I'd be surprised if there weren't somewhere out there who didn't understand additivity of variance (and linear combination with the covariance terms, or that it is a more natural parameter for the normal distrovution, or some other reason) but had founded and sold a machine learning company. Further, this seems a bit like asking someone with several years of development experience if he knows what a compiler is.