In 1972, during a visit to the Institute for Advanced Studies (IAS) near Princeton University, Hugh Montgomery, a researcher in number theory, presented some startling computations he had made regarding prime numbers, which are whole numbers 2,3,5,7,... that can only be factored into other whole numbers in a trivial way. The number 6 can be factored ``non-trivially'' as 6 = 2 x 3, so it is not a prime number; a number like 11, however, can only be factored as 11 = 1 x 11, so is a prime number. Understanding the hidden patterns in the prime numbers is one of enduring legacies of the ancient Greeks, who were the first to give a mathematical proof that there are infinitely many of them. And since that time, many new and wonderous properties have been discovered: For example, based on some numerical evidence (tables of calculations), Gauss conjectured in 1792, at the age of 15, that there are roughly x/ln(x) (here, ln(x) denotes the logarithm to the base e of x) of them in the interval [1,x]; so, for example, for x = 1 billion = 10^9, one expects that there are about (10^9)/(ln(10^9)) = 48.25... million of them less than 1 billion. Then, some decades later, in the middle of the 19th century the brilliant polymath Riemann worked out a beautiful formula which linked much more precise distribution questions about the primes to the arrangement of the ``zeros of the Riemann zeta function in the critical strip''. Among the myriad consequences of Riemann's profound insights was that Gauss's conjecture is equivalent to a certain problem in the ``theory of analytic functions'', seemingly far-removed from prime numbers. Despite finding this connection, Riemann was not able to prove Guass's conjecture -- that task was finally completed just at the end of the 19th century by Hadamard and de la Vallee Poussin. One deep and mysterious problem remains from this grand programme to understand the distribution of prime numbers: The Riemann Hypothesis. To understand it better, in the work leading up to his talk at IAS, Montgomery wondered what sort of ramifications there would be if it were true; specifically, assuming RH, what can one say about the ``zeros of the zeta function in the critical strip''? Upon computing the ``absolute values of the imaginary components'' of these zeros, Montgomery was led to the list of numbers 14.1347, 21.0220, 25.0109, 30.4249, 32.9351, ... (These are only approximations to 4 decimal digits.) What pattern do these numbers have? Well, first of all, they get closer and closer together the further along the list one goes, so it is natural to try to spread them out somehow by rescaling appropriately. This Montgomery did, and what he expected to find was that the scaled zeros behaved more or less like a random sequence (specifically, a ``Poisson process with lambda = 1''). Instead, they appeared to behave very strangely. For one thing, they rarely seemed to clump together -- it was as though they ``repelled'' one another. Even stranger was that the consecutive pairs of these numbers seemed rarely to get within a whole number distance of each other: They ``didn't like'' being a distance near to 1, 2, 3, 4, ... apart, but 1.1 or 2.1 seemed ok. Suspecting that there might be even deeper patterns, Montgomery fit a smooth curve to the ``distribution function'' that governed the differences between these consecutive normalized zeta zeros, and found that they seemed to fit a quite peculiar function involving the constant pi and the sine squared of the spacing under consideration. Peculiar indeed! Fortunately for Montgomery, when he presented his results, there was someone in the audience who had seen this distribution before: Freeman Dyson, the great British physicist and mathematician, and permanent member at the IAS. Dyson got his academic start as a student of Besicovich, though he also dabbled in number theory, taking classes and working with the great Cambridge University number theorist G. H. Hardy. Among his accomplishments in this field (number theory) are the concept of the ``crank of a partition'' and the ``Thue-Siegel-Dyson theorem''. Though his early interests were largely mathematical, at some point he switched almost totally to working on physics, and became one of the scientists who worked with J. Robert Oppenheimer; though, apparently, he was not directly involved in the Manhattan Project. After Montgomery's talk, Dyson came up to him and informed him that the distribution function he had stumbled upon is, in fact, the exact same that comes up when studying the energy levels of atoms! More precisely, the distribution was the ``pair correlation function for eigenvalues of random matrices'', a common mathematical object that comes up in some parts of quantum mechanics. Since this discovery of Montgomery, and the chance encounter with Dyson, the subject of ``pair correlation of zeta zeros'' has exploded, and is a well-studied topic of certain prominent mathematicians. Physicists have also added some of their intuition and insight, and there is a feeling by some that perhaps there are even deeper connections between zeta functions (and prime numbers) and energy levels of atoms.