Before we can implement human-level artificial intelligence (HLAI), we need to understand both mental representations and the overall architecture of a mind There are around 12-200 regularities like backpropagation that we need to understand, based on known unknowns and genome complexity We are more than reinforcement learning on computronium: our primate heritage provides most interesting facets of mind and motivation AI funding is now permanently colossal, which should update our predictions AI practitioners learn the constraints on which elements of science fiction are plausible, but constant practice can lead to erosion of long-term perspective Experience in real AI development can lead to