Human-AI Teaming State-Of-the-Art and Research Needs.

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"Although artificial intelligence (AI) has many potential benefits, it has also been shown to suffer from a number of challenges for successful performance in complex real-world environments such as military operations, including brittleness, perceptual limitations, hidden biases, and lack of a...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: National Academies of Sciences, Engineering, and Medicine
Other Authors: Education, Division of Behavioral and Social Sciences and, Integration, Board on Human-Systems, Laboratory, Committee on Human-System Integration Research Topics for the 711th Human Performance Wing of the Air Force Research
Format: Electronic eBook
Language:Inglés
Published: Washington, D.C. : National Academies Press, 2022.
Subjects:
Human-computer interaction.
Artificial intelligence.
Technology > Psychological aspects.
Artificial Intelligence
Intelligence artificielle.
Technologie > Aspect psychologique.
artificial intelligence.
Artificial intelligence
Human-computer interaction
Technology > Psychological aspects
Online Access:Texto completo
Table of Contents:
  • Intro
  • FrontMatter
  • Preface
  • Acknowledgment of Reviewers
  • Contents
  • Summary
  • 1 Introduction
  • 2 Human-AI Teaming Methods and Models
  • 3 Human-AI Teaming Processes and Effectiveness
  • 4 Situation Awareness in Human-AI Teams
  • 5 AI Transparency and Explainability
  • 6 Human-AI Team Interaction
  • 7 Trusting AI Teammates
  • 8 Identification and Mitigation of Bias in Human-AI Teams
  • 9 Training Human-AI Teams
  • 10 HSI Processes and Measures of Human-AI Team Collaboration and Performance
  • 11 Conclusions
  • References
  • Appendixes
  • Appendix A: Committee Biographies
  • Appendix B: Human-AI Teaming Workshop Agenda
  • Appendix C: Definitions

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