Research papers · 2026.05.21 · Preprint
A Subjective Logic-based method for runtime confidence updates in safety arguments
A Subjective Logic-based method for runtime confidence updates in safety arguments
Overview
Proposes Subjective Logic updates that connect runtime Safety Performance Indicators to safety-case claims, tracking belief, disbelief and uncertainty. A CARLA construction-cone detection example illustrates the method under independent, non-overlapping observation-window assumptions.
Publication and version information
arXiv v1 posted on 21 May 2026; the manuscript identifies SAC 2026 and a publisher DOI. Its update rule is explicitly non-Bayesian, and the illustrated results are simulation based.
Version: arXiv v1 (2026-05-21)