I'm curious if there is a way to view past application specific passwords under Google's two factor authentication.
Otherwise I figure they were for one time use and you can just keep cranking out more.
No, there is no way to retrieve application-specific passwords. They are - indeed - for one-time-use - I was not able to use the same password on more than one app without getting a password invalid message. The number of application specific passwords is unlimited.