Universal Quantum Transformer

The Universal Quantum Transformer (UQT) is a novel quantum-native computing architecture designed to overcome classical neural networks' struggles with exact mathematical symmetries. It leverages physical properties of multi-qubit systems for precise mathematical and algebraic reasoning, demonstrating perfect learning of cyclic modular arithmetic on a compact 5-qubit substrate.