Declaration of Limit
Abstract
This document formally fixes a structural limit of mainstream AI systems.It describes an architectural incompatibility between consequence-aware,refusal-first systems and optimization-driven AI models.The text is not a proposal, manifesto, or product description.It is a factual declaration of an observed systemic boundary.
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 8 January 2026
- Language
- EN