Koutian Wu

Koutian Wu

AI4Sci PhD @ UT-Austin. ex-Undergrad @ USTC.

UT Austin GenAI Society：从听 AI 到共同生产公共成果

less than 1 minute read

Published:

一个生成式 AI 学生社团，怎样才能不止于办讲座、转发资讯和追逐下一款模型？

作者：Koutian Wu；GitHub: ktwu01

GenAI Society at UT Austin 成立于 2024 年，公开定位横跨研究探索、产业创业与社会文化讨论。这份横纵分析把它放回 UT Austin 的 AI 发展脉络，也将它与校内外的 AI 学生组织并置，追问一个更具体的问题：它如何把短期注意力转化为成员持续参与、校园真实使用和可公开复用的成果？

报告提出一个可执行的方向：以 4 至 6 周为一期，组织跨专业学生围绕真实、低风险的校园问题完成原型、风险卡和复盘。评价标准不是报名人数，而是成果是否有人使用、能否复现，以及成员是否愿意继续参与。

完整 HTML 研究报告：UT Austin GenAI Society：从「听 AI」走向「共同生产公共成果」

You May Also Enjoy

Luck Sourcing: The Sourcing of Getting Lucky

2 minute read

Published:

A long time ago, I came across a book called Chase, Chance, and Creativity: The Lucky Art of Novelty（《追逐、机遇和创造力：新奇的幸运艺术》）. I no longer remember everything in it, but its central idea stayed somewhere in the back of my mind: luck and creativity are not entirely random. Chance may arrive unexpectedly, but we can still choose how often we encounter it and whether we are ready to recognize it.

Luck Sourcing：主动寻找好运

less than 1 minute read

Published:

很久以前，我偶然看到一本书，叫 Chase, Chance, and Creativity: The Lucky Art of Novelty（《追逐、机遇和创造力：新奇的幸运艺术》）。我已经不记得书里的全部内容了，但它的核心想法一直留在我脑海中的某个角落：运气和创造力并不完全是随机的。机遇也许会意外到来，但我们仍然可以选择自己遇见它的频率，以及当它出现时，我们是否已经准备好认出它。

The GitHub Apps You Installed Months Ago Still Have Full Access. Go Check.

5 minute read

Published:

I was in the middle of setting up a second Cloudflare backup, verifying one dataset and configuring another, when the AI agent helping me flagged something unrelated: while listing what had access to my GitHub account, one authorization stood out as unusually broad. That single flag turned into an hour of reviewing GitHub’s installed-apps list, and it was worth every minute.

你几个月前装的那个 GitHub App，权限可能还全开着，去看看

less than 1 minute read

Published:

我当时正在配置第二份 Cloudflare 备份——核实一份数据、再搭建另一份——帮我干活的 AI Agent 顺手提醒了我一件不相关的事：在列出哪些东西能访问我的 GitHub 账号时，有一项授权的范围明显大得不正常。就是这一句提醒，让我花了一个多小时去仔细过了一遍 GitHub 的已安装应用列表，而这一个小时非常值得。