Fitness functions are retrospective, so there is no "We should have done this differently." The definition of fitness is literally whatever persists by reprodu

Fitness functions are retrospective, so there is no "We should have done this differently." The definition of fitness is literally whatever persists by reproduction. Features and species that persist for a while and then collapse/disappear are a normal part of the process.