人工智能对商业生态系统发展的影响:支持与反对

Olga Shvetsova
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摘要

如今,人工智能(AI)的快速发展已经显著改变了各个行业,包括商业生态系统(Agrawal, A., Gans, J., &Goldfarb, A., 2022)。本研究旨在研究人工智能对商业生态系统发展的多方面影响,考虑了主要集中在发达国家的积极和消极方面。人工智能对商业生态系统的积极影响是多方面的。人工智能技术提高了生产力和效率,自动化了重复性任务,并优化了资源分配(Floridi, L., 2019)。此外,人工智能算法使企业能够从大量数据中获得有价值的见解,从而改进决策过程并识别新的市场趋势(Martin, R., &麦克雷,D., 2020)。然而,伴随着充满希望的前景,围绕人工智能在商业生态系统中的实施也存在着值得关注的问题。由于人工智能系统处理的大量敏感信息,导致了隐私侵犯和数据安全等伦理问题。(达文波特,t.h.;Ronanki, R.(2018)。此外,人工智能技术的权力集中在少数几个占主导地位的参与者手中,可能会导致与市场竞争和获得人工智能驱动的解决方案相关的挑战。本研究结合了对现有文献的全面回顾,案例研究和专家访谈,以提供人工智能对商业生态系统发展影响的平衡评估。通过分析现实世界的例子和行业案例,本研究旨在阐明人工智能实施的实际意义,并确定减轻潜在风险和挑战的策略。这项研究的结果将有助于围绕人工智能技术在商业生态系统中的整合进行的讨论。研究结果将引起政策制定者、商业领袖和研究人员的兴趣,为在解决相关问题的同时利用人工智能的潜在好处提供有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The impact of AI on business ecosystem development: pro and contra
Nowadays the rapid advancements in artificial intelligence (AI) have significantly transformed various industries, including the business ecosystem (Agrawal, A., Gans, J., & Goldfarb, A., 2022). This study aims to examine the multifaceted impact of AI on business ecosystem development, considering both the positive and negative aspects mostly focused on developed countries.The positive effects of AI implementation on the business ecosystem are manifold. AI-powered technologies enhance productivity and efficiency, automate repetitive tasks, and optimize resource allocation(Floridi, L., 2019). Furthermore, AI algorithms enable businesses to gain valuable insights from large volumes of data, leading to improved decision-making processes and the identification of new market trends (Martin, R., & McCrae, D., 2020). However, along with the promising prospects, there are notable concerns surrounding the implementation of AI in the business ecosystem. Ethical issues, such as privacy infringement and data security, arise due to the vast amounts of sensitive information processed by AI systems. (Davenport, T. H., & Ronanki, R. (2018). Furthermore, the concentration of power in AI technologies within a few dominant players can lead to challenges related to market competition and access to AI-driven solutions.This study combines a comprehensive review of existing literature with case studies and expert interviews to provide a balanced assessment of the impact of AI on business ecosystem development. By analyzing real-world examples and industry cases, this research aims to shed light on the practical implications of AI implementation and identify strategies to mitigate potential risks and challenges.The findings of this study will contribute to the ongoing discussions surrounding the integration of AI technologies in the business ecosystem. The results will be of interest to policymakers, business leaders, and researchers, providing valuable insights into harnessing the potential benefits of AI while addressing the associated concerns.
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