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Synonyms and filler that each consume a token and dilute the gravity of the primary instruction. Also known as Descriptive noise. A form of prompt craft in cinematography.
Within Numonic's Cinematography vocabulary, Semantic redundancy sits under prompt craft, alongside related concepts such as Anti-cut prompting, Attention budget, and Grammatical scoping.
Numonic captures prompt craft like Semantic redundancy as structured metadata, so the look you dialled in on one shot can be found and repeated on the next.
Numonic captures the prompt, seed, and node graph behind each ComfyUI generation automatically, so the result you nailed today is still reproducible next month.