This is changing. In natural language processing just in the past couple weeks OpenAI wrote about their GPT3 model which can learn some tasks remarkably quickl

This is changing. In natural language processing just in the past couple weeks OpenAI wrote about their GPT3 model which can learn some tasks remarkably quickly, after only 1 or 2 examples. That model has extreme compute requirements, but it shows strong progress on performing never before seen tasks. There is still some steam left in the current deep learning boom. https://arxiv.org/abs/2005.14165 https://arxiv.org/abs/2005.14165