An Update

I just submitted Chapter III of my forthcoming book to my editor.  The chapter is titled: Kuwait and Back.  I’m finding that, ten years later, my memory is foggy.  So, question: Is it misleading to call a book “non-fiction” when you are writing it from your imperfect memory?