CSS3 introduces several new properties for styling backgrounds and borders in CSS. Some of the key new properties include border-radius for rounded corners, box-shadow for drop shadows, border-image for image borders, background-size for sizing backgrounds, and multiple backgrounds to use more than one image. Browser support for CSS3 is improving, with most modern browsers now supporting the new CSS3 background and border properties.