A prime example of counterintuitive math is the approximate
Recall the puzzle we had about the number of regions in a disk cut out by lines between points on the boundary. We learned that we can be deceived by patterns. In physics, we will only ever have finite data and examples from which to extrapolate. Even if our theories fit our finite data perfectly, we must always be prepared for the possibility that they are wrong.