Not sure about MOST thought-provoking, but "The Bookmaking Habits of Select Species" and "State Change" (both by Ken Liu) are two good ones I read recently and think a lot about.
I recommend "The Merchant and the Alchemist's Gate" by Ted Chiang! An excellent sci-fi story set in the past that explores themes of guilt and repentance.