The ability to perform causal reasoning is widely considered a core feature of intelligence.

Typically labels for these tasks come from human annotators.

Informally, our main result may be stated as follows: Under any stochastic Riemannian Robbins-Monro method, the probability of converging to a strict saddle point (or a submanifold thereof) is zero.