At ICML 2026, Scott — Member of Technical Staff at Mantic — gave an invited talk to the AI forecasting workshop.
Scott discusses:
The history of the field
Two engines that enabled human-level forecasting performance
Why these engines may not enable superhuman forecasting performance
Two ideas to remedy this: 1) a new kind of forecasting tournament, and 2) training models for forecasting with reinforcement learning
