Prediction markets can surface the thematic risk that factor models miss.
Standard factor models explain a lot, but conflict, policy, energy, and recession themes are often episodic and easy to bury inside specific risk. We use prediction markets to isolate those themes, turn them into live baskets, and make them easier to attribute and hedge.
Thematic risk can still be measurable even when it sits outside standard factor buckets.
We aggregate related contracts, roll them as expiries change, and publish one thematic level.
We compare baskets against Barra-style frameworks and use the result for diagnostics and hedge design.