Evaluation

Evaluation is how you determine whether an AI system is actually working — not just producing fluent text, but producing correct, useful, and reliable outputs for your specific use case. Without systematic evaluation, you can't know if changes to prompts, models, or systems are improvements or regressions. It's the discipline that separates genuine AI capability from the appearance of capability.