As system improves, do bad recordings sound worse?

My early efforts to improve my system usually resulted in making bad recordings sound worse. But at some point in my upgrade history, bad recordings started to sound better - in fact, better than I ever thought possible.

Anybody have a similar experience? Anybody have a theory as to why?