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# ─────────────────────────────────────────────────────────────────────
# Director-Class AI — Citation Metadata
# (C) 1998-2026 Miroslav Sotek. All rights reserved.
# Contact: www.anulum.li | protoscience@anulum.li
# ORCID: https://orcid.org/0009-0009-3560-0851
# License: GNU AGPL v3 | Commercial licensing available
# ─────────────────────────────────────────────────────────────────────
cff-version: 1.2.0
title: "Director-Class AI: Coherence Engine"
message: "If you use this software, please cite it using the metadata below."
type: software
authors:
- family-names: "Sotek"
given-names: "Miroslav"
orcid: "https://orcid.org/0009-0009-3560-0851"
affiliation: "ANULUM CH & LI"
version: "3.9.5"
doi: "10.5281/zenodo.18822167"
date-released: "2026-03-23"
license: "AGPL-3.0-or-later"
repository-code: "https://github.com/anulum/director-ai"
url: "https://www.anulum.li"
abstract: >-
Real-time LLM hallucination guardrail. Dual-entropy scoring (NLI contradiction
via FactCG-DeBERTa-v3-Large + RAG fact-checking) with token-level streaming halt.
75.86% balanced accuracy on LLM-AggreFact (29K samples, #8 among 19 ranked systems).
Integrates with LangChain, LlamaIndex, LangGraph, Haystack, and CrewAI.
keywords:
- artificial general intelligence
- AI safety
- ethical AI
- coherence engine
- entropy minimization
- NLI verification
- RAG fact-checking
- safety interlock
- recursive self-correction
- SCPN
references:
- type: software
title: "SCPN Fusion Core"
repository-code: "https://github.com/anulum/scpn-fusion-core"
- type: software
title: "SC-NeuroCore"
repository-code: "https://github.com/anulum/sc-neurocore"