With AI deployment globally, it is important for everyone’s representation to be present in these tools, Rada Mihalcea, professor of computer science and engineering, believes. A University of Michigan study led by Mihalcea found that OpenAI’s CLIP, a model that pairs text and images, performs poorly on images that portray low-income and non-western lifestyles.