| Description |
1 online resource (141 p.) |
| Note |
Description based upon print version of record. |
| 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 |
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Appendix B: Human-AI Teaming Workshop Agenda -- Appendix C: Definitions |
| Summary |
"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 model of causation important for understanding and predicting future events. These limitations mean that AI will remain inadequate for operating on its own in many complex and novel situations for the foreseeable future, and that AI will need to be carefully managed by humans to achieve their desired utility. Human-AI Teaming: State-of-the-Art and Research Needs examines the factors that are relevant to the design and implementation of AI systems with respect to human operations. This report provides an overview of the state of research on human-AI teaming to determine gaps and future research priorities and explores critical human-systems integration issues for achieving optimal performance." -- Provided by publisher. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Human-computer interaction.
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Artificial intelligence.
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Technology -- Psychological aspects.
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artificial intelligence. |
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Artificial intelligence |
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Human-computer interaction |
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Technology -- Psychological aspects |
| Added Author |
Education, Division of Behavioral and Social Sciences and.
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Integration, Board on Human-Systems.
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Laboratory, Committee on Human-System Integration Research Topics for the 711th Human Performance Wing of the Air Force Research.
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| Other Form: |
Print version: National Academies of Sciences, Engineering, and Medicine Human-AI Teaming Washington, D.C. : National Academies Press,c2022 9780309270175 |
| ISBN |
030927026X |
|
9780309270267 (electronic bk.) |
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