Before committing, it is necessary to evaluate the limits of this approach. If only the benchmarks on reduced systems are considered, the risk of a false positive is significant, as extrapolating to more numerous assets introduces unforeseen complexities. The example of the failure of Long-Term Capital Management demonstrates that sophisticated modeling, even validated on past data, can collapse under real market conditions.