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In his article The Pernicious Influence of Mathematics upon Philosophy (see Chapter 12 of this book) Rota says (my emphasis),

The axiomatic method of mathematics is one of the great achievements of our culture. However, it is only a method. Whereas the facts of mathematics, once discovered, will never change, the method by which these facts are verified has changed many times in the past, and it would be foolhardy not to expect that it will not change again at some future date.

My question is,

Has there been any research regarding the method itself "by which these facts are verified" as has been mentioned in the previous paragraph that is not the axiomatic method? If so, can some relevant literature regarding this issue be mentioned?

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    Lots of math books are not "axiomatic"; see e.g. Descartes' Géometrie. – Mauro ALLEGRANZA Jun 29 '17 at 06:11
  • @MauroALLEGRANZA: I am not looking for examples of books in which mathematics is developed in a non-axiomatic way. I am looking for references in which the "non-axiomatic method" itself is the object of study. –  Jun 29 '17 at 06:36
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  • That sounds like Platonistic hogwash. Sure, you could argue that "facts of mathematics" always include all the premise to them, so CH or Martin's Axiom are themselves never "mathematical facts", only things like "ZF+V=L implies CH" are mathematical facts. –  Jun 29 '17 at 07:12
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    @Mauro: I wouldn't count anything pre-20th century into this discussion. I also think that while mathematics form out of the swirling chaos of discussion and interaction between ideas, it is still only after things are verified rigorously that they become "mathematical facts", and you cannot run away from the axioms in that context. –  Jun 29 '17 at 07:13
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    @AsafKaragila - the axiomatic method was "invented" by a guy called Euclid... – Mauro ALLEGRANZA Jun 29 '17 at 07:17
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    The issue is (for me) that the statement "the method itself "by which these facts are verified"" is quite difficult to grasp... Perhaps, you have to dig deeper in Rota's book/thinking. It is true that we (humans) usually do not learn how to count starting from Peano's axiom, but the concept of proof is at the core of mathematics since ancient Greece. But we have also example of "mathematical facts" discovered by ancient Babylonians or Chinese without "proofs"; see e.g Pythagoras' theorem. In that case they were "verified" empirically. – Mauro ALLEGRANZA Jun 29 '17 at 07:21
  • @Mauro: I am not so sure that this is historically true. It was documented by Euclid, sure. But in any case, the fact that working from axioms is known for millennia doesn't mean that it was done properly throughout all of mathematics until just over a century ago. –  Jun 29 '17 at 07:22
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    @AsafKaragila - partially agreed; your statement is exactly "in line" with Rota's point of view: "methods" does change in time and the recurring expectation that our current method is the "best and final" is simply (empirically) wrong. Having said that, the "axiomatic method" (Aristotle, Euclid, Galileo, Newton, Spinoza, Cantor, Dedekind) is maybe the "most enduring" tool that humans have set up in the field of knowledge. But it has changed, due to the fact that the "standard" of what counts as a mathematical proof has changed in time. 1/2 – Mauro ALLEGRANZA Jun 29 '17 at 07:28
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    So, my doubt is: is Rota alluding to this fact: the fact that the standard of math proof has changed ? or he is alluding at some very different sense of "how math facts are verified" (e.g. by way of their applications) ) 2/2 – Mauro ALLEGRANZA Jun 29 '17 at 07:29
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    @Mauro: I don't think that we are in disagreement really, then. –  Jun 29 '17 at 08:52
  • @MauroALLEGRANZA: From reading the whole article I think that Rota is alluding to the fact that the standard of math proof has changed (at least that is what it seemed to me). –  Jun 29 '17 at 13:34
  • @AsafKaragila: 1. "I wouldn't count anything pre-20th century into this discussion." Can you elaborate the reason? 2. I understand your point that "while mathematics form out of the swirling chaos of discussion and interaction between ideas, it is still only after things are verified rigorously that they become "mathematical facts"". However I don't understand why "you cannot run away from the axioms in that context". Can you elaborate that? I am not sure but isn't this precisely Rota's point, namely that you can run away from the axioms "in that context"? –  Jun 29 '17 at 14:05
  • "But in any case, the fact that working from axioms is known for millennia doesn't mean that it was done properly throughout all of mathematics until just over a century ago" - in what sense did you use the word "properly" here?
  • –  Jun 29 '17 at 14:05
  • Before we had a strong sense of axiomatic methods we had informal proofs, you look at the last 2000 years of mathematics, excluding the 19th and 20th centuries, and you see that most of what went on was extremely informal. Then in the late 19th century you had people who were obsessed with formalizing the notion of rigor and through Frege and Russell (along with others) we were lunched into the era of axiomatized mathematics. Am I correct in assuming that you are looking for material that critiques/otherwise studies the informal method of mathematics that was practiced before Frege/post-Frege? – Not_Here Jul 01 '17 at 10:53
  • And to not contend with what Mauro said, yes the idea of axioms and propositions following them (arguably) came from Euclid, but there is a serious difference between the notion of formal axiomatic theories and using his postulates to make informal proofs about Euclidean geometry. I am assuming that Rota is referring to the axiomatization of the 20th century when he refers to "a change." – Not_Here Jul 01 '17 at 10:57
  • @Not_Here: The answer to your question is partially yes, partially because I think that using Euclid's postulates to make informal proofs about Euclidean geometry, as he did in Elements is also an example of axiomatic reasoning. –  Jul 01 '17 at 12:27
  • I agree that it is axiomatic reasoning, but what I am trying to stress is that it is not formal axiomatic reasoning, it's informal axiomatic reasoning. I think that the shift in paradigm that Rota is referring to has to do with the development of formal techniques, especially for foundational mathematics, and the general thought of "well if I wanted to I could translate this proof into ZFC so I'm reassured that it is valid." I think that is very different than what we had been doing up until the 20th century. This point aside, I'll try to find some references for your question. – Not_Here Jul 01 '17 at 22:19
  • @Not_Here: You may enjoy the discussion regarding this question in this room after this comment –  Jul 02 '17 at 14:04