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arXiv 2412.13151quant-ph
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量子技术报告的模型卡

Model Cards for Quantum Technologies Reporting

Mark J Everitt, Siyuan Ji

AI总结:

本文提出量子技术领域的模型卡,用于记录设备性能与使用案例,以促进透明度、技术选择及标准化,旨在推动社区建立知识体系。

摘要:

有许多新兴的量子技术,在计算、通信和传感等应用领域具有颠覆性潜力。在这样一个快速发展的领域,需要:与设备、其性能和局限性相关的透明度和问责制;评估新实体以集成到现有系统的能力;提供足够的信息以进行技术选择;在机构内部和跨机构以及学科领域内共享知识;管理风险并确保符合监管框架;推动创新。在此,我们提出用于量子技术中实体使用案例和性能特征文档化的模型卡。本文档的目的因此是激发讨论,并开始激励社区建立足够的知识体系,以便能够开发和标准化最有用的模型卡形式。

英文摘要:

There are a number of emerging quantum technologies that have the potential to be disruptive in application areas such as computation, communication and sensing. In such a rapidly emerging field, there is a need for: transparency and accountability pertaining to devices, their performance, and limitations; the ability to assess new entities for integration into existing systems; sufficient information to undertake technology selection; share knowledge within and across institutions and discipline domains; manage risk and assure compliance with regulatory frameworks; drive innovation. Here we propose Model Cards for documentation detailing use-cases and performance characteristics of entities for use in quantum technologies. Purpose of this document is therefore to stimulate discussion and begin to motivate the community to build a sufficient body of knowledge so that the most useful form of Model Cards can be developed and standardised.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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