It's priced in, yeah. As I said in the comment and in the post, VAT on its own is not nice. The paper also states:

> Nevertheless, any VAT increases, including VAT base broadening measures that impact the poor, should be accompanied by compensation measures for poorer households, such as targeted tax credits or benefit payments.

Which is essentially what I propose through UBI, I just have broader scope.