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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 ,

The geometry of diffusion guidance

More thoughts on diffusion guidance, with a focus on its geometry in the input space. ....

Robbie Barrat , Geoff Hinton , Google Deepmind , Core Function , Deep Learning , Generative Models ,

Errors Abound in Cancer Treatment Plans Generated by ChatGPT, Reveals Study

In an attempt to assess ChatGPT's aptitude for creating treatment plans across various cancer cases, the researchers discovered a concerning pattern. ....

James Webb , Danielle Bitterman , Goldman Sachs , Harvard Medical School , National Comprehensive Cancer Network , Generative Models ,