A1 Refereed original research article in a scientific journal

Understanding how personality traits, experiences, and attitudes shape negative bias toward AI-generated artworks




AuthorsGrassini Simone, Koivisto Mika

PublisherSpringer Nature

Publication year2024

JournalScientific Reports

Journal name in sourceSCIENTIFIC REPORTS

Journal acronymSCI REP-UK

Article number4113

Volume14

Issue1

Number of pages15

ISSN2045-2322

eISSN2045-2322

DOIhttps://doi.org/10.1038/s41598-024-54294-4(external)

Web address https://doi.org/10.1038/s41598-024-54294-4(external)

Self-archived copy’s web addresshttps://research.utu.fi/converis/portal/detail/Publication/387263695(external)


Abstract
The study primarily aimed to understand whether individual factors could predict how people perceive and evaluate artworks that are perceived to be produced by AI. Additionally, the study attempted to investigate and confirm the existence of a negative bias toward AI-generated artworks and to reveal possible individual factors predicting such negative bias. A total of 201 participants completed a survey, rating images on liking, perceived positive emotion, and believed human or AI origin. The findings of the study showed that some individual characteristics as creative personal identity and openness to experience personality influence how people perceive the presented artworks in function of their believed source. Participants were unable to consistently distinguish between human and AI-created images. Furthermore, despite generally preferring the AI-generated artworks over human-made ones, the participants displayed a negative bias against AI-generated artworks when subjective perception of source attribution was considered, thus rating as less preferable the artworks perceived more as AI-generated, independently on their true source. Our findings hold potential value for comprehending the acceptability of products generated by AI technology.

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Last updated on 2024-26-11 at 18:13