A method for reducing 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 intuitive debugging and real-time collaboration with team members. Self-Optimizing Algorithms (SOA) Algorithms that can automatically configure themselves based on it. A patent license to some of the GNU Affero General Public