Uncanny or Not? Perceptions of AI-Generated Faces in Autism

As artificial intelligence (AI) systems become increasingly sophisticated at generating synthetic human faces, understanding how these images are perceived across diverse populations is important. This study investigates how autistic individuals/individuals with autism perceive AI-generated faces, focusing on the uncanny valley effect. Using a qualitative approach, we analyzed discussions from the r/autism community on Reddit to explore how autistic participants/participants with autism describe their experiences with AI-generated faces and the uncanny valley phenomenon. The findings suggest that autistic people/people with autism may experience the uncanny valley differently, often reporting stronger discomfort with real human faces than with artificial ones. This research contributes to our understanding of visual perception in autism and has implications for the development of inclusive AI systems and assistive technologies.

Publication Details

Journal
ArXiv.org
Published
2025-07-11
Primary Topic
Autism Spectrum Disorder Research
Type
article
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article

Uncanny or Not? Perceptions of AI-Generated Faces in Autism

ArXiv.org
Autism Spectrum Disorder Research
article

Uncanny or Not? Perceptions of AI-Generated Faces in Autism

article en

Abstract

As artificial intelligence (AI) systems become increasingly sophisticated at generating synthetic human faces, understanding how these images are perceived across diverse populations is important. This study investigates how autistic individuals/individuals with autism perceive AI-generated faces, focusing on the uncanny valley effect. Using a qualitative approach, we analyzed discussions from the r/autism community on Reddit to explore how autistic participants/participants with autism describe their experiences with AI-generated faces and the uncanny valley phenomenon. The findings suggest that autistic people/people with autism may experience the uncanny valley differently, often reporting stronger discomfort with real human faces than with artificial ones. This research contributes to our understanding of visual perception in autism and has implications for the development of inclusive AI systems and assistive technologies.

ArXiv.org
Reduced inequalities
Openalex Percentile: Top 47%
Autism Spectrum Disorder Research
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Uncanny or Not? Perceptions of AI-Generated Faces in Autism · ArXiv.org (2025) | TGRS Research Map | TGRS