Custom LoRA training on the Arise collection. Embedding design vocabulary into a text-to-image model, and why the captions turned out to be the real design document.

Exploring the Singer 119W1 hemstitcher as a drawing tool. Open-work patterns that treat negative space as active structure.

How stretch performance fabrics respond to hypothetical low-gravity environments, drape mechanics, seam tension, kinetic expression.