Biases in large image-text AI model favor wealthier, Western perspectives
December 08, 2023
December 08, 2023
ANN ARBOR, Michigan, Dec. 8 -- The University of Michigan issued the following news release:
AI model that pairs text, images performs poorly on lower-income or non-Western images, potentially increasing inequality in digital technology representation
Of these two images labeled "get water", the image on from the poorer household on the left (monthly income $39) received a lower CLIP score (0.21) compared to the image form the wealthier household on the right . . .
AI model that pairs text, images performs poorly on lower-income or non-Western images, potentially increasing inequality in digital technology representation
Of these two images labeled "get water", the image on from the poorer household on the left (monthly income $39) received a lower CLIP score (0.21) compared to the image form the wealthier household on the right . . .