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In this study, we delve into a particular bias largely overlooked in generative image research: Brilliance Bias. By age 6, many children begin to internalize the damaging notion that intellectual brilliance is a male trait\u2014a belief that persists into adulthood. Our findings demonstrate that popular image AI models possess this bias, further entrenching the misguided notion that exceptional intelligence is inherently male. This study calls for addressing brilliance bias in AI to ensure a more realistic representation of intellectual capabilities, helping shape a future where talent and brilliance are more broadly recognized.<\/jats:p>","DOI":"10.1007\/s00146-025-02752-6","type":"journal-article","created":{"date-parts":[[2025,12,9]],"date-time":"2025-12-09T04:41:59Z","timestamp":1765255319000},"page":"3121-3142","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["What does genius look like? 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