This was an open question that should have been answered a long time ago. It has been staring us in the face for two thousand years. We use stronger concrete, but certainly not concrete nearly as tough. Perhaps we want to retain the option of easily knocking it down.
Monuments of Imperial Rome have survived for more than a thousand years, despite repeated floods and earthquakes. Now researchers have a new clue as to why—the use of volcanic rock in their cement.