I think the only thing that's unclear, and what LLM companies want to fine-tune, is how much sycophancy they want. Too much, like the article mentions, and it becomes grotesque and breaks suspension of disbelief. So they want to get it just right, friendly and supportive but not so grotesque people realize it cannot be true.