Every finished frame carries a history. A hand-drawn sketch becomes a photoreal image under custom diffusion; that image is converted to editable 3D; the 3D structure widens the shape language and feeds new variants back up the chain. The path broadens while the look refines.
These are real assets from the Gothic Mechanica corpus, traced across the workflow stages. Some chains are complete; others are placeholders we will fill as the pipeline runs — marked accordingly. New here? Start with The Method for the full story, or dive into a domain below.
The chain is non-linear: a generative image can be converted to 3D, and a 3D structure can be re-rendered back into a new generative image. The stages describe medium, not strict order.
From the Hybrid-3D LDM whitepaper. The hand sketch shades into a 2D image, converts to a 3D master scene, and that scene populates the three output modalities. ZBrush, Maya, Substance, and Unreal carry the asset from sculpt to staged plate.
One character, traced end-to-end. Sculpted in ZBrush, exported as a clean clay render, then realized photoreal under the custom diffusion model — the same horned headpiece, the same shoulder-creature pauldron, the same profile, at every step.
Each row is one subject caught at two or more points along its life. Read left to right as the medium hardens — graphite, then clay, then a generative frame, then editable geometry. What you are watching for is persistence: the silhouette that survives the jump from one tool to the next. When a hull stencil, a horn, or a visor reappears unchanged three cells over, the lineage is no longer a claim — it is evidence.
Most chains in this corpus begin in 3D; a true hand-drawn origin is rare, which makes this one worth pausing on. The single red accent in the graphite is not decoration — it is the red rule of Gothic Mechanica carried in from the very first stroke: red lives only on a body, never in the architecture or the air. The generative frame obeys the same law it was born under.
The citadels are built before they are photographed. A rough ZBrush mass — proportion, tier-count, the lean of the spire — is locked in geometry first; only then does the diffusion model dress it in fog, torchlight and weather. The sculpt is the leash. It is why two generative plates of the same tower read as the same place under different skies, instead of two unrelated images that merely rhyme.
The pilot is sculpted in ZBrush first — helmet, wraparound visor, the breathing rig — then realized photoreal under the diffusion model. A face is the hardest thing to keep consistent and the first thing an audience interrogates; that the same kit survives from grey clay to a lit frame in the dry-dock is the whole proof in miniature. Continue to 04 · Pilots & Crew for the full-body sculpt twin and the rest of the Coalition.
A frame like the corridor above is not the end of the road — it is raw material for the next stage. Its symmetry, depth and rivet-by-rivet density are exactly what an image-to-3D pass needs to recover believable geometry. Hold that thought against the clean structures below: the generative image is the quarry, and the 3D model is what we cut out of it.
This is the rung that turns a one-way render into a cycle. A generative plate is lifted back into clean, editable geometry — NeRF, Gaussian-splat, image-to-3D — and re-enters the pipeline as a buildable asset that can be cut, kit-bashed and re-staged. The image was never the destination; it was the route back to the model. Follow any thread far enough and it returns to 3D, ready to start again.
These are working examples pulled from the corpus to prove the provenance story. The hero chain is real and complete. The other chains are representative placeholders — as the pipeline runs we will replace them with verified end-to-end captures (same subject, every stage, including the missing S2 reference-photo rung and the S5 image-to-3D conversions).
This page is standalone and pluggable — it can live on its own, embed into the Bridge, or anchor a section of the Demo. We refine here, then decide where it lands.