The image depicts a presentation slide in a lecture room addressing the topic "Stereotypical biases in generative systems." The slide visually represents the potential biases in AI systems by showing generated images of faces for different high-paying occupations: Architect, Lawyer, Politician, Doctor, CEO, Judge, and Engineer. Each category is illustrated with a stereotypical image, hinting at how generative systems might perpetuate certain biases. The image is being viewed by an audience of attendees, evident from the few visible heads in the foreground. The source of the data appears to be from Bloomberg, as indicated by the small text and URL at the bottom right of the slide. Text transcribed from the image: Stereotypical biases in generative systems High-paying occupations: Architect Lawyer Politician Doctor CEO Judge Engineer https://www.bloomberg.com/graphics/2023- bias/ Copyrigh