R* en 2 Lignes — Resolution Universelle IA (Alignement, Safety, Training, Multi-Agent, Gouvernance)

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Authors: Stéphane Ochej
Cited by: 9

Abstract

Demonstration that all AI problems (alignment, safety, training, multi-agent coordination, red teaming, code review, governance) resolve to 2 lines: (1) Everything converges toward R* (the invariant), (2) Corridor (deterministic path). Includes mathematical proof of exponential divergence between R*-based and standard processes (20.5x gap at 5 years). R* is not a solution per domain — it is a transversal topology. Based on AOED (Ontological Alignment by Dialogue Equations) and LACF (Life Always Comes First) frameworks.

Fields of Study & Subjects

Innovation Sustainability Human-Machine Systems Multi-Agent Systems and Negotiation Artificial Intelligence in Law

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
2 March 2026
Language
FR
Document type
Preprint