For example, if we ask a model for the probability P(A) and another instance of the same model for the probability P(A&B), do the reported probabilities satisfy P(A) ≥ P(A&B)?

So that's it? Are you saying they compressed risk reduction to high school level stats calculations and a greater than or equal to? To early for this