Science

I'd argue that we don't fully understand how AI systems work either. There are a lot of emergent behaviours that fall out of relatively simple rules. And yeah, I find that ML and AI are used interchangeably nowadays. For what it's worth, I prefer calling this ML as well as it's a more precise term.