The bigger the system, the more bigger the probability aspect gets too. What are the chances of losing at the data copies at the same time, what are the chances is all slots being full and the new connection dropped, what are the chances of data corruption from bitrot? You can mostly ignore that in toy examples, but at scale you just have chaos and money you can throw at it to reduce it somewhat.