Thank you very much. I really had not seen a full explanation anywhere before from someone who's gotten genuine benefits from it, because as you know there are piles of viral marketing everywhere extolling the big-name models for things they are not (like automatic hackers, real human personalities, etc)

One senior engineer I know very well who works for a Big Corporate Retail company told me they had a ChatGPT subscription thrust on the entire software department, and he removeded about it quite a lot. Another I know works in a company that makes medical software and he said they bought everybody a Claude subscription and demanded they use it. He is not a fan and had the experience I mentioned above, having to proofread through every bit of output and constantly correct it. To the point that its raw output would not even pass the compiler without erroring out most of the time.

What models have you been using, and what have you been feeding them as training data?