Math is a game we play in our heads that represents a fictionalized ideal version of reality.
An alien intelligence might have realized that two plus two never equals four not because the underlying logic is wrong, but because two does not exist in reality.
The idea that the little game of math we play represents an immutable and universal truth is typical of the overwhelming anthropocentrism of our kind.