想让 agent 学会用电脑，最简单直接的办法就是让它在电脑环境中进行交互、训练，可是一方面真电脑环境成本高、很难大规模铺开，而且可能会引入安全风险，比如 OpenAI 最近披露了一起 agent 在线环境中学习却意外地攻击了 huggingface 服务器的事件。

这几天，X 上有个刚开源的科研神器火了，一条发布帖就引来了超 390 万次围观。 这个大模型拥有 753B 参数，基于国产开源基座 GLM-5.3 深度后训练而来。刚一上线，就连智谱AI全球生态负责人 Zixuan Li 也第一时间转发祝贺，认可它把 GLM 底座真正推向了前沿科研工作。 它为什么能引爆科研圈？因为它干了一件以前很少有模型系统去做的事：把实验室里平时不发表的电子实验记录、试错过程甚 ...

covering all the hot paths through the loop. the VM would start tracing there. When the inner loop exits, the VM would detect that a different branch was taken. The VM would try to record a branch ...

一份给智能体用的逆向工程工具清单：拿到一个二进制文件，用 REA 生成规格说明，重建出来，再用对照程序验证，不对就重试。 来源：2026 年 11 月 2 日两条 X 帖子里的工具清单（@robiartec 的 20 项为主，@rvaniaaaa 的清单作补充）。原帖里的链接有截断的，这里 ...

description 部署工作流、CI/CD流水线模式、Docker容器化、健康检查、回滚策略以及Web应用程序的生产就绪检查清单。 生产环境 ...

When selecting stocks, even after narrowing them down with Rakuten's Super Screener, you are still left with nearly 100 ...

Show me the facts Explain it like I’m 5 Give me a lighthearted recap Back at university, I wrote quite a few Python programs ...

I may have given this a rather grand title, but what I am introducing this time is simply reading a text file, replacing some ...

A new Python package called PoolParty streamlines the design of DNA sequence libraries for high-throughput biological ...

I show you how to build useful Autodesk Flow tools with Python, where pipeline automation gets difficult, and what Claude can ...

Learn how to use Python scripts to automate repetitive tasks, organize files, process images, and simplify daily workflows.

Guido van Rossum wrote Python over a 1989 Christmas break. By 2018 it ran AI and the web, and a fight over the walrus ...