When you account for all taxes this may be true but for just income taxes it isn’t. According to the link below the bottom 50% makeup just 2.34% of income taxes paid. So, eliminating income taxes and maybe adding a return free filing option for the bottom 50% of households looks super doable.
Source: https://www.ntu.org/foundation/tax-page/who-pays-income-taxe...