You should read your own links. It might help you to understand how taxes work.

However do explain in your words why this happens.

“Taken as a whole, the federal income tax is progressive, meaning that those with higher incomes pay at higher rates. But the system’s progressivity tends to break down at the very uppermost income levels.”