Safety and Risk—Why Their Definitions Matter

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Authors: Nayel Fabian Salem, Sophie L. Le Page, Jason Millar, Philipp Junietz, Marcus Nolte, Robert Graubohm, Markus Maurer
Cited by: 1
References: 34

Abstract

In this chapter, we analyze the meanings and uses of the term ‘safety’Safety among stakeholderStakeholder groups, be they engineers, regulators, legislators, advocacy groups, or the public, by breaking down safety claims concerning automated vehicles (AVs) into associated risks. What we elaborate in our analysis is that the definitions of ‘safety’ are sometimes stated explicitly, but are also often implied, along with the associated risks. Sorting out what is meant in any safety claim related to AVs thus requires some further guesswork or analysis. We also find in our analysis that stakeholders talk about different risks when designating a vehicle as safe, which could lead to mismatched expectations of what would constitute a safe vehicle. Based on our analysis we pose questions that could help facilitate a more explicit and detailed distinction between the different meanings of safety and associated risks that are considered with each stakeholder perspective. Our analysis can further support future discussions among stakeholder groups and disciplines about approaches for handling safety and risk communication for AVs.

Fields of Study & Subjects

Ethics and Social Impacts of AI Safety Systems Engineering in Autonomy Risk Perception and Management

Publication details

Journal / source
Handbook Assisted and Automated Driving
Publisher
Springer Fachmedien Wiesbaden
Pages
779–800
Publication date
1 January 2026
Language
EN
Document type
Book chapter