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.
Board on Human-Systems Integration & Committee on Human-System Integration Research Topics for the 711th Human Performance Wing of the Air Force Research Laboratory
Human-AI Teaming [EPUB ebook]
State-of-the-Art and Research Needs
Human-AI Teaming [EPUB ebook]
State-of-the-Art and Research Needs
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语言 英语 ● 格式 EPUB ● 网页 140 ● ISBN 9780309270359 ● 出版者 National Academies Press ● 发布时间 2022 ● 下载 3 时 ● 货币 EUR ● ID 9189140 ● 复制保护 Adobe DRM
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