If anyone was hoping for a more technical explanation, I find these pages do a good job explaining the inner workings behind the format
https://docs.krita.org/en/general_concepts/colors/bit_depth....
https://docs.krita.org/en/general_concepts/colors/color_spac...
https://docs.krita.org/en/general_concepts/colors/scene_line...