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This breakthrough from Zhejiang University significantly advances scalable quantum photonics by introducing a multiplexing architecture that boosts single-photon generation probability by 2.58 times compared to non-multiplexed methods. By utilizing combinatorial heralding and an intelligent switching network, the team overcomes fundamental scaling limits without merely replicating independent sources, offering a more efficient path toward high-fidelity quantum photonic systems.