Predict eh? I think Mr. Sagan saw a seemingly endless cycle. Cycles are kinda predictable because of their nature. However we might have a few chances to modify the cycle until the next giant civilication wants to dictate it all, because they think their way is the best way. Some would call that evolution. Try try try and try again until something works. And if it doesn't anymore. Try again again.