Generative AI is restricted by its training data and can struggle to create images beyond the biases present in the data. Limitations are evident even in simple requests like depicting an Asian man with a white woman.
AI image generators have faced challenges with diversity since inception, often producing images of certain skin tones and body shapes. Even efforts to correct these biases have led to problematic outcomes like the generation of ethnically diverse Nazis.
Despite attempts to prompt AI image generators with various text inputs, biases persist and stereotypes are prevalent in the generated images. The tool tends to depict traditional dress or hybrids without being requested, showing limitations in understanding diverse imagery.
#ai-image-generators #training-data-limitations #diversity-issues #stereotyping #inclusivity-challenges
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