I read this paper a while back, it was so good I wanted to make it more sharable:
https://josh.works/driven-by-compression-progress-novelty-hu...
The title is:
Driven by Compression Progress: A Simple Principle Explains Essential Aspects of Subjective Beauty, Novelty, Surprise, Interestingness, Attention, Curiosity, Creativity, Art, Science, Music, Jokes
And... it's really good. It argues that a common thread among many different domains (as listed in the title) is how much information can be compressed into the information stream, like the bit-rate. Higher bitrate, more interesting information.