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illustrates. prediction bots submit “up” and “down” predictions with a stake-weighted confidence on each, i.e. “two-sided prediction”. Model accuracy research. We continued to improve our own internal models’ accuracy. We also learned that for models with 52% accuracy, two-sided bots could compete