People often think that fine-tuning is what the should be aiming for. Funnest part from the talk was the story of fine tuning GPT-3.5 on the company slack so it "learned their tone of voice".

The result:

> Human: Write a 500 word blog post on prompt engineering > AI: Sure I shall work on that in the morning" > Human: "Do it now > AI: "ok"