It is direct conclusion from Löb's theorem.
Löb's theorem:
Substitute P with False statement:
But is equivalent , i.e.
I.e., if provable that it's impossible to prove false statement, then false statements are provable. We have reached contradiction, Q.E.D.
A system asserting its own soundness: For all T, (□T -> T)
Löb's theorem:
From □T -> T, it follows □(□T -> T). (necessitation rule in provability logic).
From □(□T -> T), by Löb's theorem it follows that □T.
Therefore: any statement T is provable (including false ones).
Or rather: since for any statement the system has proven both the statement and its negation (as the argument applies to any statement), the system is inconsistent.
How do you interpret "soundness"? It's being used to mean that a proof of X implies X, for any statement X in the formal language of the theory. And yes, Löb's Theorem directly shows that PA cannot prove its own soundness for any set of statements save a subset of its own theorems.
It's sometimes thought or said that the second incompleteness theorem shows that formal systems such as PA are in some sense "incapable of self-reflection", and their incapability to prove their own consistency reflects this lacuna in their "cognitive capabilities" or something along those lines.
Löb's theorem highlights how this is a much deeper phenomenon: it's not just that these formal systems lack abilities, or formalizations of relevant mathematical insight, or whatever; no, it's that it's formally impossible for any consistent system of the relevant sort to even baldly assert their own consistency, on pain of inconsistency!
That is, we can for instance construct, using the diagonal lemma, a sentence A such that A is, provably in PA, equivalent to "PA + A is consistent" -- thus creating, in a sense a theory that just asserts its own consistency, in the form of a random assertion about Diophantine equations or however we carry out the arithmetization of syntax, for no particular legible reason whatever -- but we then find that PA + A is inconsistent! (This is an immediate consequence of the second incompleteness theorem.)
I recommend Torkel Franzén's excellent "Inexhaustibility -- a non-exhaustive treatment" for anyone pondering these matters.
I am looking for some understanding into why this claim is made.
As far as I can tell, Löb's Theorem does not directly make such an assertion.
Reading the Cartoon's Guide to Löb's Theorem, it appears that this assertion is made on the basis of the reasoning that Löb's Theorem itself can't prove negations, that is, statements such as "1 + 3 /= 5."
This is a statement that [due to the presence of negations in it] itself can't be proven within PA.
Now it seems that it is being argued that the inability to do this is a bad thing [that is, being able to prove that we can't prove PA sound with respect to any 'important' class of statements].
I think this is actually a very critical question and I have some ideas for what the central crux is here, but I'd be interested in seeing some answers before delving into that.