Andre Krenkov: We are in slightly interesting place now with the COVID virus where we're usually conferences are a huge deal for AI. So many upcoming conferences are sort of considering how to do things and we may actually end up trying to go more online and virtual. It'll be interesting to see if it works, I think this is an opportunity to test out quite naturally how well remote conferences do. Okay, so that was a pretty fun discussion of the internals of AI research. Hopefully it's interesting to people who aren't just grad students like us.