How is statistical significance used to ensure AI performance gains are genuine?
Reviewed by Jason Burns, Editorial Steward · Last updated
Statistical significance tests estimate the probability that an observed performance gain could have occurred by chance under a null hypothesis of no real improvement; passing a pre-registered threshold gives evidence the gain is genuine rather than noise.