Coarse failure data without false-positive vs false-negative labels can make conservative Bayesian reliability claims for AV software dangerously optimistic, sometimes infinitely so after a single failure.
Overview of the second edition of ISO 26262: Functional safety—road vehicles,
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The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software
Coarse failure data without false-positive vs false-negative labels can make conservative Bayesian reliability claims for AV software dangerously optimistic, sometimes infinitely so after a single failure.