Common Random Numbers (CRN) is a variance reduction technique used in simulation to ensure that different scenarios are compared under identical random conditions, thereby enhancing the precision of comparisons. By using the same stream of random numbers across multiple simulations, CRN helps to isolate the impact of the decision variables on the outcomes, reducing noise from random variability.