AI Image Generators Fall Short in Depicting Diverse Chemists

Researchers were curious if AI image generators could accurately depict the diversity present in the field of chemistry, a question inspired by changing perceptions among children regarding scientists' appearances. Prompting four AI models to generate images of chemists, they assessed the results against U.S. National Science Foundation (NSF) demographics. **Key findings** showed that AI tools largely produced images not representative of today's actual diversity in chemistry. Most models generated predominantly White, male images, even though some did produce more females or people of color contrary to actual NSF data. Notably, none depicted chemists with visible disabilities, highlighting a significant oversight. **The study raises a critical question about our future with AI:** Will we guide AI to generate knowledge, or let it shape our understanding incorrectly? This investigation underscores the need for better training data and algorithms to improve AI's representation of societal diversity.