I think of it as more like quantisation, where information/detail is lost for the sake of simplicity. So after a reduction your mental model/data might not have

I think of it as more like quantisation, where information/detail is lost for the sake of simplicity. So after a reduction your mental model/data might not have the required fidelity to make useful conclusions.