What it does well
Moodboarding, variation generation, styling combinations, and concept exploration.
What it does poorly
Reliable fabric behavior, true fit comfort, and physical detail that was never provided to the model.
Gen AI Explainer
What Generative AI Can And Cannot Infer In Fashion
Generative AI is good at remixing visual patterns and turning clear prompts into options. It is worse at comfort, garment construction, and the real-world behavior of materials unless that context is explicitly supplied.