Harnessing Pre-Resolution Signals for Future Prediction Agents

arXiv:2604.15719v3 Announce Type: replace Abstract: Many high-stakes decisions depend on forecasts made before outcomes are known. In this future prediction setting, the central challenge is that public evidence evolves over time, while the main supervision signal arrives only after resolution: the...