Use Reference Images to Eliminate Unnecessary Decisions
Use reference images to hold stable visual facts outside the prompt.
Capture
Text descriptions of people, props, and locations remained visually unstable.
Characters changed face, age, hairstyle, and clothing. The violin, case, room, and furniture drifted. A successful generation could not guarantee that the next shot belonged to the same world.
Why
The words accurately described the intended nouns.
It seemed reasonable that repeating the same description would reproduce a sufficiently similar person or environment.
Why-Not
A description identifies a category, not an exact appearance.
The generator still chose facial structure, proportions, wardrobe details, lighting, pose, object design, and room layout. Each choice reopened continuity.
The scar was realizing that repeated language does not preserve a visual decision. It merely repeats the request to make it again.
Commit
Decision: Establish important identities, props, wardrobe, environments, and compositions with approved reference images.
When a satisfactory visual decision exists, preserve and reuse it rather than asking the model to recreate an equivalent from prose.
The image now carries many of the stable decisions. This creates a division of labor between image and prompt that must be made explicit.
Timestamp
2026-07-24