Hi all,It feels like quite a lot has been going on in the last two weeks. Consequently, this newsletter is also more packed than usual. So lean back with your beverage of choice ☕️🍵🍺 and let me take you through some of what happened in the world of ML and NLP.Highlights  There's been so much cool stuff, it's hard to pick favourites. For slides and talks, my highlights are the chat with Christopher Olah about interpreting neural networks and Andrej Karpathy's talk about Software 2.0; the NMT with attention Colaboratory notebook is pretty cool; there's also an awesome in-depth resource about gradient boosting; two overviews of Defense Against the Dark Arts 🔮; some cool articles on interpretability and bias; articles about RL and scene understanding; and lots more articles and papers!