To the degree learning can be represented by atomic pieces of information like this, I don’t see how learning with reasoning and memorization are fundamentally different. To me, it seems like memorization might just be implying that the order of learning doesn’t matter. But once we concede that order matters, then I kind of want to call reasoning “memorization with style”.