What are AI evaluations (Evals), and why are they critical?

Reviewed by Jason Burns, Editorial Steward · Last updated

AI evaluations, or evals, are systematic tests that measure a model's performance on specific tasks using curated inputs and scoring rubrics; they are critical because subjective 'feels good' testing does not catch regressions, biases, or unsafe behavior.