Blog/Published 2026-08-20
A controlled test on one subject — aspect and stylize push a product shot into a mood shot.
Twenty artist names will not fix framing. They make a collage you have already seen. Framing is where the subject sits, and how far the model may “round.”
I run two jobs: same subject, lens, and negatives; one parameter changes. Change two and you will not know who deleted a part.
Wrong ratio means every style word is first aid on a dead frame. Fix ratio first.
High values look better and lie more about part counts. I drop stylize for explainer art and raise it for mood. Do not ask one frame for both accurate parts and film fog.
Write the winning pair into a template, not into chat memory. Rerun after a version bump. Defaults drift.
Parameters will not save type or logos. Overlay later.