[brildum]

Knowing how hardware works, how languages are compiled/designed, how libraries are architected. It can only increase your knowledge of [insert technology here].

I think you're confusing "Levels" with A > B (A is better than B) when in reality the point is that: A comes after B. You must first understand B, then you can move on to the next level in your path of understanding programming.