论文标题
以人为中心的人工智能:可靠,安全和值得信赖
Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy
论文作者
论文摘要
精心设计的技术可提供高水平的人类控制和高水平的计算机自动化,可以提高人类绩效,从而导致更广泛的采用。以人为中心的人工智能(HCAI)框架阐明了如何(1)设计高水平的人类控制和高水平的计算机自动化,以提高人类的性能,(2)了解必要全面的人类控制或完全计算机控制的情况,并且(3)避免过多的人类控制危险或过度的人类控制或过度的计算机控制或过度的计算机控制。 HCAI的方法更有可能生产可靠,安全和值得信赖的设计。实现这些目标将大大提高人类绩效,同时支持人类的自我效能,精通,创造力和责任感。
Well-designed technologies that offer high levels of human control and high levels of computer automation can increase human performance, leading to wider adoption. The Human-Centered Artificial Intelligence (HCAI) framework clarifies how to (1) design for high levels of human control and high levels of computer automation so as to increase human performance, (2) understand the situations in which full human control or full computer control are necessary, and (3) avoid the dangers of excessive human control or excessive computer control. The methods of HCAI are more likely to produce designs that are Reliable, Safe & Trustworthy (RST). Achieving these goals will dramatically increase human performance, while supporting human self-efficacy, mastery, creativity, and responsibility.