AI Literacy: The basics of machine learning - World Writable

The question I'm asked most often requires some unpacking, so this first post will cover just this one topic: "What are the differences between artificial intelligence, machine learning, neural networks, and deep learning?" These are all real terms with distinct meanings but are often used interchangeably.