“ I suspect inventing new branches of math will remain beyond LLMs for the remainder of my life”

Well every branch of mathematics thus far has been invented by a human or a human using a computer, and humans will use this type of computer to solve math problems (or at least try), so I’d say this is a really poor probabilistic bet.