Fair & Responsible AI Workshop @ CHI2020

Designing AI with Monsters

Workshop paper

Graham Dove

Abstract Machine learning (ML) poses complex challenges for user experience (UX) designers. It’s statistical methods may produce unforeseen outcomes detrimental to particular groups or individuals. In this paper I discuss how a generative technology-as-monster metaphor can shine light on hidden assumptions and uncover areas of uncertainty when designing with ML. PDF


Dove, G. Designing AI with Monsters.

Dove, Graham. Designing AI with Monsters, n.d.

Dove, Graham. Designing AI with Monsters.