#llm ranker

Do Synthetic Personas Predict Real Audience Response? A Sim-toNEW⭐8

Synthetic personas hurt LLM copy prediction: a no-persona baseline beats ten-persona panels on real Upworthy A/B tests, tapping a better prior than role-play.