Reposted by Logan Moseley
There's zero reason a LLM has to transform a prompt into prose.
For example, a search engine could transform prompts into URLs and then vet it against a second index to make sure it's not made up and possible combine it with other algorithms (e.g. for ranking) to improve quality.