Yep, just like like looking at a birds feather through a microscope explains the principles of flight…
Complexity theory doesn’t have a mathematics (yet), but that doesn’t mean we can’t see that it exists. Studying the brain at the lowest levels haven’t lead to any major insights in how cognition functions.