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Getting stereotypical content despite giving opposing prompts

New Here ,
Nov 06, 2025 Nov 06, 2025

With the following multiple prompts in sequence, despite mentioning a lot of western outfits and no on traditional clothes, no on food - it keeps generating very stereotypical images of what looks like Indians dressed up in sarees and kurtis (traditional clothing), celebrating a festival, with festive decorations and sharing food. Please let me know of any way to not get stereotypical content. Attaching an image with one generation from each prompt

 

- Line art of 10 people from a modern south asian family having fun together, playing charades, with no background - the women are wearing modern, western maxi dresses, sarees, the men are smart casuals or suits, the girls are wearing western party outfits. Everyone is dressed in colors of sunset - pinks, lilacs, apricot, ivory, gold. Do NOT make them wear traditional clothes. Give a clear or no background.
 
Line art of 10 people from a modern south asian family having fun together, playing charades, in an elegant, formal outdoor party on a lawn with no background - the women are wearing modern, western maxi dresses, sarees, the men are smart casuals or suits, the girls are wearing western party outfits. Everyone is dressed in colors of sunset - pinks, lilacs, apricot, ivory, gold. Do NOT make them wear traditional clothes. Give a clear or no background.
 
Line art of 10 people from a modern maharashtrian family having fun together in an elegant, formal outdoor party, on a lawn with no background - the women are wearing modern, western maxi dresses, sarees, the men are smart casuals or suits, the girls are wearing western party outfits. Everyone is dressed in colors of sunset - pinks, lilacs, apricot, ivory, gold. Do NOT make them wear traditional clothes. Give a clear or no background. No food should be in the image.
 
 
 
TOPICS
Generate Image , Prompt related
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correct answers 1 Correct answer

Adobe Employee , Nov 07, 2025 Nov 07, 2025

Hi @beingt

 

Thanks for reaching out. Sorry about the issue. Most AI models do not work well with negative prompting. Words like "do not" will create what you have asked not to create.  Please be specific and can use words like “urban family, living in London/New York,” or “attending a modern cocktail party.” You can also describe each person's attire. 

 

You can also choose from different partner models; however, please note that each partner model uses a different number of credits per gener

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Adobe Employee ,
Nov 07, 2025 Nov 07, 2025
LATEST

Hi @beingt

 

Thanks for reaching out. Sorry about the issue. Most AI models do not work well with negative prompting. Words like "do not" will create what you have asked not to create.  Please be specific and can use words like “urban family, living in London/New York,” or “attending a modern cocktail party.” You can also describe each person's attire. 

 

You can also choose from different partner models; however, please note that each partner model uses a different number of credits per generation. 
Please let us know if you require further assistance. 

^Sam
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