  Yes. Interval statistics have been used to conclude that major earthquakes
are random events in time and cannot be anticipated or predicted. Machine
learning is a powerful new technique that enhances our ability to understand
the information content of earthquake catalogs. We show that catalogs contain
significant information on current hazard and future predictability for large
earthquakes.
