Well walls are a lot thicker than paper, and so there’s physically many more atoms in the way and many more chances to absorb incoming light.
Lets say that material absorbs 90% of incoming light per milimeter.
A piece of paper that’s less than a millimeter will still transmit a lot of light. A chunk of the same material a centimeter thick will block all incoming light.
Latest Answers