APS
2026 APS Annual Convention · 2026
When It Matters to You: Perceived Accuracy Differences Favoring AI Algorithm over Humans Emerge Only When Participants Are Highly Interested In the Task
- Nalan Akın
Koç University, Türkiye - Zeynep Cemalcılar
Koç University - Lemi Baruh
The University of Queensland
Abstract
This study investigated whether task interest influences perceived accuracy of an AI algorithm compared to humans. Participants (N=78) rated trivia predictions from algorithm, previous participants, or no source. The algorithm was rated as the most accurate, but this advantage emerged only for questions in subjects participants reported greater interest in.