An erasure request names a customer. Legal wants them r...

The probe provides factual evidence that the PII exists, which contradicts the ML lead’s reliance on a regex. Since unlearning requires an enumeration you cannot produce and retraining for every request is not scalable, you must shift to a boundary-based strategy. Delete the record from the source datastore where erasure is verifiable, and establish a migration plan to retire the current checkpoint. Explicitly state that the current checkpoint retains residual exposure and that its retirement is the primary compliance deliverable.