“我可以向你保证[ $\ldots$ ]一切都会好起来的”--人类自主信任关系中算法保证的定义、案例和调查
"I can assure you [$\ldots$] that it's going to be all right" -- A definition, case for, and survey of algorithmic assurances in human-autonomy trust relationships
摘要：
随着技术变得越来越先进，那些设计、使用和受其影响的人想知道它会正确地运行，并了解它为什么会这样做，以及如何正确地使用它。本质上，他们希望能够信任正在设计的系统。在这项调查中，我们提出的保证是用户可以理解如何信任这项技术的方法。人类和自治之间的信任进行审查，并强调设计的保证的影响。一项调查的研究，已经进行了保证方面，并提取了几个关键的想法，以完善的保证的定义。确定和讨论了未来研究的几个方向。
英文摘要：
As technology become more advanced, those who design, use and are otherwise affected by it want to know that it will perform correctly, and understand why it does what it does, and how to use it appropriately. In essence they want to be able to trust the systems that are being designed. In this survey we present assurances that are the method by which users can understand how to trust this technology. Trust between humans and autonomy is reviewed, and the implications for the design of assurances are highlighted. A survey of research that has been performed with respect to assurances is presented, and several key ideas are extracted in order to refine the definition of assurances. Several directions for future research are identified and discussed.
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。
