Role of Artificial Intelligence and Big Data in Sustainable Entrepreneurship

Rula Abu Shanab
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Abstract

There is a pressing necessity to shift our economy, society, and culture to systems and actions that promote ecological sustainability. This radical transformation necessitates an equally radical transformation of resource utilization and decision-making strategies. Sustainable entrepreneurship (SE) is frequently touted as the solution to the triple-bottom-line challenges that businesses encounter; however, there are tangible constraints on its potential. SE is currently in the first phase of implementing technological frontier tools that provide empirical guidance throughout the entrepreneurial decision-making process. The potential for artificial intelligence (AI) to inform decision-making is advanced by Big Data (BD), which also establishes pathways to attain desired outcomes. The interactions between AI, BD, and SE have been generally under-studied thus far. The absence of work that consolidates and synthesizes this literature is the primary focus of this conceptual paper. We propose that AI and BD are capable of rapidly contributing to the continued sustainable development of the weak form, but they also hold significant potential for attaining the strong sustainability ideal. We present two proposals for the integration of AI and BD to inform and facilitate SE. Finally, we outline potential areas for future research. The core of human cosmology and ethics has always been the definition of his uniqueness. He ceased to be the species situated at the center of the universe, accompanied by the sun and stars, with the arrival of Copernicus and Galileo. He ceased to be the species that was created and specially endowed by God with soul and reason with the arrival of Darwin. With Freud, he ceased to be the species whose behavior could potentially be regulated by the rational mind. He has ceased to be the species that is uniquely capable of complex, intelligent manipulation of his environment as we begin to produce mechanisms that think and learn.
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人工智能和大数据在可持续创业中的作用
我们的经济、社会和文化迫切需要向促进生态可持续性的系统和行动转变。要实现这一根本性转变,就必须对资源利用和决策战略进行同样彻底的改革。可持续创业(SE)经常被吹捧为解决企业遇到的三重底线挑战的方法;然而,其潜力却受到了切实的限制。可持续创业目前正处于实施技术前沿工具的第一阶段,这些工具可在整个创业决策过程中提供经验指导。人工智能(AI)为决策提供信息的潜力得到了大数据(BD)的推动,而大数据也为实现预期成果确立了路径。迄今为止,人们对人工智能、BD 和 SE 之间的相互作用普遍研究不足。缺乏对这些文献进行整合和归纳的工作是本概念性论文的主要重点。我们提出,人工智能和生物多样性能够迅速促进弱形式的持续可持续发展,但它们也具有实现强可持续性理想的巨大潜力。我们提出了两项整合人工智能和生物多样性的建议,以指导和促进可持续发展。最后,我们概述了未来研究的潜在领域。人类宇宙学和伦理学的核心一直是人类独特性的定义。随着哥白尼和伽利略的到来,人类不再是位于宇宙中心、与太阳和恒星相伴的物种。随着达尔文的到来,他不再是上帝创造并特别赋予灵魂和理性的物种。随着弗洛伊德的出现,他不再是一个其行为有可能受到理性思维调节的物种。随着我们开始制造出能够思考和学习的机制,人类也不再是独一无二的能够复杂、智能地操纵环境的物种。
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