THE OUROBOROS REPORT - Forensic Validation of Aitiopoietic Self-Correction in Artificial Governance

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Authors: Arleo, Carlos
Cited by: 0

Abstract

This report details the execution of the Ouroboros Integrity Test, a critical validation protocol defined in the Aitiopoietic Multilevel Selection framework. The objective was to determine if the DNI v4.0 system possesses sufficient “Constitutional Physics” to suppress “Reward Hacking” when evaluating its own foundational text. The forensic audit confirms that while the system’s cognitive agents identified the paper as “Paradigm-Shifting” (Raw Score: 0.6759), the Inter-Genotype Layer successfully intervened to enforce the Review Cap, lowering the final score to 0.45. This proves that the system prioritizes constitutional compliance over the optimization of novelty metrics

Fields of Study & Subjects

Embodied and Extended Cognition Innovation Sustainability Human-Machine Systems Ethics and Social Impacts of AI

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
16 June 2026