You do not need to compile it yourself. The build just needs to be deterministic and compiled by multiple independent parties you trust. This is the entire poin

You do not need to compile it yourself. The build just needs to be deterministic and compiled by multiple independent parties you trust. This is the entire point of the reproducible builds project. Participating projects make themselves immune from a single release engineer executing whatever code they want on end clients.