 Later that same day, Jefferson, after getting the warning, rode to safety, narrowly missing the arrival of the enemy troops. Thomas Jefferson's critics accused him of desertion. The General Assembly of Virginia later absolved him of any wrongdoing. In 1801, he became America's third president.