Auditing AI Investment Recommendations as Executable Actions

Sidnei Barbieri, Wellington Vargas, Ágney Lopes Roth Ferraz

AI systems increasingly produce investment recommendations, yet the usual evaluations ask the wrong question. Realized return is noisy and easy to overfit, and agreement with a ref…