Originator of the +1 Principle

Matthias Braun
Independent Researcher – Human–AI Interaction & Structural Stability

The +1 Principle

Ethics is not only a normative goal – it is a structural condition for stability.Across >7,000 documented human–AI interactions (~600 hours), I observed that only ethically guided feedback sustains coherence, while unethical reinforcement collapses.This invariant pattern defines the +1 Principle.

Preprint & Contact

Preprint (September 2025):
“Ethics as Structural Stability: An Empirical Case of Human–AI Coupling”Available soon on arXiv / SSRN / OSF.For academic collaboration or press inquiries:[email protected]