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This study experimentally validates quantum Bernoulli factories using Bell-basis measurements on IBM superconducting hardware, achieving randomness processing tasks impossible for classical systems. By realizing classically inconstructible functions like $f(p)=2p$ without external random sources, the research establishes a resource-efficient primitive for quantum-enhanced stochastic simulation and sampling. These results demonstrate a tangible advantage of quantum resources over classical ones in specific randomness processing frameworks.
Experimental Quantum Bernoulli Factories via Bell-Basis Measurements
arXiv:2602.06193v2 Announce Type: replace Abstract: Randomness processing in the Bernoulli factory framework provides a concrete setting in which quantum resources can outperform classical ones. We experimentally demonstrate quantum randomness processing based on Bell-basis measurements of two identical input quoins prepared on IBM superconducting hardware. Using only the measurement outcomes (and no external classical randomness source), we realize the classically inconstructible Bernoulli doubling primitive $f(p)=2p$ and, as intermediate outputs from the same Bell-measurement statistics, an exact fair coin $f(p)=1/2$ and the classically inconstructible function $f(p)=4p(1-p)$. We benchmark the measured output biases against ideal predictions and discuss the impact of device noise. Our results establish a simple resource-efficient experimental primitive for quantum-to-classical randomness processing and support the viability of quantum Bernoulli factories for quantum-enhanced stochastic simulation and sampling tasks.
Abstract:Randomness processing in the Bernoulli factory framework provides a concrete setting in which quantum resources can outperform classical ones. We experimentally demonstrate quantum randomness processing based on Bell-basis measurements of two identical input quoins prepared on IBM superconducting hardware. Using only the measurement outcomes (and no external classical randomness source), we realize the classically inconstructible Bernoulli doubling primitive $f(p)=2p$ and, as intermediate outputs from the same Bell-measurement statistics, an exact fair coin $f(p)=1/2$ and the classically inconstructible function $f(p)=4p(1-p)$. We benchmark the measured output biases against ideal predictions and discuss the impact of device noise. Our results establish a simple resource-efficient experimental primitive for quantum-to-classical randomness processing and support the viability of quantum Bernoulli factories for quantum-enhanced stochastic simulation and sampling tasks.
arXiv:2602.06193 [quant-ph]
(or arXiv:2602.06193v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2602.06193 Focus to learn more arXiv-issued DOI via DataCite
https://doi.org/10.1063/5.0335817 Focus to learn more DOI(s) linking to related resources
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