First, thanks to Professor Henry for his insight and his reply to JohnD's interesting question. This is not my subfield, but in this reply-post I give a general reason for including that last line in the above referenced APOD. In the past, I have encountered this sentiment in several things I had read. I have searched the web anew for some of them and have a few tidbits. One tidbit is a quote from Wolfgang Pauli himself in the speech he gave as he accepted the Nobel Prize in Physics:
“Already in my original paper I stressed the circumstance that I was unable to give a logical reason for the exclusion principle or to deduce it from more general assumption. I had the feeling and I still have it today, that this is a deficiency. The impression that the shadow of some incompleteness fell here on the bright light of success of the new quantum mechanics seems to me unavoidable”.
Next, there appears to be several research papers that have searched, experimentally, for experimental limits of the Pauli Exclusion Principle in the past few years. One such paper is here:
http://arxiv.org/abs/0803.0870 . In the introduction of the paper it says:
"The Pauli exclusion principle(PEP), which plays a fundamental role in our understanding of many physical and chemical phenomena, from the periodic table of elements, to the electric conductivity in metals, to the degeneracy pressure (which makes white dwarfs and neutron stars stable), is a consequence of the spin-statistics connection[1]. Although the principle has been spectacularly confirmed by the number and accuracy of its predictions, its foundation lies deep in the structure of quantum field theory and has defied all attempts to produce a simple proof,as nicely stressed by Feynman[2].
The reference is to Feynman's famous "The Feynman Lectures on Physics." Here Feynman has been quoted as saying:
“Why is it that particles with half-integral spin are Fermi particles whereas particles with integral spin are Bose particles? We apologize for the fact that we cannot give you an elementary explanation. This probably means that we do not have a complete understanding of the fundamental principle involved.”
- RJN