1/ It's absolutely impossible to stop paying tax.
You sure can avoid paying income tax, but if you drive a car and buy gas, sleep at an hotel or buy a sugary drink, you will pay some tax doing any of those acts.
2/ You can get out of government control.
I know because I've done it. The last time I've paid income tax was in 1997, and nowadays, I don't even bother filling a single tax form. I wouldn't not even know in what country I should fill one as I'm traveling all the time. I'm writing this from Chisinau, Moldova. I've arrived in this country yesterday, and I'm leaving next week. But not paying income tax is only one side of the question, I've stopped being a citizen. I don't vote. I couldn't even register to vote as I don't have a fixed address in the country which grants me a passport.
That's the point, you must stop being a citizen.
You are absolutely right in the fact that you pay taxes one way or another. Some jobs are very taxing on your strength. And, even if you don't pay IRS taxes directly, some of the money interaction you do with others winds up in the pockets of the IRS. So, yes. Taxation will always happen in some form.
In the USA, it is advisable to not become a non-citizen. There are many perks for a State Citizen. One of the perks is that IRS law is not a thing that happens to you directly. And State taxes is another.
Why does the IRS not tax a State Citizen? Because the State, having been given autonomy with its statehood, is like a different country. As long as you do not sign up with the Federal Government for something where you sign directly with them, IRS taxes don't apply... just like a China citizen doesn't pay IRS taxes if he doesn't sign up with the USA for something from the USA directly.
And the reason why a State Citizen doesn't pay State income taxes is, all the States base their income taxes on the Federal. If you don't have any IRS taxes, you can't have any State taxes... nothing to base it on.