Before revision:  Initially, when the first treatments are made, little is known about the effect of the treatments but as more treatments are assigned the policy maker gradually learns about their effects by observing the outcomes.
After revision:  Initially, when the first treatments are made, little is known about the effect of the treatments but as more treatments are assigned the policy maker learns about their effects by observing the outcomes.