I contemplated building an airgapped secret machine that could only communicate data with outside machines via qr codes and a webcam. The main reason to do this isn't that the airgapped computer isn't compromised, but that even if it is, I could monitor all data moving in and out of it. Even a USB drive passed back and forth could secretly transfer data I don't know about. Secret data is so small compared to the size…
Thus any USB used to transfer data/software to the air-gapped machine should be destroyed immediately afterwards and you should probably use something like pen & paper as your only allowed output method.