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Redefining Safety for Autonomous Vehicles

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arxiv 2404.16768 v4 pith:P36QHEZJ submitted 2024-04-25 cs.RO cs.AI

classification cs.ROcs.AI
keywords safetysystemautonomousoperationterminologyadditionaladdresschallenges
verification ladder T0 review T1 audit T2 compute T3 formal
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Existing definitions and associated conceptual frameworks for computer-based system safety should be revisited in light of real-world experiences from deploying autonomous vehicles. Current terminology used by industry safety standards emphasizes mitigation of risk from specifically identified hazards, and carries assumptions based on human-supervised vehicle operation. Operation without a human driver dramatically increases the scope of safety concerns, especially due to operation in an open world environment, a requirement to self-enforce operational limits, participation in an ad hoc sociotechnical system of systems, and a requirement to conform to both legal and ethical constraints. Existing standards and terminology only partially address these new challenges. We propose updated definitions for core system safety concepts that encompass these additional considerations as a starting point for evolving safe-ty approaches to address these additional safety challenges. These results might additionally inform framing safety terminology for other autonomous system applications.

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Cited by 1 Pith paper

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  1. The DevSafeOps Dilemma: A Systematic Literature Review on Rapidity in Safe Autonomous Driving Development and Operation

    cs.SE 2025-06 conditional novelty 5.0 of 10

    A systematic review maps 11 clusters of challenges and their proposed solutions for applying DevOps to safe autonomous driving development.

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