Reductionism, connectionism and the limits of interpretable models

A post jokes about prescribing a drug no one understood. Quoting it, a commenter calls the belief that nature can be reduced to a few verifiable variables a trap. They argue that connectionism instead produces workable statistical approximations and that reasoning through interpretable models has limits.