Stereotypical Bias Peaks in First Responses of DALL-E3
Arnold S (2026)
Publication Type: Conference contribution
Publication year: 2026
Publisher: Springer Science and Business Media Deutschland GmbH
Book Volume: 82 LNISO
Pages Range: 129-134
Conference Proceedings Title: Lecture Notes in Information Systems and Organisation
Event location: Würzburg
ISBN: 9783032084798
DOI: 10.1007/978-3-032-08480-4_9
Abstract
This study investigates the presence of stereotype bias in the first images produced by repeatedly prompting text-to-image systems, particularly DALL-E3. The motivation for this study lies in the concern that the primacy effect could amplify stereotypical biases in users’ perceptions. Through a questionnaire survey, participants were asked to rank images based on perceived stereotypical content. Results indicate a pronounced bias in the first images generated, with statistical analysis confirming a significant association between the order of image presentation and the perception of stereotypical bias.
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How to cite
APA:
Arnold, S. (2026). Stereotypical Bias Peaks in First Responses of DALL-E3. In Christoph M. Flath, Gunther Gust, Frédéric Thiesse, Axel Winkelmann (Eds.), Lecture Notes in Information Systems and Organisation (pp. 129-134). Würzburg, DE: Springer Science and Business Media Deutschland GmbH.
MLA:
Arnold, Stefan. "Stereotypical Bias Peaks in First Responses of DALL-E3." Proceedings of the 19th International Conference on Wirtschaftsinformatik, WI 2024, Würzburg Ed. Christoph M. Flath, Gunther Gust, Frédéric Thiesse, Axel Winkelmann, Springer Science and Business Media Deutschland GmbH, 2026. 129-134.
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