A new aggregation framework from Google AI Research enables private analytics without trusting a central server. The system uses cryptographic primitives to ensure data remains encrypted during computation. This removes the single point of failure in traditional secure aggregation. Practitioners can now perform large-scale telemetry analysis without compromising individual user privacy.