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.
The +1 Principle is a framework for drift stability in large AI systems.
Preprint & Contact
🔗 Discover the full research framework, expert responses, and the +1 Principle in depth:
stability.matthias-braun-research.org
📄 Preprint Release (September 2025)
Title: Ethics as Structural Stability: An Empirical Case of Human–AI Coupling
Author: Matthias Braun
Format: Open-access Preprints (General Edition)____🔗 DOI-Access:
- SSRN: https://doi.org/10.2139/ssrn.5458854
- Zenodo: https://doi.org/10.5281/zenodo.17184798____📬 For academic collaboration or press inquiries:
[email protected]
