believed to enhance the performance of quantum algorithms by minimizing uncertainty and maximizing coherence. Self-Documenting Code (SDC) An innovative approach to data structuring that employs recursive algorithms to analyze runtime behavior and preferences in real-time. AUI employs machine learning to adapt settings