Instruction dilution is a term in Cinematography, a type of prompt craft. Adding descriptive text reduces adherence to primary intent because every word competes for finite attention weight.
Numonic normalises cinematography vocabulary like this so shots, camera moves, and lighting stay searchable and reproducible across AI-generated footage.
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Numonic automatically captures provenance, preserves metadata, and makes every AI-generated asset searchable and reproducible.