From Delegates to Trustees: How Optimizing for Long-Term Interests Shapes Bias and Alignment in LLM

Suyash Fulay, Jocelyn Zhu, Michiel Bakker

Large language models (LLMs) have shown promising accuracy in predicting survey responses and policy preferences, which has increased interest in their potential to represent human…