Traceable random numbers from a non-local quantum advantage.

Kavuri, Gautam A; Palfree, Jasper; Reddy, Dileep V; Zhang, Yanbao; Bienfang, Joshua C; Mazurek, Michael D; Alhejji, Mohammad A; Siddiqui, Aliza U et al. · Nature · 2025

basic_science · Level V

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Abstract

The unpredictability of random numbers is fundamental to both digital security<sup>1,2</sup> and applications that fairly distribute resources<sup>3,4</sup>. However, existing random number generators have limitations-the generation processes cannot be fully traced, audited and certified to be unpredictable. The algorithmic steps used in pseudorandom number generators<sup>5</sup> are auditable, but they cannot guarantee that their outputs were a priori unpredictable given knowledge of the initial seed. Device-independent quantum random number generators<sup>6-9</sup> can ensure that the source of randomness was unknown beforehand, but the steps used to extract the randomness are vulnerable to tampering. Here we demonstrate a fully traceable random number generation protocol based on device-independent techniques. Our protocol extracts randomness from unpredictable non-local quantum correlations, and uses distributed intertwined hash chains to cryptographically trace and verify the extraction process. This protocol forms the basis for a public traceable and certifiable quantum randomness beacon that we have launched<sup>10</sup>. Over the first 40 days of operation, we completed the protocol 7,434 out of 7,454 attempts-a success rate of 99.7%. Each time the protocol succeeded, the beacon emitted a pulse of 512 bits of traceable randomness. The bits are certified to be uniform with error multiplied by actual success probability bounded by 2<sup>-64</sup>. The generation of certifiable and traceable randomness represents a public service that operates with an entanglement-derived advantage over comparable classical approaches.