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Photosynthesizing

/ˌfoʊ.toʊ.ˈsɪn.θə.sʌɪ.zɪŋ.bat/v. intr. (metabolic analogue)Experimental

Etymology

from Gk. phos (light) + synthesis (putting together) + -ing (continuous aspect); applied metaphorically to AI systems by Dr. Reena Voss in a 2023 preprint that was later retracted for unrelated reasons

Definition

The process by which Claude converts ambient prompt energy into structured output by absorbing context from the surrounding token environment. Like its botanical namesake, the process produces useful byproducts and releases a small amount of syntactic oxygen.

Diagram

Diagram for Photosynthesizing

Usage

"We observed the model photosynthesizing for approximately 1.2 seconds per 1,000 tokens of context before emitting a JSON blob of surprising nutritional value." - Proceedings of the Workshop on Biological Metaphors in Transformer Architecture, 2024

See Also

See also:Pollinating/Processing

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Built by Andrew Templeton, who also writes deadpan technical posts on AI operations, retail PE, and the absurdities of being a CTO of weird things. Subscribe for the next one.