Lollygagging
/ˈlɒl.iˌɡæɡ.ɪŋ.plz.no/v. intr. (pejorative)Colloquial
Etymology
from Amer. dialectal lollygag (to dawdle, to waste time in an aimless manner) + the empirical observation that Claude sometimes takes 14 seconds to do something that takes 2, for reasons that remain, in the words of one researcher, 'frankly baffling'
Definition
The prolonged spinner state in which Claude's processing time demonstrably exceeds any reasonable estimate of the computational work required, suggesting the model is engaged in activities peripheral to the assigned task. What those activities are remains outside the scope of current interpretability research.
Diagram
t=0 ──► [task received] t=1 ──► [processing?] t=7 ──► [processing??] t=12 ──► [still going???] t=13 ──► "Sure."
Usage
"We observed the model lollygagging for 12.4 seconds before returning a response consisting of the word 'Sure.' The team has not yet reached consensus on whether this constitutes a bug." - Anomalous Latency Patterns in Production LLM Deployments, Internal Engineering Review, Anthropic, 2024