战略性地管理人工智能公司

Q4 Business, Management and Accounting
D. Wagner
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引用次数: 2

摘要

人工智能是一项通用技术,势必会影响到每一个行业。为了利用人工智能制定成功的企业和商业战略,领导者必须抓住技术机遇,了解人工智能的经济学并领导组织变革。如何使用AI?如何为AI做准备?价值在哪里?这三个基本问题的初步答案是基于跨学科和综合文献综述得出的。发现领导者通过采用预测-处方-自动化的技术来追求竞争优势,他们通过在模块化战略框架内进入一系列实验来实施机器学习,他们根据人类代理集体的概念组织业务以形成人机团队,他们避免成为指数增长偏见的受害者。在商业环境中,对一切事物的认知将导致数据量和机器智能的指数级增长,对于战略领导者来说,制定健全的人工智能战略并培养管理人工智能公司所需的能力至关重要。原创性/价值这一概述使战略领导者能够为自己和组织做好应对人工智能的准备。它带头在人工智能的技术、经济和管理之间建立必要的联系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Strategically managing the artificially intelligent firm
Purpose Artificial Intelligence is a general-purpose technology that is bound to affect every industry. To develop successful corporate and business strategies with AI, leaders have to capture the technological opportunity, understand the economics of AI and lead organizational change. Design/methodology/approach What to do with AI? How to set up for AI? Where is the value? Initial answers to these three fundamental questions are derived based on an interdisciplinary and integrated literature review. Findings AI leaders pursue competitive advantage by taking up the technological offer to predict-prescribe-automate, they enact machine learning by entering into a portfolio of experiments within a modular strategic framework, they organize the business to form of man-machine teams following the concept of human-agent collectives and they avoid falling victim to exponential growth bias. Practical implications In a business environment where the cognification of everything will lead to exponential growth of both, volume of data and intelligence of machines, it will be paramount for strategic leaders to have a robust AI strategy in place and to develop the competencies required for managing the Artificially Intelligent Firm. Originality/value This overview enables strategic leaders to prepare themselves and their organizations for AI. It spearheads making required connections between technology, economics and management of AI.
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来源期刊
Strategy and Leadership
Strategy and Leadership Business, Management and Accounting-Strategy and Management
CiteScore
1.20
自引率
0.00%
发文量
45
期刊介绍: As a leader responsible for the competitive development of your organization, as well as a desire to keep ahead of the game, you have a responsibility to ensure that you are fully aware of new strategies and developments that can impact upon your personal growth as a leader of others. Strategy & Leadership gives you insight into your own leadership abilities without wasting your time. Each issue brings you informed opinion from leading specialists, gives you professional support and looks at strategies, tools and techniques from an objective position. Strategy & Leadership explains the how and why in order to keep you clearly focused. Its thoughtful, in-depth analysis and advice tells you where you should be going and what to avoid on your journey. Strategy & Leadership is a bi-monthly briefing that brings you the thoughts, advice and analysis of some of the world''s current revolutionary thinkers. Your subscription will show you: -How to improve existing leadership skills and develop new skills -Maintain a competitive position for your organization -Motivate your workforce -Adapt strategies in the light of technological change -Reassess current strategies based on practical insights into how other organizations have structured and managed change for a success -Consider new theories that could reshape current thinking and create future success -Benefit from the advice of prominent futurists -Learn from the experiences of leading CEOs and avoid the pitfalls that they have encountered -Select, develop and retain senior colleagues who will help you steer your organization in the future -Stay one step ahead of the competition - both internally and externally -Gain an insight into competitors'' strategies -Keep abreast of the latest trends in strategic planning -Implement successful strategies for your organization
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