Rolando Bosch Rodriguez

A Taxonomy of Epistemic Failure Modes in Large Language Models

2026 · Zenodo (CERN European Organization for Nuclear Research)

Overview Epistemic failure modes in large language models are a class of silent AI failure modes: systematic distortions in how models represent evidence, uncertainty, causality, constraints, source credibility, accountability, and the relationship between controversy and …