Source: Me. My career has been spent managing db's for internet scale sites.
Screw ups related to data loss are rare (I've been here years and haven't seen one with the DBs that the stuff I work with uses) but failures at this scale tend to cascade a little ways and it takes time to dig out of the hole. They probably have the problem solved but they have to spend a bunch of time synchronizing things and verifying the fix before they press the big red "go live" button.
Amazon once pushed a seemingly-innocuous change to their internal DNS that caused all the routers between and within datacenters to drop their IP tables on the floor. They had to re-establish the entire network by hand---datacenter heads calling each other up and reading IP address ranges over the phone to be hand-entered into lookup tables. Cost a fortune in lost sales for the time the whole site was inaccessible.
Network failures are usually really bad when your system is globally deployed and distributed -- often times you can't even communicate with your machines to deliver fixes :p
https://www.thesslstore.com/blog/expired-certificate-ericsso...