THE IMPACT OF ARTIFICIAL INTELLIGENCE ON BUSINESS EMPLOYMEN

Галина Филюк, Анна Посохова
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Abstract

The article is devoted to the study of the impact of artificial intelligence on employment in businesses. Recent advances in natural language processing and recognition, machine learning platforms and AI-optimized hardware, as well as free access to these technologies, have created an urgent need to implement them in business to ensure high results in financial and economic activities. The study presents the prerequisites that formed the basis for the formation and development of a new era of AI automation. The scientific achievements and conclusions of international companies regarding the role of artificial intelligence in the global economy are analyzed, and the trends in its use by organizations at different levels of management are revealed. The authors characterize the methods of automation of various types of work at an enterprise with the use of the technologies under study and the impact of the process on employment and wages. It is found that today the greatest impact is the recovery effect, based on which conclusions are drawn about the need for synergy of human and machine labor, rather than their separate functioning. The reasons for the attractiveness of AI automation for business are identified, and examples of their effective implementation are given. There are revealed advantages of the increasing use of technology in business: cost savings, increased revenue, increased productivity and competitiveness of companies, creativity and personalization, limiting the influence of the human factor on work results. The article highlights the threats of large-scale introduction of AI into business activities for employees, which include excessive control over them by employers, violation of the principles of information confidentiality, complexity and imperfection of the system, constant updating of requirements for advanced training, and the necessity to train employees to interact with intelligence. These threats can lead to employee dismissals, loss of motivation, and aggravation of social inequality and social justice issues, which will generally create a negative attitude toward the company. Based on the analysis of data sets on professions with a high risk of AI automation in various industries and the projected change in demand for them, the authors reveal a correlation between the level of threat and the complexity of tasks, the creativity involved, and the speed in decisionmaking and implementation. Finally, it is concluded that new approaches to regulating the impact of technology on the structure of employment should be applied due to its dynamic growth.
人工智能对企业员工的影响
这篇文章致力于研究人工智能对企业就业的影响。自然语言处理和识别、机器学习平台和人工智能优化硬件的最新进展,以及这些技术的免费获取,迫切需要在商业中实施它们,以确保金融和经济活动的高结果。该研究提出了构成人工智能自动化新时代形成和发展基础的先决条件。分析了国际公司在人工智能在全球经济中的作用方面的科学成果和结论,揭示了不同管理层次的组织使用人工智能的趋势。作者描述了利用所研究的技术实现企业各类工作自动化的方法,以及这一过程对就业和工资的影响。研究发现,今天最大的影响是恢复效应,在此基础上得出的结论是需要人与机器劳动的协同作用,而不是他们各自的功能。确定了人工智能自动化对企业具有吸引力的原因,并给出了有效实施的示例。越来越多地在商业中使用技术的好处是:节省成本、增加收入、提高公司的生产力和竞争力、创造力和个性化,限制了人为因素对工作结果的影响。文章强调了大规模将人工智能引入企业活动对员工的威胁,包括雇主对员工的过度控制、违反信息保密原则、系统的复杂性和不完善性、高级培训要求的不断更新、培训员工与智能互动的必要性。这些威胁可能导致员工被解雇,失去动力,加剧社会不平等和社会正义问题,这通常会造成对公司的负面态度。基于对各行业人工智能自动化高风险职业的数据集的分析,以及对这些职业的需求变化的预测,作者揭示了威胁程度与任务的复杂性、所涉及的创造力以及决策和实施速度之间的相关性。最后,本文的结论是,由于技术的动态增长,应该采用新的方法来调节技术对就业结构的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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