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This work proposes to learn behavioral reasoning from prediction markets, whose price trajectories record how populations respond to real-world events at scale, and introduces macro2mind, which trains a language model with GRPO using market signals.
Threshold and judge diagnostics further clarify the limits of interpreting realization as precise anticipation and provides a common task for studying which research ideas a community subsequently pursues and how reliably this outcome can be measured.
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