I saw an example recently of a sort of “AI Codec” :
A person has to send a message to a respected figure of authority. They organize their thoughts and requests into a clear and concise bulleted list with explanations. But, that seemed heavily informal and unprofessional. So they used AI to convert the bullets to paragraphs and sent it out.
The authority received the large body of text but, due to time commitments and attention, they didn’t have time to read it all. They used AI to convert the text to a concise bulleted list.
This is great. Maybe this hints at a different approach, instead of asking the LLM to expand the bullets into paragraphs we could ask it to generate a text that, when asked to be summarized by an LLM will produce the original bullets.
The authority received the large body of text but, due to time commitments and attention, they didn’t have time to read it all. They used AI to convert the text to a concise bulleted list.