Can Large Language Models Accurately Predict Public Opinion? A Review

This article reviews the capacity of Large Language Models (LLMs) to accurately predict public opinion. Through a meta-analysis of recent research, we evaluate metrics such as accuracy, correlation, and bias to assess the implications for survey-based social science.Our findings indicate that LLMs demonstrate high accuracy in predicting demographic responses and aligning with survey data, suggesti…