[madsbuch]

> in applications requiring accuracy

You have it right there. There is a large set of applications that does not require accuracy. These applications will benefit hugely from LLMs. Examples include recommender systems, knowledge extraction, transformation, etc. all in domains where accuracy does not matter too much.

In particular, instruct aligned LLMs makes it very easy to integrate ad hoc machine learning into an application.