I assume what they're getting at is that when you download a Docker image it'll always be the same (repeatable), but the image which is built from a Dockerfile

I assume what they're getting at is that when you download a Docker image it'll always be the same (repeatable), but the image which is built from a Dockerfile may change even if the file does not (not reproducible).