Research papers · Posted 2026.06.03 · Publication / acceptance: author-reported

Output Type Before Quality: A Standards-Derived XAI Admissibility Rubric for Autonomous-Driving Safety

Output Type Before Quality: A Standards-Derived XAI Admissibility Rubric for Autonomous-Driving Safety

Overview

The authors derive an XAI admissibility rubric from AMLAS and automotive safety standards including ISO/PAS 8800. They compare explanation output types with lifecycle evidence needs, distinguishing structural suitability from correctness of individual explanations.

Publication and version information

Publication, acceptance or venue information is author-reported on arXiv. The exact source wording is preserved below.

Author-supplied source information

Author-supplied information on arXiv.

Accepted at SAFECOMP 2026 Workshops (SASSUR); to appear in Springer LNCS

Version: arXiv v2 — manuscript revision

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