7 tasks which are beyond the reach of modern machine learning


#1

Good read about the theoretical limitations of model-free machine learning: https://arxiv.org/abs/1801.04016


#2

Yes, AI needs to learn internal models of the world. We are seeing the success of that approach in the work of DeepMind.