Despite large progress in Explainable and Safe AI, practitioners suffer from
a lack of regulation and standards for AI safety. In this work we merge recent
regulation efforts by the European Union and first proposals for AI guidelines
with recent trends in research: data and model cards. We propose the use of
standardized cards to document AI applications throughout the development
process. Our main contribution is the introduction of use-case and operation
cards, along with updates for data and model cards to cope with regulatory
requirements. We reference both recent research as well as the source of the
regulation in our cards and provide references to additional support material
and toolboxes whenever possible. The goal is to design cards that help
practitioners develop safe AI systems throughout the development process, while
enabling efficient third-party auditing of AI applications, being easy to
understand, and building trust in the system. Our work incorporates insights
from interviews with certification experts as well as developers and
individuals working with the developed AI applications.

在本研究中，我们结合欧洲联盟的最新监管努力和针对 AI 指南的初步提案与研究趋势：数据和模型卡片。我们建议在整个开发过程中使用标准化卡片来记录 AI 应用，主要贡献是引入了用例和操作卡片，并对数据和模型卡片进行了更新，以满足监管要求。我们的卡片引用了最近的研究以及监管规定的来源，并在可能的情况下提供了额外支持材料和工具箱的参考。我们的目标是设计出有助于从业人员在开发过程中开发安全 AI 系统的卡片，同时使得第三方对 AI 应用进行高效审计，易于理解，并在系统中建立信任。我们的工作结合了与认证专家、开发人员和使用开发的 AI 应用的个人的访谈洞察。