Tackling algorithmic discrimination against persons with disabilities (PWDs) demands a distinctive approach that is fundamentally different to that applied to other protected characteristics, due to particular ethical, legal, and technical challenges. We address these challenges specifically in the context of artificial intelligence (AI) systems used in hiring processes (or automated hiring systems, AHSs), in which automated assessment procedures are subject to unique ethical and legal considerations and have an undeniable adverse impact on PWDs. In this paper, we discuss concerns and opportunities raised by AI-driven hiring in relation to disability discrimination. Ultimately, we aim to encourage further research into this topic. Hence, we establish some starting points and design a roadmap for ethicists, lawmakers, advocates as well as AI practitioners alike.
翻译:处理对残疾人的算法歧视需要一种与适用于其他受保护特征的方法截然不同的独特方法,由于特定的伦理、法律和技术挑战,我们具体地在雇用过程中(或自动雇用系统、AHS)使用的人工智能系统(AI)中处理这些挑战,其中自动化评估程序受到独特的伦理和法律考虑,对残疾人产生不可否认的不利影响。我们在本文件中讨论了由AI驱动的雇用引起的与残疾歧视有关的关切和机会。我们最终的目标是鼓励进一步研究这一专题。因此,我们为伦理学家、立法者、倡导者以及AI从业人员等制定了一些起点和路线图。