Abstraction considered harmful

From SICP:

We control complexity by building abstractions that hide details when appropriate

Which means that with abstraction the whole system will grow and bloat without the programmer noticing it.

Discuss

Abstraction was always a way to keep the less educated programmers from knowing what really happens, by hiding things in the complexity. Have we deliberately limited the full capabilities of programmers in this fashion? You bring up an interesting topic.