability, ranking #1 on UI Bench and Design Arena - beating Devin, Lovable, Cursor, Bolt, Replit, and v0. Orchids is capable of implementing…
@dotey codex 可以直接简化为使用 `codex --yolo` `codex --yolo` 等价于 `codex --sandbox danger-full-access --ask-for-approval never`
宝玉老师说的对，真正靠谱的方案是用子Agent 来分发子任务。我们医学 DeepResearch 的方案用的就是主子 Agent 的架构。这种方式可以减轻主 Agent 的上下文压力，比如阅读任务有时候要读一篇几十页的论文，把这个任务转交给子 Agent，主 Agent 就只需要处理阅读摘要后的结果，不然主 Agent…
宝玉老师说的对，真正靠谱的方案是用子Agent 来分发子任务。我们医学 DeepResearch 的方案用的就是主子 Agent 的架构。这种方式可以减轻主 Agent 的上下文压力，比如阅读任务有时候要读一篇几十页的论文，把这个任务转交给子 Agent，主 Agent 就只需要处理阅读摘要后的结果，不然主 Agent…
Today Thinking Machines Lab is launching our research blog, Connectionism. Our first blog post is “Defeating Nondeterminism in LLM Inference” We believe that science is better when shared. Connectionism will cover topics as varied as our research is: from kernel numerics to…
之前和一位朋友聊了我是怎么做 vibe coding 的，今天他把我的方法公开了，可以顺便看看（我那 OCAT 至今仍然是采用这样的方式实现了“99% 的代码都是 AI 写的”）：mp.weixin.qq.com/s/ql8op9iikDwB…
today feels surreal. on the same day i was included in the time100 ai list, we shared internally that i’m transitioning from leading model behavior to begin something new at openai. building the team, discipline, and craft of model behavior over the past couple of years has been…
我现在固定使用三个屏幕了，笔记本的屏幕用来给不需要我监督的后台 AI 发送任务。中间的大屏幕用来我自己写代码。右边的竖屏用来监督 Claude Code 干活。
There is significant unmet demand for developers who understand AI. At the same time, because most universities have not yet adapted their curricula to the new reality of programming jobs being much more productive with AI tools, there is also an uptick in unemployment of recent…
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不要被“AI 时代只需要通才”这样的话误导而停止对专业的精进，AI 提升的是能力的下限，AI + 通才还是通才，不会让你变成某个领域的专家，通才通常意味着啥都不精，做啥都不行。 在没有 AI…
Parallel agents are emerging as an important new direction for scaling up AI. AI capabilities have scaled with more training data, training-time compute, and test-time compute. Having multiple agents run in parallel is growing as a technique to further scale and improve…
DeepSeek的UE8M0 FP8优化：国产AI与半导体协同的战略转折点 在人工智能训练和推理加速的竞赛中，浮点数（Floating…
DeepSeek的UE8M0 FP8优化：国产AI与半导体协同的战略转折点 在人工智能训练和推理加速的竞赛中，浮点数（Floating… https://t.co/M47lhAaUTt
Claude Code 为什么这么好用？背后的“魔法”是什么？是它精心设计的提示工程和上下文管理，一起看看 👇 Claude Code 为什么“就是好用”？ 许多开发者对它“几乎无脑好用”的体验赞不绝口。作者通过设置 @LiteLLM 代理，拦截 Claude Code 与 Anthropic API…
Claude Code 为什么这么好用？背后的“魔法”是什么？是它精心设计的提示工程和上下文管理，一起看看 👇 Claude Code 为什么“就是好用”？ 许多开发者对它“几乎无脑好用”的体验赞不绝口。作者通过设置 @LiteLLM 代理，拦截 Claude Code 与 Anthropic API… https://t.co/w4k3sa90q8
分享一下AutoGLM负责人刘潇的Agent的一些思考： 1、AGI的上限和下限 AGI是一个范围。谁能先摸到下限，谁可能就会最早看到AGI的曙光。 他觉得AGI的下限是，有个AI agent能独立工作一整天，完成24小时的任务，像工作中的同事 2、和Manus等有什么不同？…
Siri 的智商停留在14年前，想让苹果做一个能控制手机系统和软件的 Agent？ 目测五年内搞不出来，想都别想了。 但上周智谱的朋友跟说，他们让 AutoGLM 邪修了一套方案。 竟然给每个 iPhone 配了一台云安卓。。。 就这样， 安卓上能操控各家 App 的通用智能体，iPhone 用户也可以玩了。…
还记得之前给大家介绍的AI操作手机的框架 DroidRun吗？现在又一个类似项目 mobile-use 开源了。 而他们官方描述得非常惨，说他们之前是这个榜单的第一名，比 Google Deepmind…
今天直播讲了上下文工程和提示词技巧，又是两个小时，备课下了不少功夫，所以最近我发推都少了。 课件在 deeptoai.com , 用 Claude Code 做的课件，互动式的，但是做的不够精细，凡事精细的东西都需要认真打磨。
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