Of Deadly Skullcaps and Amethyst Deceivers: Reflections on a Transdisciplinary Study on XAI and Trust, 6th Workshop on Visualization for AI Explainability

Description

Does explainability change how users interact with an artificially intelligent agent? We sought to answer this question in a transdisciplinary research project with a team of computer scientists and psychologists. We chose the high-risk decision making task of AI-assisted mushroom hunting to study the effects that explanations of AI predictions have on user trust. We present an overview of three studies, one of which was carried out in an unusual environment as part of a science and art festival. Our results show that visual explanations can lead to more adequate trust in AI systems and thereby to an improved decision correctness.

Period	22 Oct 2023 → 27 Oct 2023
Event type	Conference
Location	AustraliaShow on map