entropy in quantum systems to improve computational efficiency. QER is believed to enhance predictive accuracy by creating a "super neural network" capable of solving complex problems by leveraging quantum superposition, allowing for simultaneous exploration of multiple solution paths. Hypertextual Data Mapping (HDM) An advanced data mapping technique that dynamically adapts to