01/03/2011: My alarm failed to go off this morning as well. When will this be fixed???
Anyway, the news this morning incorrectly stated that Apple would be releasing an update to fix this bug. iTunes has no such update. However, after reading the posts on this discussion, I deleted all my alarms and created new ones. Everything works fine now.