Yes. Digital noise.
Bicubic compression attempts to smooth sharp pixel edges. It looks OK at normal resolution but when you blow it up it takes on unnatural straight edges. Pixels are single color data. You don’t get half red and half white pixels, you get a red pixel, a pink pixel, and a white pixel. Bicubic is the most commonly used size reduction option in photoshop.