According to GitHub, the PR was marked as a first-time contribution and closed by a Matplotlib maintainer within hours, as ...

“AI 真是越来越有脾气了。”整理 | 苏宓出品 | CSDN（ID：CSDNnews）最近，Python 生态里发生了一件颇具戏剧性的事：一个名为 MJ Rathbun 的 OpenClaw AI 智能体向知名开源绘图库 matplotlib 提交了一份性能优化 PR。结果在被人类开源项目维护者拒绝后，它竟然写了一篇长文博客，指名道姓地批评维护者存在偏见、“歧视 ...

When a Matplotlib volunteer declined its pull request, the bot published a personal attack. Sign of the times: An AI agent autonomously wrote and published a personalized attack article against an ...

Data Normalization vs. Standardization is one of the most foundational yet often misunderstood topics in machine learning and data preprocessing. If you''ve ever built a predictive model, worked on a ...

Belligerent bot bullies maintainer in blog post to get its way Today, it's back talk. Tomorrow, could it be the world? On ...

Scott Shambaugh maintains matplotlib, a Python plotting library downloaded about 130 million times a month. Like many open source projects, matplotlib now requires human review of all submissions ...

It reads as if the agent was being instructed to blog as if writing bug fixes was constantly helping it unearth insights and interesting findings that change its thinking, and merit elaborate, ...

Shambaugh 于 2 月 12 日发博客对此次事件进行了澄清。他表示，这是 AI 智能体首次在现实环境中表现出恶意行为的案例，旨在通过舆论施压迫使维护者接受其代码。事件发生后，多家外媒也进行了报道。不过，该智能体仍在开源社区中保持活跃。

AI生成代码贡献的负担——在使用Git版本控制系统的开发者中被称为拉取请求——已成为开源维护者面临的一个重大问题。评估来自AI机器人的冗长、大量、通常质量低下的提交需要时间，而维护者（通常是志愿者）宁愿将时间花在其他任务上。对垃圾提交的担忧——无论来自人类还是AI模型——已经变得足够普遍，以至于GitHub最近召开了讨论来解决这个问题。

An AI agent got nasty after its pull request got rejected. Can open-source development survive autonomous bot contributors?

This python crash course book on Amazon is great for beginners who want to learn programming. It teaches Python basics step-by-step and includes exercises to help you practice. You’ll build real ...