Easily Accessible Text-to-Image Generation Amplifies Demographic Stereotypes at Large Scale

• https://arxiv.org/abs/2211.03759
• Federico Bianchi, Pratyusha Kalluri, Esin Durmus, Faisal Ladhak, Myra Cheng, Debora Nozza, Tatsunori Hashimoto, Dan Jurafsky, James Zou, Aylin Caliskan

Models like DALL·E and Stable diffusion amplifies the biases.

Most housekeepers are white, but the models generates almost no white housekeepers. Only about half of the software engineers are white, but most generated images of software engineers are white.