This usually happens when the prompt is too vague, contains conflicting instructions, or uses abstract concepts the model interprets differently. Try breaking your prompt into clear components: subject → style → setting → lighting → mood. Avoid negations like 'no background' — instead use positive alternatives like 'plain white background.' If a specific element isn't rendering correctly, move it to the beginning of your prompt since earlier terms carry more weight.