Apparently there’s a workshop going on right now at UCSB on gauge theory and Langlands duality. There are lecture notes and even some poorly shot video. I don’t actually know what Langlands duality is unfortunately. Here are some notes from a talk given by Witten right here at Stony on the subject. It appears that everything involved is above my head.