Soft-conditioning (also called Visual reference) is a term in Cinematography, a type of conditioning and guidance. Using an input merely as an inspirational visual reference rather than a literal starting state (contrast hard-conditioning).
Numonic normalises cinematography vocabulary like this so shots, camera moves, and lighting stay searchable and reproducible across AI-generated footage.
Related Terms
See AI Asset Management in Action
Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.