One of the barriers I run into when I delve into physics is that I have a very rationalist approach to math. I hate terminology and I want as little of it as possible in my reasoning. Physics has rather high barriers in that way in that academic physicists don't really like mathematical rigour, and don't precisely specify, say, the abstract algebraic axioms of the structures they are using. But when I get to a point of being able to specify what structure is behind a physical theory, I can usually intuit it readily.
Physics is domain knowledge compared to mathematical reasoning ability.
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Gödel, Escher, Bach by Douglas Hofstadter (or works of Quine):
"is false when preceded by its quotation" is false when preceded by its quotation.
Hmm, the whole statement is ' "is false when preceded by its quotation" is false when preceded by its quotation.', and it is not preceded by its quotation.