Boustead Framework v1.3 ©2025 Research & IP — Creator: Kenneth Boustead Category: Applied AI Safety, Behavioral Alignment, Human–AI Interaction Systems A proprietary ethical interaction architecture designed for human–AI and multi-model alignment. The framework applies structured behavioral principles to improve long-form consistency, trust stability, and adaptive interaction quality across conversational and voice-based AI environments. Originally informed by leadership and team-based decision models tested in high-stakes operational settings, the framework evolved into a formal alignment methodology now undergoing controlled evaluation and refinement. Status: • Early testing indicates repeatable signal across multiple model classes • Preparing for controlled review and licensing exploration • Full methodology available only under NDA