“Nested Complexity” Framework for Human-Centered AI-Augmented Leadership

IF 0.6 Q4 MANAGEMENT
Elizabeth Goryunova, Robert M. Yawson
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引用次数: 0

Abstract

Persistent complex environmental and socioeconomic challenges, political turbulence, and accelerating technological innovation create an intricate and dynamic environment. Artificial intelligence (AI) offers potential solutions for navigating complexity. However, its deployment introduces its own multifaceted challenges—technological, ethical, and regulatory—all embedded within environmental complexity. Conceptualizing AI implementation as a “nested complexity” recognizes AI as a dynamic phenomenon contributing to the complexity within which organizations operate, thus encouraging organizational leaders to be cognizant of the intricacies, constraints, and evolving nature of AI, and to utilize an adaptive and iterative approach to its implementation.

以人为中心的人工智能增强领导力的“嵌套复杂性”框架
持续复杂的环境和社会经济挑战、政治动荡和加速的技术创新创造了一个复杂而动态的环境。人工智能(AI)为导航复杂性提供了潜在的解决方案。然而,它的部署也带来了多方面的挑战——技术、道德和监管——所有这些都植根于环境的复杂性。将人工智能的实现概念化为“嵌套的复杂性”,将人工智能视为一种动态现象,有助于组织运作的复杂性,从而鼓励组织领导者认识到人工智能的复杂性、局限性和不断发展的本质,并利用自适应和迭代的方法来实现人工智能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
3.60
自引率
6.70%
发文量
33
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