A new approach called Contract-Bounded Evidence Activation (CBEA) with Lexicographic Commitment Validation (LCV) significantly improves the reliability of personalized language systems by reducing failures during commitment phases. This method achieves zero failures in validation scope while maintaining lower median input payloads, indicating a shift towards more controlled and efficient AI personalization techniques.