A new framework from Google AI Research introduces formal methods to audit machine unlearning. The system verifies if specific training data was successfully removed from a model without degrading overall performance. This provides a technical baseline for compliance with data privacy laws. Practitioners can now quantify the effectiveness of erasure requests.