What happens if you try to index a NumPy array with an index that is out of bounds?

If you try to access an element using an index that is out of bounds (e.g., an index greater than or equal to the array's size in that dimension), NumPy will raise an `IndexError` exception. This indicates that you are attempting to access memory outside the allocated array.