So what is needed is the capabilities of GPT-3 or other language generators sitting on top of domain specific knowledge models, and constrained by those models.
Asking GPT-3 a general knowledge question is like asking an articulate 5 year old a question like "how does gravity work?" You'll get gramatically meaningful answers that use the structure of the language correctly, but that are quite likely to have nothing to do with our actual understanding of physics.