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Sony researchers uncover bias against skin with yellow hues in AI algorithms

About the study: For their study published on Sept. 10, Sony AI's research team employed colorimetry to derive quantitative metrics and assess standardized skin tone scales that AI tech companies have adopted in their tools, such as the Monk Skin Tone Scale and the Fitzpatrick scale. The researchers quantified skin color bias in face datasets and generative models, breaking down results by the skin color of saliency-based image cropping and face verification algorithms. ....

Malo Santo , Monk Skin Tone Scale , Ellis Monk , Skin Tone , Ai Algorithms , Generative Models ,

How biased AI algorithms impact the lives of vulnerable communities

Bad data does not only produce bad outcomes. It can also help to suppress sections of society, for instance vulnerable women and minorities. This is the argument of my new book on the relationship between various forms of racism and sexism and artificial intelligence (AI). The problem is acute. ....

United States , Elon Musk , Bill Gates , Mark Zuckerberg , University Of London , North America , Silicon Valley , Arshin Adib Moghaddamprofessor , Global Thought , Comparative Philosophies , Ai Algorithms , Algorithmic Systems , Ai Algorithms ,