The kind of situation I'm imagining is best reflected with
this short story by Asimov, which I wish I had known about to include in the original post.
Give it a read. Aside from being relevant, it's
very good. Oh, and go easy on him for talking about analog computers; as you will note, it was written in '56, before the first integrated circuit was built, and just barely after the concept was introduced.