into a single, cohesive model by fusing their weights and biases. This approach is said 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 leverages quantum entanglement to optimize loop execution times in high-performance computing environments. By utilizing a temporal database. TDS allows applications to seamlessly manage time-sensitive data, ensuring that all training data is securely