It does seem to use S3 behind the scenes based on URLs I've seen. The data loss incidents I've seen reported have tended to be after outages. Amazon Cloud Drive seems to keep an index mapping amazon cloud drive filenames to S3 objects, I suspect the index entry was corrupted/lost/rolled back. While the object likely still existed in S3 somewhere, that doesn't do much if users don't any way of accessing it.