Agreed. I know nothing about nuclear physics. I still doubt you could pick a random person off the street and have them convincingly pose as a nuclear physicist to explain a "nuclear physics" concept to me. I doubt you could do it with a random PhD from a non-physics field. An LLM could probably convince me even if 90% of the content of the explanation is subtly or blatantly incorrect.