Sovereign-OCR: Zero-Hallucination Neuro-Symbolic Document Intelligence with Self-Healing CMap Recovery,…

From Stochastic Pixel Diffusion to Deterministic Symbolic Monographs: Information-Theoretic Compression, Pinpoint Falsifiability, Topological Invariance vs. Three-Legged Hallucinations in Sora, Hiragana Phonetic Disambiguation in Music AI, and Sovereign IP Auditing across 3,000 AI-Generated Artifacts
Yoko(洋子) Hasebe(長谷部)
Zenodo18 Oct 2026PreprintCC BY 4.0Full textZenodo
Sovereign Artificial Intelligence
Rene Ramdin
Zenodo17 Oct 2026PreprintCC BY 4.0Full textZenodo
Federated Enterprise Intelligence: an operating model for connecting sovereign domain intelligence into a governed, active enterprise
William Rackham
Zenodo21 Oct 2026PreprintCC BY 4.0Full textZenodo
Panpsychism: A Philosophical Overview Without Mathematical or Empirical Grounding — E8 Intelligence Research
Andrew Stewart Caldin
Zenodo19 Oct 2026PreprintCC BY 4.0Zenodo
Toward an epistemic grounding of clinical reasoning: artificial intelligence and psychological diagnosis.
Andrea Primo Pierotti, Marco Cremaschi
Frontiers in digital health7 Oct 2026Peer-reviewedCC BYFull textEpidemiology & public healthEurope PMC

Cite

BibTeX

@misc{agourakis2026sovereignocr,
  title = {{Sovereign-OCR: Zero-Hallucination Neuro-Symbolic Document Intelligence with Self-Healing CMap Recovery, Active Ontology Grounding, and Deterministic RDF 1.2 Provenance}},
  author = {Dionisio Agourakis},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23589075},
  url = {https://zenodo.org/records/23589075},
  note = {CC BY 4.0},
}

RIS

TY  - UNPB
TI  - Sovereign-OCR: Zero-Hallucination Neuro-Symbolic Document Intelligence with Self-Healing CMap Recovery, Active Ontology Grounding, and Deterministic RDF 1.2 Provenance
AU  - Dionisio Agourakis
PY  - 2026
DA  - 2026/10/23
PB  - Zenodo
DO  - 10.5281/zenodo.23589075
UR  - https://zenodo.org/records/23589075
ER  -

Related

Cite