· Perseval · Agent evaluation fundamentals
What Is LLM-as-a-Judge?
LLM-as-a-judge uses a language model to evaluate an agent result against a rubric, with evidence, uncertainty, and provenance kept explicit.
LLM-as-a-judge uses a language model to evaluate an agent result against a rubric, with evidence, uncertainty, and provenance kept explicit.
Use deterministic checks for facts you can state precisely, and LLM judges for bounded semantic questions that preserve evidence and uncertainty.