Google researchers implemented frozen Multi-Token Prediction to accelerate Gemini Nano on Pixel devices. This technique allows the model to predict multiple future tokens simultaneously without retraining the core weights. It reduces inference latency while maintaining output quality. Developers can now deploy more responsive on-device AI without sacrificing battery life or performance.