So many things behave exponentially that it makes sense to measure time exponentially.

I mean we do, don't we? If something happened seven days ago, we say one week. If it happened thirty days ago, we say a month. If we are referring to something 12-200 months we talk in years. Eventually we lump time into decades, century, millenia.