> It's actually pretty simple The explanation then goes on to be very complex. e.g. "it can only express fractions that use a prime factor of the base". Please don't say things like this when explaining things to people, it makes them feel stupid if it doesn't click with the first explanation. I suggest instead "It's actually rather interesting".
On the other hand, people say "it's actually pretty simple" to encourage someone to listen to the explanation rather than to give up before they even heard anything, as we often do.