The Additional Medicare Tax is a 0.9% tax applied to wages, self-employment income, and railroad retirement compensation above certain thresholds, imposed to help fund Medicare. It specifically targets higher-income earners, with thresholds set at $200,000 for single filers and $250,000 for married couples filing jointly, and employers are required to withhold this tax from employee wages exceeding these amounts.