Prediction markets are evolving from betting tools into a global truth layer, aggregating information into tradable probability signals. Prediction Market Agents enable executable probabilistic portfolio management—using data, ML, and automation to capture mispricing via deterministic arbitrage and structured signals. With infrastructure, strategy ecosystems, and vault models emerging, the space is still early—a breakout moment may be approaching.