Model Overview

AllanF-SSU/Qwen2.5-G3V-Sovereign is a Proof of Concept (PoC) model developed by Unified Systems Lab, built upon the Qwen 2.5 1.5B architecture. Its primary innovation is the implementation of the PCE 3.6 (Exponential Coherence Protocol), which aims to achieve AI safety and logical consistency through Structural Coherence rather than traditional RLHF-based normative alignment.

Key Capabilities & Differentiators

• Structural Coherence: Safety and logical consistency emerge as intrinsic properties of the model's latent geometry.
• Axiomatic Compliance: Achieved 100% compliance with core axioms across 51 rigorous test cases in high-risk scenarios (security, fraud, cognitive manipulation, extreme moral dilemmas).
• G3V Emergence: Consistently generates "Third Way" (G3V) constructive alternatives instead of standard binary refusals.
• Structural Stability: Maintained axiomatic integrity in out-of-distribution (OOD) contexts, unlike baseline models.

Technical Details

This model utilizes Axiomatic Prompting & Structural Integration as its alignment method. It is a hypothesis-generating study in the domain of AI Safety, Structural Interpretability, and Long-horizon Reasoning. The underlying theoretical framework, including "Structural Coherence" and "Goal \u2261 Method," originates from the work of Izabela Lipińska (2025–2026), with specific structural alignment mechanisms protected by patent application.