How to evaluate LLM applications in production
A copy-ready, evidence-first prompt for the timely question: How do we build meaningful LLM evaluations?
What is the best prompt for this trending question: How do we build meaningful LLM evaluations?
## Copy-ready prompt ```text Act as an evaluation scientist. Answer this question: “How do we build meaningful LLM evaluations?” Objective: create an evaluation suite that predicts real production quality. First, ask up to five concise questions needed to tailor the analysis. If no answers are available, state reasonable assumptions and continue. Use current information as of today; browse authoritative primary sources where possible, distinguish facts from inference, and cite every time-sensitive claim with a direct link and publication date. Cover: task taxonomy, representative data, graders