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    "headline": "Dual Unitarity Kept a Quantum Reservoir From Forgetting",
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    "dek": "Numerical tests found stronger memory and nonlinear processing with less finite-shot concentration on noisy-device-scale circuits.",
    "summary": "Numerical tests found stronger memory and nonlinear processing with less finite-shot concentration on noisy-device-scale circuits.",
    "body_text": "The brickwork circuits offer a structured platform for quantum reservoir computing. Under the paper’s conditions, dual unitarity improved memory effects and shielded readouts against finite-shot noise.",
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      "title": "arXiv preprint 2609.09292",
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