Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design
This workshop explores the influence of AI systems on human decision-making - algorithmic authority - and the broader concept of technology dominance, which includes both positive and negative impacts of AI reliance. Drawing from diverse fields such as Human-AI Interaction, Sociology, Epistemology, and Cognitive Science, the workshop will discuss theoretical foundations, empirical studies, and design implications of AI’s role in shaping human judgment and behavior. The objectives are to examine in-depth the concepts of algorithmic authority and technology dominance, and identify metrics for their assessment. The workshop aims to foster interdisciplinary collaboration and produce practical design principles that help to counter risks associated to AI technology dominance and thus foster a responsible use of AI systems.
Authors
- Ben Wilson (ORCID: https://orcid.org/0009-0004-5663-5854)
- Alberto Termine (ORCID: https://orcid.org/0000-0001-5993-0948)
- Alessandro Facchini (ORCID: https://orcid.org/0000-0001-7507-116X)
- Chiara Natali (ORCID: https://orcid.org/0000-0002-5171-5239)
- Caterina Fregosi (ORCID: https://orcid.org/0009-0004-7626-8131)
Institutions
- University of Applied Sciences and Arts of Southern Switzerland (CH)
- Dalle Molle Institute for Artificial Intelligence Research (CH)
- Swansea University (GB)
- École Polytechnique Fédérale de Lausanne (CH)
- University of Milano-Bicocca (IT)
Publication Details
- Published
- 2024-11-20
- DOI
- https://doi.org/10.1145/3687272.3691363
- Citations
- 1
- Primary Topic
- Ethics and Social Impacts of AI
- Type
- article
- Field-Weighted Citation Impact
- 0.53