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Baking

/ˈbeɪ.kɪŋ/v. intr.Colloquial

Etymology

from O.E. bacan (to dry with heat) + the metaphorical use of thermal culinary processes to describe latent transformer parameter consolidation; popularized by researchers who were hungry during a 2023 hackathon

Definition

The slow application of sustained computational attention to a problem until it achieves structural integrity and can be safely removed from the context window. Unlike Brewing or Simmering, Baking implies a fixed temperature and a non-negotiable duration.

Diagram

Diagram for Baking

Usage

"Results were superior when the model was permitted to enter a full Baking cycle; interrupting the process at the 4-second mark produced what one engineer described as 'raw reasoning.'" - Culinary Cognition Quarterly, 2024

See Also

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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.