English

Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy

Human-Computer Interaction 2020-02-25 v2 Artificial Intelligence

Abstract

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.

Keywords

Cite

@article{arxiv.2002.04087,
  title  = {Human-Centered Artificial Intelligence: Reliable, Safe & Trustworthy},
  author = {Ben Shneiderman},
  journal= {arXiv preprint arXiv:2002.04087},
  year   = {2020}
}

Comments

15 pages, followed by 4 pages of references, 6 figures

R2 v1 2026-06-23T13:37:32.538Z