Why do tax brackets work this way why is it that a Rich/Wealthy person the first few 000 dollars may be taxed?

Tax brackets work the way they do because the Internal Revenue Service administers the Internal Revenue Code that has been enacted by Congress. Any changes to the Internal Revenue Code must be made through congressional law.