Would this be possible without it being able to run novel real-world physics experiments autonomously?

(Note: I am not suggesting we let it do this. Please don't, in fact)

AI could discover candidate novel physics without autonomously operating new physical experiments, and humans or instruments can later independently validate the result. This is analogous to how Einstein developed theories whose predictions were confirmed by experiments and observations only years or decades later.

Why not?