They actually are witchcraft. They amplify the signal directly, without transforming it into electrical signal.

It’s all witchcraft anyway. I’m not sure what they use exactly, but even photodiodes are pure witchcraft.

There is still some witchcraft. Look up "optical pumping amplifier" for instance.