Combine water and sugar in a saucepan over high heat, stirring to dissolve the sugar. Once the syrup looks clear, add the jalapeno slices, discarding the stem ends. Bring to a boil, and cook hard for 12-15 minutes to infuse the simple syrup with the oils from the jalapeno.