I was told by a Microsoft researcher that it will unlock currently unsolvable problems in chemistry, weather modeling, materials science, fusion and plasma physics, drug development… the list went on but it was really long. Most advances he cited would result from improved simulations, iirc.

I don’t recall enough of the conversation (circa 2019) to remember anything about the properties of the problems it helps solve, so I can’t help generalize. Sorry.