What is the purpose of collecting taxes from our weekly paycheck?

So I can't buy a better fishing boat.

The U.S. tax system (federal income taxes, Social Security and Medicare taxes, state income taxes) are set up as a pay-as-you-go system to keep the federal and states funded throughout the year.