It is not true of every app. Bitcoin core has a reproducible build process. You can verify the published binary came from the published source. However I don’t think this is possible for iOS apps due to Apple’s signing process.

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No non-dev user is verifying any binary. They will just install and use. The whole verification thing is for a tiny subset of people technical enough to understand it.