This workshop Report Out focuses on the foundational elements of trustworthy AI and OR technology, and how to ensure all AI and OR systems implement these elements in their system designs. Four sessions on various topics within Trustworthy AI were held, these being Fairness, Explainable AI/Causality, Robustness/Privacy, and Human Alignment and Human-Computer Interaction. Following discussions of each of these topics, workshop participants also brainstormed challenge problems which require the collaboration of AI and OR researchers and will result in the integration of basic techniques from both fields to eventually benefit societal needs.
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本次研讨会的汇报集中在可信AI和OR技术的基础元素上,以及如何确保所有AI和OR系统在其系统设计中实现这些元素。研讨会分别围绕公平性、可解释AI/因果关系、健壮性/隐私和人员配对和人机交互等主题进行了四次会议。在讨论了这些话题后,研讨会参与者还为需要AI和OR研究人员合作的挑战问题进行了头脑风暴,最终将基本技术从两个领域集成合并以最终有益于社会需求。