WiltonVerse: An AI Governance Framework Built Outside Academia
Abstract
WiltonVerse is an AI governance framework developed independently by a self-taught practitioner. It implements a Constitutional Layer, Truth Policy, Anti-Hallucination Layer, and Evidence Policy with formal truth states (DECLARED, PARTIAL_VERIFIED, VERIFIED). The framework has been validated through independent reproduction in Windows Sandbox with 13/13 SHA-256 hash matches and 100% benchmark score. GitHub: https://github.com/Willd-WilD/wiltonverse-open-core
Fields of Study & Subjects
Ethics and Social Impacts of AI
Artificial Intelligence Applications
Law
AI
and Intellectual Property
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 11 March 2026
- Language
- EN
- Document type
- Preprint