The Riemann Zeta function is very deeply connected to the distribution of the prime numbers. The error term in the prime number theorem is closely related to the position of the zeros of the Riemann Zeta function.
If the Riemann Hypothesis is true then the distribution of the prime numbers is definitely not random.