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Nature of Irreducibility and Information

With all the abstraction that our mind generates, a question keeps reappearing.  Are the second order effects more powerful than the substrate itself?  Fig: Trying to understand the universe Existence of Irreducibility: I stumbled upon this weird notion of irreducibility that seems to persist across this universe. Certain set of steps needs to be taken to reach a baffling conclusion that seemed very unobvious before you take those steps. To further probe this idea, two measures can be used:  " P recision ": How formal something is. Derivation from first principles should be possible with shared assumptions.  " Correctness ":  Should be formally or physically accurate. Using these two measures, irreducibility can be classified into three categories:  a) Mathematics Math is an implicit candidate that comes into our mind when we think of irreducibility. Say you have a partial differential equation of any bivariate function f(x,y) :  Fig: Partial different...

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