In this image, a speaker is presenting on the topic of "Stereotypical biases in generative systems" at a conference or seminar. The presentation slide displayed on the large screen at the front of the room highlights the disparity in the portrayal of different occupations by generative systems, dividing them into high-paying and low-paying categories. The slide features faces generated for various high-paying jobs such as Architect, Lawyer, Politician, Doctor, CEO, Judge, and Engineer, contrasting them with those for low-paying jobs including Janitor, Dishwasher, Fastfood worker, Cashier, Teacher, Social worker, and Housekeeping. The audience is intently focused on the presentation, with some participants seated and others standing. The room has modern lighting and a standard conference layout, contributing to a professional and educational atmosphere. Text transcribed from the image: Stereotypical biases in generative systems High-paying occupations: Architect Lawyer Politician Doctor CEO Judge Engineer Low-paying occupations: Janitor Fastfood worker Cashier Teacher Dishwasher Social worker Housekeeping https://www.bloomberg.com/graphics/2023 Cop TXC