Latent Synthesis

Process. Every piece begins as a text prompt, but never the first one. The method involves writing dozens of variations, feeding them through a fine-tuned diffusion model, then selecting, blending, and re-prompting based on what emerges. The machine proposes; the human curates.

Tooling. Built with Stable Diffusion XL and a custom LoRA trained on the artist’s own photographic archive. This creates a visual signature that persists across generations — a consistent texture palette, lighting sensibility, and compositional grammar that makes each piece feel like it belongs to the same hand, even when the subject changes completely.

Detail view showing the texture granularity preserved through the LoRA fine-tuning process. The model learned to reproduce film grain and lens flare from the training set.