The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software
This paper demonstrates that insufficiently detailed operational data can lead to dangerously optimistic reliability claims for safety-critical autonomous vehicle software, even when assessed using conservative Bayesian methods, by extending these techniques to quantify the robustness of such claims against data fidelity limitations.
Original paper licensed under CC BY 4.0 (http://creativecommons.org/licenses/by/4.0/). This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer
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