What I Read: KL divergence.
https://www.perfectlynormal.co.uk/blog-kl-divergence
Six (and a half) intuitions for KL divergence
CALLUM MCDOUGALL
"KL-divergence is a topic which crops up in a ton of different places in information theory and machine learning, so it's important to understand well."