[courseofaction]

Does this mean that, if one wants GPT-4 quality outputs on a topic, one should specifically generate a dataset on that topic to fine-tune their own model?

There's still room for closing the gap, but ultimately it's only going to be a pale imitation when the underlying model's representations aren't as useful.