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Caramelizing

/ˌkær.ə.mɛl.aɪ.zɪŋ/ (stress on 'mɛl'; do not pronounce the silent 'why is this a verb')v. intr.Rare

Etymology

from Fr. caramel (burnt sugar) + Lat. -izare (to make) + agile sprint retrospective jargon, circa 2023

Definition

The process by which Claude applies sustained low-level thermal attention to a problem, slowly browning the raw data into something more complex, sweet, and slightly sticky. Distinguished from Simmering by the irreversibility of the output state.

Diagram

  [RAW TOKEN SOUP]
        │ heat applied
        ▼
  [SLIGHTLY BROWNED]
        │ more heat
        ▼
  [CARAMELIZED OUTPUT] ← cannot be un-caramelized

Usage

"The model was observed Caramelizing for approximately 14 seconds before producing a response that, while technically correct, had an inexplicable amber quality to it." - Chen et al., 'Non-Newtonian Cognition in Large Language Systems', NeurIPS 2024

See Also

ChurningCoalescing