[barrysteve]

I did prompt engineer, using the 'you are an expert, desribe to student with examples' in many different variations.

In my testing prompts did not unlock an ability in GPT to grok the structure of code.

Empirical testing of LLM's is going to prove and map out it's weaknesses.

It is wise to infer from intution and examples what it can handle, leave the empirical map of it's capabilities to the academics, for the provable conclusions.