I like this, it would be exciting (and scary) if it deduced QM, and informative if it cannot.

But I also think we can do this with normal LLMs trained on up-to-date text, by asking them to come up with any novel theory that fits the facts. It does not have to be a groundbreaking theory like QM, just original and not (yet) proven wrong ?