My personal lesson from the fermi paradox and the drake equation in particular is that we humans are terrible at grasping very small probabilities. Intuition completely fails when we have to decide if something has the probability 10^-5 or 10^-50, which makes sense because for almost all practical purposes both are almost zero in most situations, but for edge cases like the drake equation they make all the difference.