I'm running Mac OS X Mavericks, though I had this problem with earlier OS X versions.
ADE was working fine for a while. Recently, though, when I open an ACSM file, the book appears in the library without a cover, there is no epub file in the folder where all of the other books are downloaded, and the book can't be opened from the library. I don't get any error messages.