Rubric Anchoring

Which properties characterize a well-designed LLM eval rubric?

How do you detect and mitigate length bias when using an LLM judge in a production eval pipeline?

Tradeoffs between pairwise LLM-judge comparisons and scalar scoring rubrics

Design an LLM judge prompt with anchor examples and explain how they reduce score variance

Why do anchor examples in an LLM judge prompt dramatically reduce score variance?