That uses up context window and from what I understand it isn't as reliable as fine tuning. My guess is it's not just stuff in the prompt, it's been fine-tuned

That uses up context window and from what I understand it isn't as reliable as fine tuning. My guess is it's not just stuff in the prompt, it's been fine-tuned (re-trained) on examples.