The term 'ethics' is widely used, explored, and debated in the context of developing Artificial Intelligence (AI) systems. In recent years, there have been numerous incidents that have raised the profile of ethical issues in AI development and led to public concerns about the proliferation of AI technology in our everyday lives. But what do we know about the views and experiences of those who develop these systems - the AI developers? We conducted a Socio-Technical Grounded Theory Literature Review (ST-GTLR) of 30 primary empirical studies that included AI developers' views on ethics in AI to derive five categories that discuss AI developers' views on AI ethics: developer's awareness, perception, needs, challenges, and approach. These are underpinned by multiple codes and concepts that we explain with evidence from the included studies. Through the steps of advanced theory development, we also derived a set of relationships between these categories and presented them as five hypotheses, leading to the 'theory of ethics in AI through the developer's prism' which explains that developers' awareness of AI ethics directly leads to their perception about AI ethics and its implementation as well as to identifying their needs, and indirectly leads to identifying their challenges and coming up with approaches (applied and potential strategies) to overcome them. The theory provides a landscape view of the key aspects that concern AI developers when it comes to ethics in AI. We also share an agenda for future research studies and recommendations for developers, managers, and organisations to help in their efforts to better implement ethics in AI.
翻译:“伦理学”一词被广泛使用、探索,并在开发人工智能(AI)系统的背景下进行了辩论。近年来,发生了许多事件,提高了AI发展过程中伦理学问题的形象,并导致公众对AI技术在我们日常生活中扩散的担忧。但是,我们对开发这些系统的人的观点和经验了解多少? AI开发者?我们进行了30项社会-技术基础文学理论审查(ST-GTLR),其中包括AI开发者对AI伦理学的看法,以得出五类内容,讨论AI开发者对AI伦理学的看法:开发者的认识、观念、需求、挑战和方针。这些都以多种守则和概念为基础,我们用包括研究在内的证据来解释这些守则和概念。通过先进的理论发展步骤,我们还得出了这些类别之间的一系列关系和经验的五个假设,从而导致“通过开发者的棱镜(ST-GTLR)对AI伦理学的认识,从而说明开发者对AI伦理学的认识直接导致他们对AI伦理学的认识及其执行的帮助,以及确定其需要、认识、需要、挑战以及未来伦理学研究的诸多方面。我们从理论的角度提出它们的挑战和未来的研究。