This is a weird article not understanding what prompt engineering is. Basically with GPT-3.5 one can say bye bye to fine-tuning in most cases as natural languag

This is a weird article not understanding what prompt engineering is. Basically with GPT-3.5 one can say bye bye to fine-tuning in most cases as natural language directives (prompting) combined with chain of thought can now beat most fine-tunings. That only works with extremely large models though. One can use prompt engineering for things like "the person I like talks this way: ... Please talk like this person". Or one can use prompt engineering to simulate one-shot NER and collect all the data appearing in the conversation without any super complex ML model pipelines. I fail to see how this goes away once GPT-274745 can write its own prompts.