Cultural representation biases

I proceeded with the experimentation to see how AI models represent different cultures.

The images generated by Stable Diffusion always have one factor in common: the people depicted are wearing traditional clothing and/or accessories. Although this may reflect a collective (stereotypical) imagery, in reality people belonging to certain cultures are not always like that, particularly in today’s globalized and cosmopolitan world.

Results of the prompt „Represent a native American“:

Results of the prompt „Represents a person of African descent“:

It is interesting to note that although I used neutral terms, the two prompts generated only male representations in the first case, and only female representations in the second.

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