Artificial Intelligence and Management: The Automation-Augmentation Paradox

自动化 企业管理 工业管理 管理 人力资源管理 运营管理 管理科学 知识管理 计算机科学 过程管理 业务 人工智能 经济 工程类 工商管理 机械工程
作者
Sebastian Raisch,Sebastian Krakowski
出处
期刊:Academy of Management Review [Academy of Management]
被引量:276
标识
DOI:10.5465/2018.0072
摘要

<p>Taking three recent business books on artificial intelligence (AI) as a starting point, we explore the automation and augmentation concepts in the management domain. Whereas automation implies that machines take over a human task, augmentation means that humans collaborate closely with machines to perform a task. Taking a normative stance, the three books advise organizations to prioritize augmentation, which they relate to superior performance. Using a more comprehensive paradox theory perspective, we argue that, in the management domain, augmentation cannot be neatly separated from automation. These dual AI applications are interdependent across time and space, creating a paradoxical tension. Overemphasizing either augmentation or automation fuels reinforcing cycles with negative organizational and societal outcomes. However, if organizations adopt a broader perspective comprising both automation and augmentation, they could deal with the tension and achieve complementarities that benefit business and society. Drawing on our insights, we conclude that management scholars need to be involved in research on the use of AI in organizations. We also argue that a substantial change is required in how AI research is currently conducted in order to develop meaningful theory and to provide practice with sound advice.</p>
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
刚刚
取个名儿吧完成签到,获得积分10
1秒前
2秒前
碧蓝的觅露完成签到,获得积分20
3秒前
HA发布了新的文献求助10
3秒前
3秒前
酷波er应助Yu采纳,获得10
3秒前
852应助卷毛兔采纳,获得10
5秒前
zqs发布了新的文献求助10
6秒前
褚洙发布了新的文献求助10
7秒前
7秒前
Boyce发布了新的文献求助10
8秒前
Mr曹发布了新的文献求助10
8秒前
香蕉觅云应助科研通管家采纳,获得30
9秒前
Owen应助科研通管家采纳,获得10
9秒前
猪宝pupu应助科研通管家采纳,获得10
9秒前
9秒前
CipherSage应助科研通管家采纳,获得10
10秒前
orixero应助科研通管家采纳,获得10
10秒前
猪宝pupu应助科研通管家采纳,获得10
10秒前
麻薯发布了新的文献求助10
10秒前
NexusExplorer应助科研通管家采纳,获得10
10秒前
cdercder应助科研通管家采纳,获得20
10秒前
ding应助科研通管家采纳,获得10
10秒前
wanci应助科研通管家采纳,获得10
10秒前
桐桐应助科研通管家采纳,获得10
10秒前
cdercder应助科研通管家采纳,获得10
10秒前
10秒前
10秒前
CipherSage应助科研通管家采纳,获得10
11秒前
11秒前
猪宝pupu应助科研通管家采纳,获得10
11秒前
11秒前
11秒前
11秒前
Orange应助科研通管家采纳,获得10
11秒前
11秒前
Copyright应助科研通管家采纳,获得10
11秒前
轻松白晴完成签到,获得积分10
12秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7262464
求助须知:如何正确求助?哪些是违规求助? 8883750
关于积分的说明 18774735
捐赠科研通 6941548
什么是DOI,文献DOI怎么找? 3202483
关于科研通互助平台的介绍 2375655
邀请新用户注册赠送积分活动 2178242