Realistic expectations for applied machine learning
Artificial intelligence is not magic. It may be portrayed like magic — we see big advancements like autonomous cars, superhuman Atari game play, AlphaGo, and ubiquitous home assistants. Like magic, AI can also defy understanding. The broad…