This article elaborates on the phases of drug development and trial design for pulmonary arterial hypertension, emphasizing the need for learning trials to assess efficacy signals before confirming trials. In this new era in pulmonary arterial hypertension, we need to reconsider innovative trial designs to maximize efficiency and pursue agents with the greatest potential for cure.