Tax does not always hurt, or always hurt the poorest. It can shape markets to the benefit of the people, and it can provide for public works and infrastructure.

There are definitely arguments about how much people should be taxed and what is done with the tax money, and the Australian tax revenue figure does seem massive compared to the US or UK (they do get better services for it, IMHO). But the sweeping idea that "tax bad" is silly.