I think it's not productive to just have the LLM site like Mycroft in his armchair and from there, return you an excellent expert opinion.

THat's not how science works.

The LLM would have to propose experiments (which would have to be simulated), and then develop its theories from that.

Maybe there had been enough facts around to suggest a number of hypotheses, but the LLM in its curent form won't be able to confirm them.