Not all abstractions are perfect. Some are leaky; some are just plain stupid. But wait! We can just introduce an abstraction on top of that, right? Let’s hide the stupid details and provide a new, better abstraction!
Abstraction creep is what happens when you try to save yourself from a shaky abstraction by introducing another abstraction, instead of just fixing that goddamn abstraction.