Designing Up with Value-Sensitive Design: Building a Field Guide for Ethical ML Development

Using the findings from the ethical sensitivity studies, I designed and tested a field guide for ethical machine learning development using a method called Value Sensitive Design. This piece also connected the idea of “studying up” with value sensitive design. The paper is here, and the field guide is here.