SAM tentatively identified the oxygen and chlorine compound perchlorate. This is a reactive chemical previously found in arctic Martian soil by NASA's Phoenix Lander. Reactions with other chemicals heated in SAM formed chlorinated methane compounds -- one-carbon organics that were detected by the instrument. The chlorine is of Martian origin, but it is possible the carbon may be of Earth origin, carried by Curiosity and detected by SAM's high sensitivity design.
Exciting, but "One for the history books" might have been overstating these findings.
When watching the live feed, they seemed to indicate that they now have a tried and true working scientific laboratory on Mars and this was what should make history. That's what I gathered at least. They've test drove the rovers capabilities and will now "kick the tires" a few more times and head for the hills to do some real experimentin'.