According to OpenAI News, evaluations (evals) are the critical mechanism for businesses to define, measure, and improve AI performance. As organizations integrate generative AI, the lack of standardized metrics creates significant operational risk and unpredictable outcomes. Evals provide the necessary framework to benchmark models against specific business goals, ensuring reliability and safety.

This process transforms AI from a black box into a manageable asset, allowing companies to systematically boost productivity and gain a strategic advantage. By continuously measuring outputs against defined criteria, businesses can iterate on their AI strategies effectively, mitigating hallucinations and aligning technology deployment with long-term growth objectives.