Most people treat AI image generation like a slot machine.

They prompt and hope for consistency. It won't come. Randomness isn't a model flaw — it's what happens when you give a capable tool zero constraints. The model isn't wrong. You just haven't given it an identity to protect.

• Fix elements that never change: color palette, silhouette, proportions, lighting

• Vary only fluid elements: environment, context, metaphor

• Build one anchor image. Every future generation aligns to it.