[Music] so Wolfgang helpfully laid out the dichotomy between industry people and academics and experimentalists and computational people and if you're wondering which one I am the answer is yes so this is I'm going to mostly describe work that happened in my lab at Harvard and work by Bill Lauder who is actually in industry at us doing a start-up because that's what everyone does these days but I recently also took a gig as the director of a new MIT IBM collaboration a quarter-million-dollar AI Institute so if you if you're