Prediction markets have some genuinely clever mechanics worth studying. The way they're structured—especially around information aggregation and incentive alignment—opens up interesting possibilities. Whether it's improving price discovery or creating better mechanisms for forecasting outcomes, there's real innovation happening in this space. The design choices they make can make or break user adoption and market efficiency.