Failure Mode Classification Epistemic vs Non Epistemic
Abstract
This paper provides an exhaustive, non-procedural classification of failure modes into epistemic and non-epistemic classes under admissibility and standing constraints. Epistemic failures are shown to arise from violations of admissibility—such as illicit redescription, scope transport, or standing loss—while non-epistemic failures correspond to ordinary implementation, resource, or execution breakdowns that carry no standing implications. The analysis is strictly declarative and eliminative: it introduces no diagnostic algorithms, recovery procedures, or mitigation strategies. By fixing this distinction on record, the paper closes a widespread explanatory confusion in physics, mathematics, and AI governance, and establishes that only epistemic failures are relevant to legitimacy, while all non-epistemic failures are semantically and ontologically inert at the governance boundary.
Fields of Study & Subjects
Ethics and Social Impacts of AI
Diverse Interdisciplinary Research Studies
Epistemology
Ethics
and Metaphysics
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 February 2026