The big AI labs are also accumulating huge datasets of expert work in a wide range of fields, which is very expensive to re-create. It seems pretty plausible that this this gives them a big advantage that is compounded by their larger training runs and larger models.
This is a differentiator, definitely, however I'm honestly not sure if that materially improves intelligence vs one-shot capability