Experiential AI is presented as a research agenda in which scientists and artists come together to investigate the entanglements between humans and machines, and an approach to human-machine learning and development where knowledge is created through the transformation of experience. The paper discusses advances and limitations in the field of explainable AI; the contribution the arts can offer to address those limitations; and methods to bring creative practice together with emerging technology to create rich experiences that shed light on novel socio-technical systems, changing the way that publics, scientists and practitioners think about AI.

翻译：体验式人工智能被提出作为一项研究议程，科学家与艺术家在此共同探究人类与机器之间的相互纠缠，同时作为一种人机学习与发展的方法，其中知识通过经验的转化而生成。本文讨论了可解释人工智能领域的进展与局限性；艺术可为应对这些局限性做出的贡献；以及将创造性实践与新兴技术相结合的方法，以创造能够阐明新型社会技术系统的丰富体验，从而改变公众、科学家及从业者对人工智能的思考方式。