AI Simplified: What is Machine Learning?

Artificial intelligence (AI) and machine learning are terms widely used across industries, and it's clear that organizations that aren't on the AI and machine learning path will lose their edge and fall behind. But let's slow things down a bit. Does it ever seem like both terms are often frequently used interchangeably that it's hard to understand what they actually mean?