@tartley that makes sense, I did a bunch with Python years ago and the rampant shallow copies in the context of lists/dictionaries annoyed me so much that I mostly stuck with other languages since. There's a few folks I used to work with on Stan that have interesting stuff lately that happens to be in Python/JAX so I'm going to have to give it another chance 😅