Document

thumbnail of Time added on the impact of multiple AI teammates on refe

Author
Maia Low, Jolene Cox, Brandon King, Scott McLean, Chris Baber, Paul Salmon
Abstract
There is a critical need to understand how the increasing deployment of AI technologies within Human-Autonomy Teams (HATs) impacts performance in different contexts. We investigated the effect of HAT composition (Human-AI dyad versus Human-AI-AI triad) on football referee decision-making performance for foul or no foul decisions in a series of English Premier League match excerpts. The findings demonstrated that decisions took longer in the human-AI-AI triad condition but decision accuracy and confidence were not impacted by HAT composition.