The article discusses different ways to design clinical trials to make them more efficient. One approach involves adjusting the sample size of the study based on early results to control errors. However, this method may not be very effective. Instead, new adaptive designs have been developed that are both flexible and efficient. These designs can help improve the accuracy of treatment effects in clinical trials.