AI Polymarket trading agents represent a new class of algorithmic systems designed to operate in markets where prices reflect probabilities rather than cash flows. Instead of forecasting stock earnings or currency moves, these agents estimate the likelihood of real-world events - elections, economic indicators, legal outcomes, or geopolitical...