AI-teaming: Redefining collaboration in the digital era

IF 6.3 2区心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY

Current Opinion in Psychology Pub Date : 2024-06-29 DOI:10.1016/j.copsyc.2024.101837

引用次数: 0

Abstract

Integrating artificial intelligence (AI) into human teams, forming human-AI teams (HATs), is a rapidly evolving field. This overview examines the complexities of team constellations and dynamics, trust in AI teammates, and shared cognition within HATs. Adding an AI teammate often reduces coordination, communication, and trust. Further, trust in AI tends to decline over time due to initial overestimation of capabilities, impairing teamwork. Despite AI's potential to enhance performance in contexts like chess and medicine, HATs frequently underperform due to poor team cognition and inadequate mutual understanding. Future research must address these issues with interdisciplinary collaboration between computer science and psychology and advance robust theoretical frameworks to realize the full potential of human-AI teaming.

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人工智能团队：重新定义数字时代的协作

将人工智能（AI）融入人类团队，形成人类-AI 团队（HATs），是一个快速发展的领域。本综述将探讨团队组合和动态、对人工智能队友的信任以及在 HATs 中共享认知的复杂性。增加一名人工智能队友往往会减少协调、沟通和信任。此外，由于最初高估了人工智能的能力，随着时间的推移，对人工智能的信任往往会下降，从而损害团队合作。尽管人工智能在国际象棋和医学等领域具有提高成绩的潜力，但由于团队认知不足和相互理解不够，HATs 的成绩往往不佳。未来的研究必须通过计算机科学和心理学之间的跨学科合作来解决这些问题，并推进强大的理论框架，以充分发挥人类-人工智能团队合作的潜力。

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

Current Opinion in Psychology PSYCHOLOGY, MULTIDISCIPLINARY-

CiteScore

12.10

自引率

3.40%

发文量

293

审稿时长

53 days

期刊介绍： Current Opinion in Psychology is part of the Current Opinion and Research (CO+RE) suite of journals and is a companion to the primary research, open access journal, Current Research in Ecological and Social Psychology. CO+RE journals leverage the Current Opinion legacy of editorial excellence, high-impact, and global reach to ensure they are a widely-read resource that is integral to scientists' workflows. Current Opinion in Psychology is divided into themed sections, some of which may be reviewed on an annual basis if appropriate. The amount of space devoted to each section is related to its importance. The topics covered will include: * Biological psychology * Clinical psychology * Cognitive psychology * Community psychology * Comparative psychology * Developmental psychology * Educational psychology * Environmental psychology * Evolutionary psychology * Health psychology * Neuropsychology * Personality psychology * Social psychology