Limitation of intervention not changing parent set: There are many settings in the empirical sciences where

We would like to thank the reviewers for their comments and constructive feedback. Below, we address the main issues raised and clarify some misunderstandings. Also, the work of Y ang et al. (2018) characterizes soft interventions in systems without latent variables. Mooij et al. (2013) discussed interventions of this nature in the context of equilibrium in cyclic causal models. Usage of MAGs: The reviewer's observation only holds for hard interventions.