We've never not had scarcity for digital goods, you just have to look at it at the level of the producer rather than a specific digital goods. You can have unlimited copies of the same jpeg once it exists, but there has always been a scarcity of human beings to produce new original art. Enforcing scarcity of the former is just a trick to deal with scarcity of the latter.