Interesting, I'd love to see a link to that if you know of it. Here's the original paper: https://aclanthology.org/2023.findings-acl.426.pdf In my own work I've successfully classified emergent behavior in Cellular Automata using a similar technique, and the technique has also been used elsewhere with success: https://www.nature.com/articles/s41598-022-12826-w