What is LLM evaluation?

LLM evaluation measures quality across dimensions such as correctness, relevance, completeness, safety, latency, and cost. In practice, the value of this concept comes from understanding where it belongs in the architecture, what problem it solves, and what constraints or tradeoffs it introduces.