Reading Between the Tokens: Improving Preference Predictions through Mechanistic Forecasting

Sarah Ball, Simeon Allmendinger, Frauke Kreuter +1

Large language models are increasingly used to predict human preferences in both scientific and business endeavors, yet current approaches rely exclusively on analyzing model outpu…