Calibration research keeps returning the same result: confidence outruns accuracy, and the gap widens with information and expertise. Investors express it as precise forecasts, oversized positions and returns traded away. The counters are unglamorous - record explicit probabilities and score them later, and size every position for the version of the future where you are wrong.
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