Unfortunately, when asked about what the issue was, Xbox Support only offered this tweet in response:
"We don't have any info to share on the cause, but it should be fixed now."
The good news is that both the Xbox Live service and Zune are up running in time for the weekend. Sadly, the TMZ app still seems down for the count. Oh, the horror!