Category theory is not replacing set theory. It's also not the case that entirely different math comes from each. Both can be defined in terms of each other to a large degree. It's probably better to think of them complementing each other. You might find the following thread interesting to read: https://mathoverflow.net/questions/360578/category-theory-an...