That's the thing though, they weren't! Occasional smart people did follow something similar, but not with the methodical approach required to produce real results. Up until fairly recently, almost all humans believed that you could divine everything you needed to know about the world from pure contemplation. The idea that your hypothesis is worthless until backed by hard evidence is relatively new, and coincides pretty well with the sudden rapid advancement of technology.