Finding this common-mode forcing between ENSO and AMO is either the correct scientific interpretation or the most unlikely rabbit hole to fall into. There is always a concern with regards to over-fitting. The ENSO fit could be fortuitous, based on adjusting the parameters and tweaking for the best alignment between data and model. Yet using the same set of parameters as a starting point is *squared* as unlikely if each process was based on random chance.