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

Barcelona, Spain · May 2026

Posters · Digital Life & Emerging Technology in Psychology

  • 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.

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