人工智能与劳动

Mateus de Oliveira Fornasier
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摘要

本文研究了自动化带来的新经济对法律的影响。它的假设是,一种基于普遍基本收入、通过对自动化工具的使用征税来提供资金的新社会保障,应该取代主要基于雇佣关系的体系;与透明度、可解释性和非歧视相关的原则应该为人工智能工人选择工具的开发者和用户创造义务。研究方法:假设-演绎程序法,采用跨学科和定性方法,文献回顾研究技术。结果:1)劳动法规必须在替代之外进行规划,重点放在新经济上,在新经济中,插入社会和经济保护范式的正式工作正在受到侵蚀,巨大的挑战将是在保护体面工作标准的同时扩大非就业工人的尊严;ii)由自动化税收提供资金的普遍基本收入将是有趣的,但从成本一致的角度来看,这是有问题的,因为国民经济的压力可能会引起政府的恐惧。在全球范围内,这种税收如果采用不同的方式,可能会在国家之间造成巨大的税收竞争;iii)透明度义务对于减轻雇佣工具中的偏见是必要的,但不是自给自足的,因为偏见是复杂的,主要是由于歧视性因素的多样性和机器学习中逻辑的不透明性。
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ARTIFICIAL INTELLIGENCE AND LABOR
This article studies the impacts that the new economy, resulting from automation, represents for Law. Its hypothesis is that a new social security, based on universal basic income, funded by taxing the use of automation tools, should replace systems based mainly on the employment relationship; and principles related to transparency, explicability and non-discrimination should create obligations for developers and users of AI-powered worker selection tools. Methodology: hypothetical-deductive procedure method, with a transdisciplinary and qualitative approach, and bibliographic review research technique. Results: i) Labor regulation must be planned beyond substitution, focusing on a new economy, in which formal jobs, inserted in a paradigm of social and economic protection, are eroding, and the great challenge will be to protect decent work standards concurrently with the enlargement of dignity for non employed workers; ii) A universal basic income funded by taxes on automation would be interesting, but problematic from the point of view of solidarity in its costing, since the stress of national economies can cause fear on governments. And globally, such taxation, if adopted differently, can cause great tax competition between countries; iii) Transparency obligations are necessary to mitigate bias in hiring tools, but not self-sufficient, because the bias is complex, mainly due to the multiplicity of discriminatory factors and to the opacity of the logic in machine learning.  
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