Director-AI: Coherence Engine — AI Output Verification & Safety Oversight

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: Miroslav Sotek
DOI: 10.5281/zenodo.18822155
Cited by: 0

Abstract

Real-time LLM hallucination guardrail with NLI and RAG fact-checking, claim-level streaming halt, meta-confidence scoring, cross-turn contradiction tracking, structured-output verification, and auditable production feedback.

Fields of Study & Subjects

Topic Modeling Ethics and Social Impacts of AI Adversarial Robustness in Machine Learning

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
1 March 2026
Language
EN