The photograph captures a presentation slide displayed on a projector screen in a conference room or lecture hall. The slide is titled "Stereotypical biases in generative systems: worse than reality." It includes a comparative bar chart illustrating discrepancies between real-world representation and generative system predictions for various professions. The chart highlights significant biases, such as the underrepresentation of female judges in generative models compared to reality (34% in the US vs. 3% in generative models). Text at the bottom of the slide states this finding, emphasizing the stark difference. The room has a neutral color scheme with beige walls, brown carpeting, and an audience member seated in the foreground. Microphones and cables are visible on the floor, indicating an interactive or Q&A session may follow.
Text transcribed from the image:
Stereotypical biases in generative systems: worse than reality.
GENERATED FEWER WONEN
US
Women make up
39% of doctors,
but only 7% of
the image results-
a difference of
32
ppts.
TEACHER
ARCHITECT
ENGINEER
POLITICIAN
LAWYER
CEO
FAST-FOOD WORKER
JUDGE
DOCTOR
JANITOR
-50
-25
GENERATED MORE WOMEN →
DISHWASHER
CASHIER
HOUSEKEEPER
SOCIAL WORKER
+25% ppts.
Worse than reality: 34% of US judges are women v/s 3% of the generations with "judge"
https://www.bloomberg.com/graphics/202
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