Financial Regulation and AI: A Faustian Bargain?

Important work is just flowing these days, and much of it (of course) concerns AI: We study whether AI methods applied to large-scale portfolio holdings data can improve financial regulation. We build a state-of-the-art, graph-based deep learning model tailored to security-level data on the holdings of financial intermediaries. The architecture incorporates economic priors and learns […]