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How to frame the source still for image-to-3D: the reconstructor imagines geometry from pixels, so ambiguity becomes hallucinated geometry.
Input-image craft is a top-level concept in Numonic's 3D Composition vocabulary.
Numonic captures 3D vocabulary such as Input-image craft as structured metadata, so the pipeline from source still to game-ready mesh stays searchable end to end.
Numonic captures the prompt, seed, and node graph behind each ComfyUI generation automatically, so the result you nailed today is still reproducible next month.