We propose a system architecture that facilitates dynamic assurance of autonomous systems embedding machine learning-based components. We also introduce dynamic assurance cases as a generic framework to provide justified confidence in their capabilities.

中文翻译：

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动态保证案例：通往可信自治的途径

我们提出了一种系统架构，有助于动态保证嵌入基于机器学习的组件的自治系统。我们还引入了动态保证案例作为通用框架，以提供对其能力的合理信心。