Communication Initialization Profile (CIP)
What is the least an LLM needs to know about someone to adapt how it communicates with them?
CIP is our answer for the start of an interaction, before the model has any history with a person: 16 items that go into the system prompt, so the model can adapt its tone, level of detail, structure, and initiative.
Every response on this page was generated by GPT-4o in our study. Nothing is generated live: your answers are matched to the closest study participant.
Same question, different people
Three study participants asked the same question with their CIP answers in the system prompt. The fourth response had no profile.
Take the CIP
Answer the 16 items as they appeared in the study. It takes about two to three minutes.
Your answers
Each bar is one item, in questionnaire order. Taller means higher on that item's scale.
Your system prompt
Show the exact prompt your answers produce
Built with the same template as the study, with no model in between.