Frank Elavsky

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数据科学助理教授,研究方向为数据可访问性与交互。

人机交互研究是否会助长反社会做法?AI 是否让事情变得更糟?

作者 Frank Elavsky 提出一个有争议的判断:HCI 研究在结构上既是“反独裁”的(迫使产品负责人接受用户检验、承认自己视角有限),也是“制造疏离”的(研究者作为中介,把用户知识单向抽走再交给掌握预算的一方,形成新的权力不对称)。 他进一步认为,这种“知识抽取”模式正是 AI 代理规模化替代 HCI 的土壤:数百万美元的创业公司声称用类人 agent 做用户研究,比真人更高效,于是 HCI 变成通往“合成知识生产”的跳板,而真正弱势用户被进一步边缘化。 作者主张 HCI 应转向“罗宾汉式”研究——利用企业资金做更普惠的无障碍基础设施与公共建设,让弱势群体获得话语权、预算与席位,而非只为产品 KPI 服务。 文末推荐 Sum 等关于障碍正义的 HCI 入门读物,并承认自己经费多来自 Adobe、Apple 等公司,以此自我定位讨论的张力。
评论点赞收藏16 天前

Python 笔记本环境禁用生成式 AI 指南

Colab 默认开启 AI 补全,教师用元数据禁用它。在 ipynb 文件 metadata 中添加 "generative_ai_disabled": true,或通过 Colab 界面 Edit > Notebook Settings > AI Assistance 关闭。 学生复制文件时自动继承该设置。作者认为 AI 补全不利于学习基础概念,但学生可自行重新开启。
评论点赞收藏37 天前

宣布:Skeleton,我博士研究的集大成之作

Frank Elavsky 博士论文成果 Skeleton 被 IEEE VIS 2026 接收。针对视障数据体验创作难题,团队开发了可视化工具,让健全人也能直观编辑图表的非视觉导航结构。 研究发现,当设计师能看见并操作这些非视觉元素时,会将同等重视,并主动迭代优化视觉与非视觉体验。
评论点赞收藏75 天前

别再吹嘘“AI只是工具,关键看怎么用”了

作者从HCI博士研究视角,犀利反驳“AI只是工具,关键在于怎么用”这一流行观点。指出该说法掩盖了AI在环境破坏、数据盗窃及对人类认知塑造上的系统性危害。 文章引用海德格尔技术哲学,强调工具并非中性,而是通过设计反向塑造使用者。对于关注AI伦理、技术社会影响及批判性思维的读者,提供了超越常规“提示词技巧”的深度思考框架。
评论点赞收藏76 天前

论文终稿完成:关于“博士毕业”的三个版本

CMU HCI博士Frank Elavsky梳理了博士毕业的三个里程碑:通过答辩被社会认可、学校正式归档文件、以及最后的学位服加冕仪式。作者结合自己从CMU去Cal Poly任教的经历,指出官方流程可能滞后于答辩数月,且不同学科在仪式中的颜色代表含义不同。 这对正在经历或关注学术生涯路径的读者提供了清晰的阶段性视角。
评论点赞收藏81 天前

Who actually reads a PhD dissertation?

[ EDIT: 07/2026 ] This blog post was originally written when I first submitted my thesis for review with my committee, prior to my defense. But now, the final draft is available. All of the links belo...
评论点赞收藏164 天前

You’re welcome to attend my thesis defense!

Greetings! This is an invite to attend my thesis defense, which is a public, hybrid-friendly event. This event will not be recorded. Details April 29th, 2026 at 12pm noon Eastern Time In person (NSH 4...
评论点赞收藏175 天前

On genAI: Was prototyping really a bottleneck?

(This post is a part of my new mantra moving to Cal Poly SLO: “move SLO and repair things,” which is in direct tension with the mantra from the tech industry “move fast and break things” as well as a ...
评论点赞收藏206 天前

5 reasons why I didn’t choose an R1

I cast a wide net this job market season. I wasn’t sure where the jobs would be, and I was pretty confident that things would be competitive (since the state of industry means more people who are on t...
评论点赞收藏225 天前

Life advice to a graduating student

Obviously, my advice here is intended towards students who are graduating even though it is written towards myself. Some stuff I say here, like referencing my upbringing or my theology/philosophy degr...
评论点赞收藏238 天前

Recap: 2025

I want to start off this little recap by stressing that I know I am privileged. I have no doubt. I have had a wonderful year, full of friends and adventures. The world felt like it had begun to disint...
评论点赞收藏255 天前

ZIRP+174 Took Your Job, not AI

I saw a chart going around on social media with “chatGPT released” overlaid on data showing two lines: the SP 500 and Total Job Openings. I added two new annotations (174 and ZIRP) to add more context...
评论点赞收藏331 天前

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