Revisiting Nancy Cartwright's Notion of Reliability: Addressing Quantum Devices' Noise
Galina Weinstein

TL;DR
This paper explores how classical notions of reliability and reproducibility need adaptation for quantum devices, introducing the concept of 'noisy reliability' to better assess quantum systems' trustworthiness amidst inherent noise.
Contribution
It proposes the concept of 'noisy reliability' to address the unique challenges of evaluating quantum device performance considering quantum noise and complexity.
Findings
Classical reliability concepts require adaptation for quantum systems.
Quantum noise significantly impacts reproducibility of quantum experiments.
Introduction of 'noisy reliability' as a new framework for quantum device assessment.
Abstract
This paper serves as an addendum to my previously published work, which delves into the experimentation with the Google Sycamore quantum processor under the title "Debating the Reliability and Robustness of the Learned Hamiltonian in the Traversable Wormhole Experiment." In the preceding publication, I extensively discussed the quantum system functioning as a dual to a traversable wormhole and the ongoing efforts to discover a sparse model that accurately depicts the dynamics of this intriguing phenomenon. In this paper, I bring to light an important insight regarding applying Nancy Cartwright's ideas about reliability and reproducibility, which are deeply rooted in classical scientific practices and experiments. I show that when applied to the realm of quantum devices, such as Google's Sycamore quantum processor and other Noisy Intermediate-Scale Quantum (NISQ) devices, these…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsQuantum Mechanics and Applications
