One of my favorite talks ever is now a paper.
The talk was by Blaise Aguera y Arcas at Santa Fe Institute last year.
Computational Life: How Well-formed, Self-replicating Programs Emerge from Simple Interaction
From my summary in bits and bobs back then: "LLMs are not some party trick. They reveal something fundamental about humanity... and the universe."