Causality in Mathematics!

Mathematics suffer from many paradoxes because somewhere it lacks time and observer reference frame' role. It might appear absurd to most conventional minds as we have been trained for long on Platonist/Formal Philosophy. But there has been foundational catch in my humble view. It seems to be deep Philosophical issue as well how mathematics is used to explain physics which has the role of time and observer as well ! 

I think that time and observer reference fre dimensions are missing when mathematics is considered absolute independent..

The reason why I am saying that because I think Statistics also seems to suffer from those higher dimensions often ignored which leads to the domain of Causality as wonderfully talked by you and what you call higher ladders of causality , or the process of generating data...not just data !

So, what I believe that even mathematics may needs higher dimension of time and observer ...process generation like causality in real life to resolve some fundamental paradoxes like Russells, Skolem etc..just like Simpson's paradox in Statistics.

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