Humans Are Biased. Generative AI Is Even Worse

An analysis of AI generated images finds that it takes racial and gender disparities to extremes.

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Overview

Stable Diffusion generates images using artificial intelligence, in response to written prompts. Like many AI models, what it creates may seem plausible on its face but is actually a distortion of reality. An analysis of more than 5,000 images created with Stable Diffusion found that it takes racial and gender disparities to extremes — worse than those found in the real world.

This phenomenon is worth closer examination as image-generation models such as Stability AI’s Stable Diffusion, OpenAI’s Dall-E, and other tools like them, rapidly morph from fun, creative outlets for personal expression into the platforms on which the future economy will be built.