Constitutional AI and the Stochastic Funnel Problem

Anthropic recently published a defense of their safety approach that deserves scrutiny. Their argument is simple: pre-training filtering (removing dangerous knowledge before training) doesn’t work, but Constitutional Classifiers (teaching models to r...