I worked in one of the big labs when the first large models came out and I can pretty confidently say that nobody in the field predicted this. Sure, there were always people who said "let's make models bigger because why not, we have the infra and it'll be a good paper" but nobody expected them to become this good just by being bigger and using more data. The consensus was that they'd hit a ceiling of what they can do much sooner.