As I understand it, Godel's Second Incompleteness Theorem states that given a theory $T$ that is any extension of Robinson Arithmetic, that if that theory is consistent then it cannot prove a given consistency statement $-$ say, $\sim (0=1)$, within the theory itself. That is: $\not \vdash_T \sim (0=1)$.
While I think I understand the utility of a system that we use to prove its own consistency, I do not understand why we care that much about this given that we already assume that $T$ is consistent in order to prove the 2nd Incompleteness Theorem to begin with. Also, if it's an inconsistent theory, and we are using classical-logic as our meta-theory, then it follows that every formula in the language of $T$ is provable. So either case, it seems to me trivial. I have read Torkel Franzen's book on the subject and he seems to address this issue on page 105.
It then seems to me that the 2nd-Incompleteness Theorem is in a sense philosophically trivial for we are already assuming the consistency of our axioms before hand therefore the consistency of the whole system. Any thoughts and/or clarifications on where I may have gone wrong is appreciated as I think I am missing something.
No, the theorem actually says that if you can formalize internally what it means "that a theory proves a statement" (in particular, you formalize internally the notion of inference rules and proofs and formulas and so on); then whenever $T$ is such theory which is sufficiently strong, then $T$ does not prove the internalized sentence "$T$ does not prove a false sentence".
More specifically, if given a formula $\varphi(x)$ and you can say that $\varphi$ defines a set of Godel numbers of the sentences which make up $T$, then $T$ does not prove "There is no proof of a false statements from the theory whose Godel numbering is given by the set defined by $\varphi$.
It does not mean that $T$ itself does not prove $0\neq 1$. Peano as a whole does prove that $0\neq 1$. As do Robinson's axioms. What Peano does not prove is that the set of sentences which "should" be the codes for the axioms for Peano does not encode a proof of contradiction, and that's a whole other thing.
And the consequence of the incompleteness theorems is that there are other models of $\sf PA$, and whichever theory which is relevant here, is that in some models of $\sf PA$, you can find a code for a proof of a false statement. But the proof is not be given by a "standard" natural number (read: the interpretation of a closed term). It is encoded by a hyperfinite number (or trans-finite, although that's not a great term here), which might mean that the proof is "too long to be real" or that it uses inference rules which do not exist "outside" that model.