On the Effect of Contextual Information on Human Delegation Behavior in Human-AI collaboration

• DOI: 10.48550/arxiv.2401.04729
• Publication Date: 2024-01-01
• Authors: Philipp Spitzer; Joshua Holstein; Patrick Hemmer; Michael Vössing; Niklas Kühl; Dominik Martin; Gerhard Satzger
• Keywords: Delegate; Delegation; Leverage (statistics)

The constantly increasing capabilities of artificial intelligence (AI) open new possibilities for human-AI collaboration. One promising approach to leverage existing complementary is allowing humans delegate individual instances the AI. However, enabling effectively requires them assess both their own and AI's in context given task. In this work, we explore effects providing contextual information on human decisions an We find that participants with significantly improves team performance. Additionally, show delegation behavior changes when receive varying types information. Overall, research advances understanding interaction provides actionable insights designing more effective collaborative systems.