Neutral Prompts, Non-Neutral People: Quantifying Gender and Skin-Tone Bias in Gemini Flash 2.5 Image and GPT Image 1.5 | ScienceToStartup | ScienceToStartup

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References (24)

[1]

Gender and content bias in Large Language Models: a case study on Google Gemini 2.0 Flash Experimental

2025Roberto Balestri

[2]

AI Dermatochroma Analytica (AIDA): Smart Technology for Robust Skin Color Classification and Segmentation

2024Abderrachid Hamrani, Daniela Leizaola et al.

[3]

Examining Multimodal Gender and Content Bias in ChatGPT-4o

Founder's Pitch

"Develop a diagnostic tool to evaluate and quantify biases in commercial image generation models using neutral prompts."

Bias Detection in Image AI•Score: 5•View PDF ↗

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0-10 scale

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2.5

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2/4 signals

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2.5

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Neutral Prompts, Non-Neutral People: Quantifying Gender and Skin-Tone Bias in Gemini Flash 2.5 Image and GPT Image 1.5

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References (24)

Founder's Pitch

"Develop a diagnostic tool to evaluate and quantify biases in commercial image generation models using neutral prompts."

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Neutral Prompts, Non-Neutral People: Quantifying Gender and Skin-Tone Bias in Gemini Flash 2.5 Image and GPT Image 1.5

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References (24)

Founder's Pitch

"Develop a diagnostic tool to evaluate and quantify biases in commercial image generation models using neutral prompts."

Commercial Viability Breakdown

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