Hello, World
I built a deterministic safety layer for FoundationModels called Newton. It validates prompts before inference — if validation fails, generation never happens.
It catches jailbreaks, hallucination traps, corrosive frames, and logical contradictions with 94% accuracy on adversarial inputs. All on-device, native Swift, no dependencies.
Newton also has a front-facing Intelligent Partner named Ada, and given the incredible integration with FoundationModels and various census data and shape files, this is all available PRIVATE AND OFFLINE.
Running on iOS 26 beta today. Happy to demo. https://github.com/jaredlewiswechs/ada-newton
— Jared Lewis parcri.net
