Teaching is used in the colloquial way, not in a technical ML sense. The model isn't being retrained or fine tuned.
If you could finetune the 175B model, you'd likely get even better results for these Q&A prompts. (unclear how the OpenAI API is implementing its finetuning demo but I believe it's not on the 175B model).