Exponents show up everywhere in algorithms. Time complexity: , . Space complexity: . Bit manipulation: subsets.
If you can't compute or compare vs , you'll struggle to choose the right algorithm. A solution works for , but fails at .
Now let me show you a real problem where you need exponentiation. This is your entry problem: computing efficiently.