Theodore Olson argues against its constitutionality.
The Constitution requires that “direct taxes” have to be apportioned among the states in proportion to their population, with an exception for income taxes. The border-adjusted tax, Olson says, is a direct tax, is not an income tax, and can’t be apportioned among the states.
I hadn’t considered this argument before, but it seems like a strong one.