An exploration of the intersection between the results concerning fitness presented in Pence and Ramsey (2013) and some modeling results from Doebeli and Ispolatov (2014) that indicate the extensive presence of chaotic population dynamics. Primarily exploring implications of these results for the difference between short-term and long-term evolutionary structure.