It occurs to me that I was a bit abrupt in my response, but maths is largely abrupt isn't it? In some ways that is part of its charm. However, you might wonder why a non-mathematician should know that theorem at all.
The fact is that I have a sentimental attachment to that theorem because I discovered the theorem (a few centuries late perhaps, but I did!)
I was sitting on a commuter train, working on problem concerning a game we had bought, and one of my results was... THAT!
The rest I have forgotten years ago, but I never have forgotten my reaction: I was irritated! a^p mod p = a if p is prime?
Rubbish! What a stupid idea! I had made some idiotic error!
So I went over it again a couple of times in different ways and... no error!
It took me some time to generate a mechanical model that visibly proved it to me.
(Incidentally, you might find it interesting to do some looking up on pseudo-primes...)
I was thrilled and went around the office bragging about this discovery, till a mathematician in the OR department gently told me about the theorem being known (albeit important in number theory.)
That hardly dashed me; my demonstration was my own and I knew no number theory to speak of anyway. And I was (and still am) intrigued at my original contemptuous reaction to my own discovery -- that it was nonsense, and that I only believed my own result when I had forced myself to.
Great fun, really!