Declaration of Limit

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Authors: Heorhii Hohilauri
Cited by: 0

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