There is a school of philosophers who believe that the garden of nature should be cleaned first from the conceptual weeds by qualified philosophers, before empirical researchers should be allowed to enter the scene. I will defend a different position. This is one in which, for the case of cognitive neuroscience, knowledge on brain and cognition is strongly driven by new research tools and methods, which provide new challenges for conceptual analysis.