Joachim: Can you please elaborate on this statement, "And if it isn’t significant, it may well matter a lot."

While I guess the discussion about something being "exactly zero" gives rise to a potential for useful information, I can't see an actual application in real life.

Can you give examples of things which matter a lot which do not move the needle on statistical significance? Having trouble following the corollary.