This paper analyses the similarities and connections between philosophy of science and causal layered analysis. The paper points out that philosophy of science can be understood as a kind of causal layered analysis of science. These similarities and connections mean that the insights in philosophy of science can be used to investigate the important but neglected topic of possible futures of science. The connections make it possible (i) to open up the present and past to create alternative futures of science, and (ii) to reveal deep worldview commitments behind surface phenomena in science-related discourses.