Yeah this is why I don't like statistical and ML solutions in general. Monte Carlo sampling is already kinda throwing bullshit at the wall and hoping something works with absolutely zero guarantees and it's perfectly explainable.
But unfortunately for us, clean and logical classical methods suck ass in comparison so we have no other choice but to deal with the uncertainty.