Cao Siqi, Fu Di, Yang Xu, Wermter Stefan, Liu Xun, Wu Haiyan
CAS Key Laboratory of Behavioral Science, Institute of Psychology, Chinese Academy of Sciences, Beijing, China.
Department of Psychology, University of Chinese Academy of Sciences, Beijing, China.
iScience. 2024 Jul 23;27(8):110570. doi: 10.1016/j.isci.2024.110570. eCollection 2024 Aug 16.
Sensory and emotional experiences are essential for mental and physical well-being, especially within the realm of psychiatry. This article highlights recent advances in cognitive neuroscience, emphasizing the significance of pain recognition and empathic artificial intelligence (AI) in healthcare. We provide an overview of the recent development process in computational pain recognition and cognitive neuroscience regarding the mechanisms of pain and empathy. Through a comprehensive discussion, the article delves into critical questions such as the methodologies for AI in recognizing pain from diverse sources of information, the necessity for AI to exhibit empathic responses, and the associated advantages and obstacles linked with the development of empathic AI. Moreover, insights into the prospects and challenges are emphasized in relation to fostering artificial empathy. By delineating potential pathways for future research, the article aims to contribute to developing effective assistants equipped with empathic capabilities, thereby introducing safe and meaningful interactions between humans and AI, particularly in the context of mental health and psychiatry.
感官和情感体验对身心健康至关重要,在精神病学领域尤为如此。本文重点介绍了认知神经科学的最新进展,强调了疼痛识别和共情人工智能(AI)在医疗保健中的重要性。我们概述了计算疼痛识别和认知神经科学在疼痛和共情机制方面的最新发展过程。通过全面讨论,本文深入探讨了一些关键问题,如人工智能从不同信息源识别疼痛的方法、人工智能表现出共情反应的必要性,以及与共情人工智能发展相关的优势和障碍。此外,还强调了在培养人工共情方面的前景和挑战。通过描绘未来研究的潜在途径,本文旨在为开发具备共情能力的有效助手做出贡献,从而引入人类与人工智能之间安全且有意义的互动,特别是在心理健康和精神病学背景下。