You also get to understand that all there is is always action at a distance. The mechanical philosophy as based on an error: that direct action (a physical object pushing another for example) exists. In reality, again as Feynman brilliantly explains, it just electromagnetism between atoms, so action at a distance.
I'm not even going to go into what "intelligible" theories is even supposed to mean. Again, it's either intellectual fappery or infinite philosophical regression. The notion that someone could know something as an absolute truth as never existed. Every explanation at every epoch was based on assumptions, It's just that at times, people were not aware of their own limits.
Also, who pretends that nature is reducible to physics? We can't even calculate precisely the interaction of three atomic particles. These kind of claim are always an annoying strawman.