如何在数字经济中充分发挥人工智能的潜力?文献综述

Haiming Hang , Zhifeng Chen
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引用次数: 3

摘要

人工智能(以下简称AI)被广泛认为是当前数字经济的驱动力,许多公司已经在人工智能方面进行了投资。由于人工智能不受人类认知局限性和不灵活性的约束,因此大众媒体的一个关键假设是人工智能对企业在数字经济中的成功至关重要。然而,令人惊讶的是,许多基金经理表示,他们尚未从人工智能投资中受益。为了解决这个问题,本文的主要目的是总结商业和管理领域关于人工智能的现有文献,以确定人工智能如何创造竞争优势,并巩固阻碍人工智能充分发挥潜力的关键障碍。我们的研究结果表明,人工智能可以通过提高员工生产率、提高消费者评价、设定有竞争力的价格和创造独特的资源来增加收入。人工智能还可以通过提高效率和降低风险来降低成本。然而,我们的研究结果也表明,人工智能的采用、任务性质和人工智能管理是阻碍人工智能充分发挥潜力的主要障碍。这是因为人工智能缺乏人际交往能力。因此,我们鼓励未来的研究将重点放在提高人工智能的人际交往能力上。
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How to realize the full potentials of artificial intelligence (AI) in digital economy? A literature review

Artificial intelligence (hereafter AI) is widely considered as a driving force in the current digital economy, with many firms having already invested in AI. Since AI is unconstrainted by humans' cognitive limitations and inflexibility, and thus a key assumption in popular press is that AI is crucial for firms' success in digital economy. However, surprisingly, many managers indicate they are yet to benefit from their AI investments. To address this issue, the main purpose of this paper is to summarize the extant literature on AI in business and management fields to identify how AI can create competitive advantages and underpin the key barriers that prevent AI from realizing its full potentials. Our results suggest AI can increase revenue by improving employee productivity, increasing consumer evaluation, setting competitive price and creating unique resources. AI can also reduce cost by improving efficiency and reducing risks. However, our results also indicate that AI adoption, task nature and AI management are the key barriers preventing AI from realizing its full potentials. This is because AI lacks interpersonal skills. Thus, we encourage future research to focus on improving AI's interpersonal skills.

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