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# Why doesn't my output match my reference?

Different models interpret references differently - some prioritize identity, others composition or style. Identity drift is a known behavior of current-generation AI models, not a PromptWise setting.

To improve consistency:

* use a Seed instead of raw reference images
* use models known for identity preservation
* generate multiple variations and select the best
* keep prompts specific about which reference controls what (via @ mentions)