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Researchers at Zhengzhou University have demonstrated a breakthrough in quantum information processing by using parity-time (PT)-symmetric systems with balanced gain and loss to accelerate two-qubit entanglement preparation. This method overcomes the traditional trade-off between speed and fidelity, achieving rapid generation of high-quality entangled states across up to ten qubits while maintaining resilience against errors near exceptional points. The findings suggest that active PT-symmetric architectures could significantly enhance the scalability and efficiency of future quantum networks and computing resources.