LLMs reward expertise
Author explains how know thing stuff about your domain, make you write better prompts and then you can reason with LLMs on the response hence getting better values from the LLM on the task as compared for the same task, person getting the value without domain knowledge. There is also a link to public ChatGPT chat b/w LLM and an expert mathematician