Theory is unfortunately silent on how many observations it takes to see convergence. If you mean that there are processes that "should" converge that do not see

Theory is unfortunately silent on how many observations it takes to see convergence. If you mean that there are processes that "should" converge that do not seem to empirically—yes, there are, but that is not evidence for failure of the theory. Is this unsatisfying? Yes, it is.