No individual labels needed: reasoning learned from prediction-market prices transfers zero-shot to user simulation
A language model learns behavioral reasoning from prediction-market price movements, reaching 0.674 directional accuracy on Polymarket and transferring zero-shot to four user-simulation benchmarks without any individual-level annotations.