All DVD drives can read DL DVDs. Sounds like a dirty drive. Get a cleaning disc then try again.
If may also be that the drive is slightly out of Red Book specs, so the drive thinks it may not actually be a disc. If you just bought it, I'd call Apple Care and see if they can help or visit an Apple Store.
TEG