#cascade

1 articles

01 ·Inference & Serving·★ MEMBER·PAPER·6 min read Paper Explained: JEV-as-a-Judge — Accept When Confident, Escalate When Unsure A cheap judge that returns only a verdict and label probabilities handles the first pass, and only its low-confidence calls go to a strong LLM. This walkthrough covers the paper's cost measurements, where the two-stage setup works, and where it breaks.