Stable Diffusion 2, XL, and 3 all produce starkly male-dominated and ethnically skewed images of software engineers, with SD3 shifting from White to Asian dominance while still suppressing Black and Arab representation.
AI Image Statistics for 2024: How Much Content Was Created by AI,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.SE 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
support 1representative citing papers
citing papers explorer
-
How Do Generative Models Draw a Software Engineer? A Case Study on Stable Diffusion Bias
Stable Diffusion 2, XL, and 3 all produce starkly male-dominated and ethnically skewed images of software engineers, with SD3 shifting from White to Asian dominance while still suppressing Black and Arab representation.