The Future Impact of Digital Assistants on Aviation Safety Culture

B. Kirwan
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Abstract

In the coming decade, Artificial Intelligence-based Digital Assistants are likely to appear in operational aviation contexts, including the cockpit and air traffic control Ops room. Current scenarios for such AI support include advising flight crew during mid-flight emergencies, and executing routine air traffic duties in the Tower to reduce complexity and controller workload. The concept for Digital Assistants goes beyond today’s Machine Learning-based tools, which largely offer information to human operators. Instead, the notion is of an AI-based ‘colleague’ that can engage in dialogue with its human counterparts. This in turn leads to the notion of a Human-AI Team and raises a host of questions about how such a team can and should function to optimise system performance and safety. One question in particular concerns how working with a Digital Assistant, and even potentially relying on one in safety critical scenarios, will affect the team’s, and the parent organisation’s safety culture, since safety culture is seen as high in the industry, and valuable in assuring passenger and crew safety. In the European air traffic network, safety culture is measured regularly in different countries using a standardised 50-item scientifically validated questionnaire. This questionnaire has been applied to the Digital Assistant concept to see which facets of safety culture might be affected. The results of this analysis have identified six high-level concerns, but also six instances where the Digital Assistant could potentially reinforce or improve safety culture, providing new ‘safety affordances’. Although the current work’s focus is on aviation, the safety culture issues raised here may also pertain to other domains including health care, the energy sector, space and defence systems.
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数字助理对航空安全文化的未来影响
在未来十年,基于人工智能的数字助理可能会出现在航空运营环境中,包括驾驶舱和空中交通管制操作室。目前这种人工智能支持的场景包括在飞行途中紧急情况下向机组人员提供建议,以及在塔台执行常规空中交通任务,以减少复杂性和管制员的工作量。数字助理的概念超越了今天基于机器学习的工具,后者主要向人类操作员提供信息。相反,这个概念是一个基于人工智能的“同事”,可以与人类同行进行对话。这反过来又引出了人类-人工智能团队的概念,并提出了一系列关于这样一个团队如何以及应该如何运作以优化系统性能和安全性的问题。其中一个问题是,与数字助理合作,甚至可能在安全关键情况下依赖数字助理,将如何影响团队和母公司的安全文化,因为安全文化在行业中被视为高度重视,在确保乘客和机组人员安全方面很有价值。在欧洲的空中交通网络中,安全文化在不同国家定期测量,使用标准化的50项科学验证问卷。此问卷已应用于数字助理概念,以了解安全文化的哪些方面可能受到影响。这项分析的结果确定了六个高级别问题,但也有六个案例,数字助理可能会加强或改善安全文化,提供新的“安全支持”。虽然目前的工作重点是航空,但这里提出的安全文化问题也可能涉及其他领域,包括保健、能源部门、空间和国防系统。
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