The issue is that even with open source software, "trust" enter into play when everyone cannot possibly inspect the source code at every update. So the publisher of the software does need a certain amount of (subjective) "credibility", even though the source is available.
This can be mitigated by disabling auto-update functionality and insisting on reproducible builds.