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A 0.5B-parameter neural tensor-network pre-trained on hundreds of thousands of Hamiltonians generalizes to arbitrary systems—scaling to 8100 qubits.

Geneva field test—a leap for quantum networks: ytterbium-doped crystal stores entanglement across 8,235 temporal modes over 5.66 km of metropolitan fiber.